Publications
Books/Monographs
- R. Giordano, T. Giray, S.-C. Chen, E. J. Melendez-Ackerman,
A. Galindo-Cardona, eds. (2022). Adaptation of Invasive Species to Islands and the Puerto Rican Honey Bee. Lausanne: Frontiers Media SA. doi: 10.3389/978-2-88974-350-6
- James J. (Jong Hyuk) Park, Shu-Ching Chen, Kim-Kwang Raymond Choo, (Eds.),
"Advanced Multimedia
and Ubiquitous Engineering," Lecture Notes in Electrical Engineering,
Vol. 448, Springer Singapore, ISBN: 978-981-10-5040-4, 2017, 740 pages.
- James J. (Jong Hyuk) Park, Shu-Ching Chen, Joon-Min Gil, Neil Y. Yen,
(Eds.), "Multimedia
and Ubiquitous Engineering," Lecture Notes in Electrical Engineering,
Vol. 308, Springer, ISBN: 978-3-642-54899-4, 2014, 481 pages.
- Shu-Ching Chen, Mei-Ling Shyu, "Multimedia Data
Engineering Applications and Processing," IGI Global,
DOI: 10.4018/978-1-4666-2940-0, ISBN13:
9781466629400, ISBN10: 1466629401, EISBN13: 9781466629417, February, 2013,
328 pages.
- Shu-Ching Chen, Mei-Ling Shyu, "Methods and Innovations for Multimedia Database Content Management," IGI Global, DOI: 10.4018/978-1-4666-1791-9, ISBN13: 9781466617919, ISBN10: 1466617918, EISBN13: 9781466617926, June 2012,
363 pages.
- Shu-Ching Chen, R. L. Kashyap, Arif Ghafoor, "Semantic Models for Multimedia Database Searching and Browsing," Springer,
ISBN 0-7923-7888-1, September 2000.
Book Chapters
- Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen, "Classifier
Fusion by Judgers on Spark Clusters for Multimedia Big Data
Classification," Edited by Stuart H. Rubin and Thouraya
Bouabana-Tebibel, Advances in Intelligent Systems and Computing,
vol 561, pp 91-108, Springer Verlag, 2018.
- Fausto C. Fleites, Hsin-Yu Ha, Yimin Yang, Shu-Ching Chen,
"Large-Scale Correlation-Based Semantic Classification Using
MapReduce," Edited by Kuan-Ching Li, Qing Li, Timothy Shih,
Cloud Computing and Digital Media: Fundamentals, Techniques, and
Applications, pp. 169-190, CRC Press, 2014, ISBN 9781466569171.
- Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen,
"Discriminative
Learning Assisted Video Semantic Concept Classification,"
Edited by Frank Shih,
Multimedia Security: Watermarking, Steganography, and Forensics,
Chapter 2, pp. 31-49, CRC Press, 2013, ISBN 978-1-4398-7331-1.
- Jairo Pava, Fausto Fleites, Shu-Ching Chen, Keqi Zhang, "Integrating
Geographic and Meteorological data for Storm Surge Planning,"
Edited by Tansel Ozyer, Keivan Kianmehr and Mehmet Tan, Recent Trends
in Information Reuse and Integration, pp. 273-292, Springer Verlag, 2012,
ISBN 978-3-7091-0737-9.
- Kasturi Chatterjee, S. Masoud Sadjadi, Shu-Ching Chen,
"A Distributed Multimedia Data Management over the Grid,"
Multimedia Services in Intelligent Environments - Integrated Systems,
Springer, 2010, ISBN 978-3-642-13395-4.
- Min Chen, Shu-Ching Chen, Mei-Ling Shyu, "Content-based Retrieval
of Video," Edited by Phillip Sheu, Heather Yu,
C.V. Ramamoorthy, Arvind Joshi, and Lotfi A. Zadeh, Semantic Computing,
IEEE Press/Wiley, May 2010, ISBN: 978-0-470-46495-3.
- Keqi Zhang, Jianhua Yan, Shu-Ching Chen, "A Framework for Automated
Construction of Building Models from Airborne LIDAR Measurements,"
Edited by J. Shen and C.K. Toth, Topographic Laser Ranging and Scanning:
Principles and Processing, Chapter 18, CRC Press, pp. 511-534, 2009.
- Na Zhao, Min Chen, Shu-Ching Chen, Mei-Ling Shyu,
"User Adaptive
Video Retrieval on Mobile Devices,"
Edited by Laurence T. Yang, Agustinus Borgy Waluyo, Jianhua Ma,
Ling Tan and and Bala Srinivasan, Mobile Intelligence: When
Computational Intelligence Meets Mobile Paradigm, Chapter 21,
pp. 488-509, John Wiley & Sons
Inc., Hoboken, NJ, USA. doi: 10.1002/9780470579398.ch21, February 2010,
ISBN: 978-0-47019-555-0.
- Min Chen, Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang,
"Video Event Mining via Multimodal Content Analysis and
Classification,"
Edited by Valery A. Petrushin and Latifur Khan,
Multimedia Data Mining and Knowledge Discovery, Springer-Verlag,
2007, ISBN: 978-1-84628-436-6.
- Min Chen, Shu-Ching Chen, "MMIR: An Advanced Content-based Image
Retrieval System using a Hierarchical Learning Framework,"
Edited by Du Zhang and Jeffrey Tsai,
Advances in Machine Learning Application in Software Engineering,
pp. 103-120,
Idea Group Publishing, 2006, ISBN: 1-59140-941-1.
- Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang,
"Principal Component-based Anomaly Detection Scheme," Edited by
T.Y. Lin, S. Ohsuga, C.-J. Liau, and X. Hu,
Foundations and Novel Approaches in Data Mining, pp. 311-329,
Springer-Verlag, Vol. 9, 2006, ISBN: 3-540-28315-3.
- James B.D. Joshi, Mei-Ling Shyu, Shu-Ching Chen, Walid Aref,
Arif Ghafoor, "A Multimedia-Based Threat Management and Information
Security Framework," Edited by Elena Ferrari and Bhavani Thuraisingham,
Web and Information Security, pp. 215-240, Idea Group Publishing, 2006,
ISBN: 159140589-0.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, "Innovative
Shot Boundary Detection for Video Indexing,"
Edited by Sagarmay Deb, Video Data Management and Information
Retrieval, pp. 217-236, Idea Group Publishing, 2005, ISBN: 1-59140546-7.
- Mei-Ling Shyu, Shu-Ching Chen, Chengcui Zhang, "A
Stochastic Content-Based Image Retrieval Mechanism,"
Edited by Sagarmay Deb, Multimedia Systems and Content-based
Image Retrieval, pp. 302-320,
Idea Group Publishing, 2004, ISBN: 1-59140-265-4.
- Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang,
"Mining High-Level User Concepts with Multiple Instance Learning
and Relevance Feedback for Content-Based Image Retrieval,"
Edited by Osmar R. Zaiane, Simeon J. Simoff, Chabane Djeraba,
Mining Multimedia and and Complex Data, pp. 50-67, Springer
Berlin/Heidelberg,
Lecture Notes in Computer Science, Volume 2797, 2003,
ISBN:3-540-20305-2.
Journals
- Peter Koulen, Amirfarhang Mehdizadeh, Mei-Ling Shyu, Chengcui Zhang,
Shu-Ching Chen, "Editorial: Advances
in Computer Science and Their Impact on Data Acquisition and Analysis
in Neuroscience," Frontiers in Computer Neuroscience, Volume 18,
2024.
- RaviKiran Donthu, Jose A. P. Marcelino, Rosanna Giordano, Yudong Tao,
Everett Weber, Arian Avalos,
Mark Band, Tatsiana Akraiko, Shu-Ching Chen, et al., "HBeeID: A Molecular
Tool That Identifies Honey Bee Subspecies From Different Geographic
Populations," BMC Bioinformatics, 25, 278, 2024. https://doi.org/10.1186/s12859-024-05776-9
- Maria Presa-Reyes, Pratik Mahyawansi, Beichao Hu, Dwayne McDaniel,
Shu-Ching Chen, "DCC-DNN: A Deep Neural Network Model to Predict the Drag
Coefficients of Spherical and Non-Spherical Particles Aided by Empirical
Correlations," Powder Technology, Article 119388, Volume 435, 2024.
- Tianyi Wang, Shu-Ching Chen, "Adaptive Joint Spatio-Temporal Graph Learning
Network for Traffic Data Forecasting," ACM
Transactions on Spatial Algorithms and Systems, Volume 10, Issue 3, Article No.: 26, Page 1-20, 2024.
- Colton Margus, Attila Hertelendy, Yudong Tao, Erik Coltey, Shu-Ching Chen,
Steven Luis, Mei-Ling Shyu, Gregory R. Ciottone, "United States Federal
Emergency Management Agency Regional Clustering by Disaster Exposure:
A New Paradigm for Disaster Response," Natural
Hazards 116, 3427-3445 (2023).
- Yudong Tao, Chuang Yang, Tianyi Wang, Erik Coltey, Yanxiu Jin,
Yinghao Liu, Renhe Jiang, Zipei Fan, Xuan Song, Ryosuke Shibasaki,
Shu-Ching Chen, Mei-Ling Shyu, Steven Luis,
"A Survey on Data-Driven
COVID-19 and Future Pandemic Management,"
ACM Computing Surveys, Volume 55, Issue 7, Article No.: 141, pp 1-36,
July 2023.
- Shu-Ching Chen, "Passing the Torch - Continue Moving Forward," IEEE MultiMedia, Volume 29, Issue 4, pp. 4, Oct.-Dec. 2022.
- Shu-Ching Chen, "Multimedia Meets Deep Reinforcement Learning," IEEE MultiMedia, Volume 29, Issue 3, pp. 5-7, July-Sept. 2022.
- Erik Coltey, Daniela Alonso, Shahin Vassigh, Shu-Ching Chen, "Towards
an AI-Driven Marketplace for Small Businesses During COVID-19,"
SN Computer Science, 3, 441, 2022.
- Shu-Ching Chen, "Digital Assets and Blockchain-Based Multimedia Data Management," IEEE MultiMedia, Volume 29, Issue 2, pp. 5-7, April-June 2022.
- Shu-Ching Chen, "Multimedia Research Toward the Metaverse," IEEE MultiMedia, Volume 29, Issue 1, pp. 125-127, January-March 2022.
- Yudong Tao, Tianyi Wang, Anchen Sun, Shahid S. Hamid, Shu-Ching Chen,
Mei-Ling Shyu, "Florida Public
Hurricane Loss Model: Software System for Insurance Loss Projection,"
Software: Practice and Experience, Volume 52, Issue 7, pp. 1736-1755, July 2022.
- Haiman Tian, Maria Presa-Reyes, Yudong Tao, Tianyi Wang, Samira Pouyanfar,
Miguel Alonso Jr., Steven Luis, Mei-Ling Shyu, Shu-Ching Chen,
Sundaraja Sitharama Iyengar, "Data Analytics for Air Travel Data: A Survey
and New Perspectives," ACM Computing Surveys, Volume 54, Issue 8, Article No: 167, pp. 1-35, November 2022.
- Maria Presa-Reyes, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu,
"Deep Learning with Weak
Supervision for Disaster Scene Description in
Low-Altitude Imagery," IEEE Transactions on Geoscience and Remote Sensing,
vol. 60, Art no. 4704510, pp. 1-10, 2022.
- Shu-Ching Chen, "Multimedia Data Analysis With Edge
Computing," IEEE MultiMedia, Volume 28, Issue 4, pp. 5-7,
October-December 2021.
- Shu-Ching Chen, "Embracing Multimodal Data in Multimedia Data Analysis," IEEE MultiMedia, Volume 28, Issue 3, pp. 5-7, July-Sept 2021.
- Shu-Ching Chen, "Multimedia in Virtual Reality and Augmented Reality," IEEE MultiMedia, Volume 28, Issue 2, pp. 5-7, April-June 2021.
- Shu-Ching Chen, "Multimedia Research for Response and Management of COVID-19 and Future Pandemics," IEEE MultiMedia, Volume 28, Issue 1, pp. 5-6, Jan.-March 2021.
- Shu-Ching Chen, "Momentous Years of Recognition," IEEE MultiMedia, Volume 27, Issue 4, pp. 5-5, October-December 2020.
- Shicheng Cui, Qianmu Li, Shu-Ching Chen, "An Adversarial Learning Approach
for Discovering Social Relations in Human-Centered Information Networks,"
Journal on Wireless Communications and Networking, Article number: 172 (2020).
- Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, "Evolutionary Programming
Based Deep Learning Feature Selection and Network Construction for Visual
Data Classification," Information Systems Frontiers 22, 1053-1066 (2020).
- Shu-Ching Chen, "Impact and Award," IEEE MultiMedia, Volume 26, Issue 4, pp. 5-6, October-December 2019.
- Shicheng Cui, Tao Li, Shu-Ching Chen, Mei-Ling Shyu, Qianmu Li, Hong Zhang,
"DISL: Deep Isomorphic Substructure Learning for Network Representations,"
Knowledge-Based Systems, Volume 189, Article 105086, 2020.
- Samira Pouyanfar, Yudong Tao, Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu,
"Multimodal Deep Learning based on Multiple Correspondence Analysis for Disaster
Management," World Wide Web, Volume 22, Issue 5, pp. 1893-1911,
September 2019.
- Shu-Ching Chen, "Multimedia for Autonomous Driving," IEEE MultiMedia, Volume 26, Issue 3, pp. 5-8, July-September 2019.
- Shu-Ching Chen, "Is Artificial Intelligence New to Multimedia?," IEEE MultiMedia, Volume 26, Issue 2, pp. 5-7, April-June, 2019.
- Shu-Ching Chen, "Multimedia Deep Learning,"
IEEE MultiMedia, Volume 26, Issue 1, pp. 5-7, Jan.-March, 2019.
- Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao,
Maria Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S.S. Iyengar,
"A Survey on Deep Learning: Algorithms,
Techniques, and Applications," ACM Computing Surveys, Volume 51 Issue 5,
Article No. 92, January 2019.
- Shu-Ching Chen, "Multimedia for Data Science,"
IEEE MultiMedia, Volume 25, Issue 4, pp. 5-7, Oct.-Dec., 2018.
- Shu-Ching Chen, "Multimedia for Disaster Information Management,"
IEEE MultiMedia, Volume 25, Issue 3, pp. 5-7, July-Sept., 2018.
- Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu,
"Multimodal Deep Representation Learning for
Video Classification," World Wide Web, Volume 22, Issue 3,
pp 1325-1341, 2019.
- Shu-Ching Chen, "Best Paper and Best Department Article Recognition,"
IEEE MultiMedia, Volume 25, Issue 2, pp. 5-6, Apr.-Jun. 2018.
- Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu,
S.S. Iyengar, "Multimedia Big Data Analytics: A Survey,"
ACM Computing Surveys, Volume 51 Issue 1, Article No. 10, January 2018.
- Yimin Yang, Samira Pouyanfar, Haiman Tian, Min Chen, Shu-Ching Chen,
Mei-Ling Shyu, "IF-MCA: Importance Factor-based Multiple Correspondence Analysis for Multimedia Data Analytics,"
IEEE Transactions on Multimedia, Volume 20, Issue 4, pp. 1024-1032,
April 2018.
- Shu-Ching Chen, "Moving IEEE MultiMedia Forward," IEEE MultiMedia,
Volume 25, Issue 1, pp. 5-6, Jan.-Mar. 2018.
- Samira Pouyanfar, Shu-Ching Chen,
"Automatic Video Event Detection
Using Ensemble Deep Learning," International Journal of Semantic
Computing, Vol. 11, No. 1, pp. 85-109, 2017.
- Tao Li, Ning Xie, Chunqiu Zeng, Wubai Zhou, Li Zheng, Yexi Jiang,
Yimin Yang, Hsin-Yu Ha, Wei Xue, Yue Huang, Shu-Ching Chen,
Jainendra Navlakha, S. S. Iyengar,
"Data-driven Techniques
in Disaster Information Management," ACM Computing Surveys, Volume 50,
Issue 1, Article No. 1, 45 pages, March 2017.
- Nam Ling, Shu-Ching Chen, Doo-Soon Park, "Guest Editorial: Pervasive Multimedia
Computing - Systems Applications and Services," Multimedia Tools and
Applications, Volume 75, Issue 22, pp 14015-14017, November 2016.
- Jason C. Hung, Makoto Takizawa, Shu-Ching Chen, "Guest
Editorial: Large-scale Multimedia Data Management: Techniques and
Applications," Multimedia Tools and Applications, Volume 75,
Issue 23, pp 15341-15346, December 2016.
- Nam Ling, Shu-Ching Chen, Doo-Soon Park, "Guest Editorial: Pervasive
Multimedia Computing - Systems Applications and Services," Multimedia
Tools and Applications, Volume 75, Number 22, pp. 14015-14017,
November 2016.
- Chao Chen, Mei-Ling Shyu, Shu-Ching Chen,
"Weighted Subspace
Modeling for Semantic Concept Retrieval using Gaussian Mixture
Models," Information Systems Frontiers, Special Issue of the
16th IEEE International Conference on Information Reuse and
Integration (IRI 2015), Volume 18, Issue 5, pp. 877-889, October 2016.
- Ruogu Fang, Samira Pouyanfar, Yimin Yang, Shu-Ching Chen,
S.S. Iyengar, "Computational Health Informatics
in the Big Data Age: A Survey," ACM Computing Surveys, Volume 49,
Issue 1, June 2016.
- Mei-Ling Shyu, Shu-Ching Chen, "Emerging Multimedia Research and Applications," IEEE MultiMedia, Vol. 22, No. 4, pp. 11-13, Oct.-Dec. 2015.
- Yonghong Tian, Shu-Ching Chen, Mei-Ling Shyu, Tiejun Huang, Phillip Sheu,
Alberto Del Bimbo, "Multimedia Big Data," IEEE MultiMedia, Vol. 22, No. 3,
pp. 93-95, July-Sept. 2015.
- Shu-Ching Chen, Ramesh Jain, Yonghong Tian, Haohong Wang,
"Guest Editorial Multimedia: The Biggest Big Data,"
IEEE Transactions on Multimedia, Special Issue on Multimedia: The
Biggest Big Data, Vol. 17, No. 9, pp. 1401-1403, September 2015.
- Ahmed T. Soliman, Tao Meng, Shu-Ching Chen, S. S. Iyengar, Puneeth Iyengar,
John Yordy, Mei-Ling Shyu, "Driver Missense Mutation Identification
Using Feature Selection and Model Fusion," Journal of Computational
Biology, December 2015, 22(12): 1075-1085. doi:10.1089/cmb.2015.0110.
- Fausto Fleites, Haohong Wang, Shu-Ching Chen, "Enabling Enriched TV Shopping Experience via Computational and
Temporal Aware View-Centric Multimedia Abstraction," IEEE Transactions
on Multimedia, Volume 17, Issue 7, pp. 1068-1080, July 2015.
- Fausto Fleites, Haohong Wang, Shu-Ching Chen, "Enhancing Product Detection With Multicue Optimization for TV Shopping Applications," IEEE Transactions on Emerging Topics
in Computing, Volume 3, Issue 2, pp. 161-171, June 2015.
- Shahin Vassigh, Winifred E Newman, Amir Behzadan, Yimin Zhu,
Shu-Ching Chen, Scott Graham, "Collaborative Learning in Building
Sciences Enabled by Augmented Reality," American Journal of Civil
Engineering and Architecture, 2(2), 83-88, 2014.
- Jianhua Yan, Keqi Zhang, Chengcui Zhang, Shu-Ching Chen, Giri
Narasimhan, "Automatic Construction of 3D Building Model From
Airborne LIDAR Data Through 2D Snake Algorithm,"
IEEE Transactions on Geoscience and Remote Sensing, Volume 53, Issue 1,
pp. 3-14, January 2015.
- Yimin Yang, Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen,
"A
Multimedia Semantic Retrieval Mobile System Based on HCFGs," IEEE
Multimedia, Volume 21, Number 1, pp. 36-46, January-March, 2014.
- Tao Meng, Ahmed T. Soliman, Mei-Ling Shyu, Yimin Yang, Shu-Ching Chen,
S. S. Iyengar, John Yordy, Puneeth Iyengar, "Wavelet
Analysis in Current Cancer Genome Research: A Survey,"
IEEE/ACM Transactions on Computational Biology and Bioinformatics,
Volume 10, Number 6, pp. 1442-1459, November/December, 2013.
- Xingang Liu, Shu-Ching Chen, Jianhua Ma, Laurence T. Yang, "3D Video
Representation and Design for Ubiquitous Environments," Multimedia Tools
and Applications, Volume 67, Issue 1, Page 1-6, 2013.
- Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen, "Content-Based
Multimedia Retrieval Using Feature Correlation Clustering and
Fusion," International Journal of Multimedia Data Engineering and
Management (IJMDEM), Volume 4, No. 2, pp. 46-64, 2013.
- Li Zheng, Chao Shen, Liang Tang, Chunqiu Zeng, Tao Li, Steve Luis,
Shu-Ching Chen, "Data Mining Meets the Needs of Disaster Information
Management," IEEE Transactions on Human-Machine Systems (THMS),
Volume 43, Number 5, pp. 451-464, 2013.
- Lin Lin, Mei-Ling Shyu, Shu-Ching Chen, "Rule-based Semantic Concept
Classification from Large-scale Video Collections,"
International Journal of Multimedia Data Engineering and
Management, Vol. 4, No. 1, pp. 46-67, 2013.
- Fausto C. Fleites, Shu-Ching Chen, Kasturi Chatterjee, "A Semantic
Index Structure for Multimedia Retrieval,"
International Journal of Semantic Computing, Vol. 6, No. 2, pp. 155-178,
2012.
- Kasturi Chatterjee, Shu-Ching Chen, "Hybrid Query Refinement: A Strategy for a Distance
Based Index Structure to Refine Multimedia Queries,"
International Journal of Multimedia Data Engineering and Management,
Vol. 2, No. 3, pp. 52-71, July-September 2011.
- Lin Lin, Chao Chen, Mei-Ling Shyu, Shu-Ching Chen, "Weighted Subspace
Filtering and Ranking Algorithms for Video Concept Retrieval," IEEE Multimedia,
Vol. 18, No. 3, pp. 32-43, July-September 2011.
- Jong Hyuk Park, Shu-Ching Chen, Mieso Denko, Sheikh Iqbal Ahamed,
"Preface
to Special Section on Intelligent Multimedia System and Data
Management for Ubi-Com," Computing and Informatics, Vol. 30, No 3,
pp. 413-417, 2011.
- Mei-Ling Shyu, Chao Chen, Shu-Ching Chen, "Multi-Class Classification
via Subspace Modeling," International Journal of Semantic Computing,
Volume 5, Issue 1, pp. 55-78, March 2011.
- Rynson W.H. Lau, Ralf Klamma, Shu-Ching Chen, Benjamin Wah,
"Advances
in Ubiquitous Media Technologies and Applications,"
World Wide Web Journal, Volume 14, Number 3, pp. 217-222, May 2011.
- Shahid S Hamid, Jean-Paul Pinelli, Shu-Ching Chen, Kurt Gurley,
"Catastrophe Model Based Assessment of Hurricane Risk and Estimates
of Potential Insured Losses for the State of Florida," ASCE Natural
Hazards Review, Vol. 12, Issue 4, pp. 171-176, November 2011.
- Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen, "Within and Between
Shot Information Utilization in Video Key Frame Extraction,"
Journal of Information and Knowledge Management, Volume 10, Issue 3,
pp. 247-259, 2011.
- Yimin Zhu, Mehmet Emre Bayraktar, Shu-Ching Chen,
"Application of
Metadata Modeling to Dispute Review Report Management," Journal of
Civil Engineering and Management, Vol. 16,, Issue 4, pp. 491-498,
December 2010.
- Lin Lin, Mei-Ling Shyu, Shu-Ching Chen, "Association Rule Mining
with a Correlation-based Interestingness Measure for Video Semantic
Concept Detectioni," International Journal
of Information and Decision Sciences (IJIDS),
Inderscience Publishers,
Vol. 4, Nos. 2/3, pp. 199-216, 2012.
- Vagelis Hristidis, Shu-Ching Chen, Tao Li, Steven Luis, Yi Deng,
"Survey of Data Management and Analysis in Disaster Situations,"
Journal of Systems and Software, Volume 83, Issue 10, pp. 1701-1714,
October 2010.
- Jong Hyuk Park, Shu-Ching Chen, Mieso Denko, Sheikh Iqbal Ahamed,
"ACM/Springer Mobile Networks and Applications (MONET) Special Issue on
"Advanced Mobile Applications and Intelligent Multimedia Systems for
Ubi-Com," Mobile Networks and Applications, Volume 15, Number 4,
pp. 475-476, August 2010.
- Shu-Ching Chen, Gerald Friedland, "Guest Editors' Introduction,"
International Journal of Semantic Computing, Volume 3, Issue 4,
pp. 395-397, December 2009.
- Shu-Ching Chen, "Multimedia Databases and Data Management: A Survey,"
International Journal of Multimedia Data Engineering and Management,
Vol. 1, No. 1, pp. 1-11, January-March 2010.
- Witold Pedrycz, Shu-Ching Chen, Stuart H. Rubin, Gordon Lee,
"Risk
Evaluation Through Decision-Support Architectures in Threat
Assessment and Countering Terrorism," Applied Soft Computing,
Volume 11, Issue 1, pp. 621-631, 2011.
- Shahid Hamid, B. M. Golam Kibria, Sneh Gulati, Mark Powell, Bachir Annane,
Steve Cocke, Jean-Paul Pinelli, Kurt Gurley, Shu-Ching Chen,
"Predicting Losses
of Residential Structures in the State of Florida by the Public Hurricane
Loss Evaluation Model,"
Statistical Methodology, Volume 7, Issue 5, pp. 552-573, September 2010.
- Shahid Hamid, B. M. Golam Kibria, Sneh Gulati, Mark Powell, Bachir Annane,
Steve Cocke, Jean-Paul Pinelli, Kurt Gurley, Shu-Ching Chen,
"Authors' responses
to the discussion on "Predicting losses of residential
structures in the state of Florida by the Public Hurricane Loss Evaluation
Model," Statistical Methodology, Volume 7, Issue 5, pp. 596-600, September 2010.
- Han-Chieh Chao, Sajid Hussain, Shu-Ching Chen, William I. Grosky,
"Special
Issue on Emerging Multimedia Applications," Multimedia Tools
and Applications, Volume 47, Issue 3, Page 347-351, 2010.
- Gerald Friedland, Shu-Ching Chen, "Guest Editors' Introduction,"
Special Issue: Selected Papers from the Tenth IEEE International
Symposium on Multimedia (ISM 2008), International Journal of Semantic
Computing, Volume 3, Issue 2, pp. 151-153, June 2009.
- Kasturi Chatterjee, Shu-Ching Chen, "A Multimedia Data Management
Approach with GeM-Tree," Journal of Multimedia, Vol. 5, No. 4,
pp. 302-309, August 2010.
- Kasturi Chatterjee, Shu-Ching Chen, "HAH-tree: Towards a
Multidimensional Index Structure Supporting Different Video Modelling
Approaches in a Video Database Management System," International Journal
of Information and Decision Sciences (IJIDS), Volume 2, Issue 2,
pp. 188-207, 2010.
- Stuart Rubin, Shu-Ching Chen, "Guest Editorial
Forward to the Special Issue on Information Reuse and Integration,"
Special Issue on Information
Reuse and Integration, IEEE Transactions on Systems, Man, and Cybernetics:
Part C, Applications & Reviews, Volume 39, Issue 4, pp. 377-378, July 2009.
- Stuart Rubin, Shu-Ching Chen, "Introduction," Special Issue on Information Reuse and
Integration, Integrated Computer-Aided Engineering,
Volume 16, Number 3, pp. 179, 2009.
- William I. Grosky, Chengcui Zhang, Shu-Ching Chen, "Intelligent and
Pervasive Multimedia Systems," IEEE Multimedia, Volume 16, Issue 1,
pp. 14-15, January-March 2009.
- Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen,
"Differentiated Service
Protection via Anomalous Traffic Detection,"
International Journal of Electronics and Computer Systems, Vol. 10,
No. 2, pp. 79-92, Winter 2008.
- Shu-Ching Chen, Min Chen, Na Zhao, Shahid Hamid, Kasturi Chatterjee,
Michael Armella, "Florida Public Hurricane Loss Model: Research in Multi-Disciplinary System
Integration Assisting Government Policy Making,"
Special Issue on Building the Next Generation Infrastructure for Digital
Government, Government Information Quarterly, Volume 26, Issue 2, pp.
285-294, April 2009.
- Xin Chen, Chengcui Zhang, Shu-Ching Chen, Stuart Rubin,
"A Human-Centered Multiple Instance Learning Framework for Semantic
Video Retrieval," IEEE Transactions on Systems,
Man, and Cybernetics: Part C, Volume 39, Issue 2, pp. 228-233, March 2009.
- Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen, "Video Streaming over
the Internet with Optimal Bandwidth Resource Allocation,"
Multimedia Tools and Applications, Volume 40, Number 1, pp. 111-134,
October, 2008.
- Mei-Ling Shyu, Shu-Ching Chen, "Guest Editors' Introduction,"
International Journal of Semantic Computing (IJSC), Vol. 2, No. 2,
pp. 161-163, June 2008.
- Shu-Ching Chen, Na Zhao, Mei-Ling Shyu, "Modeling Semantic Concepts
and User Preferences in Content-Based Video Retrieval," International
Journal of Semantic Computing (IJSC), Vol. 1, Issue 3, pp. 377-402,
September 2007.
- Mei-Ling Shyu, Zongxing Xie, Min Chen, Shu-Ching Chen,
"Video Semantic Event/Concept Detection Using a
Subspace-based Multimedia Data Mining Framework," IEEE Transactions
on Multimedia, Special Issue on Multimedia Data Mining, Volume 10,
Number 2, pp. 252-259, February 2008.
- Mei-Ling Shyu, Thiago Quirino, Zongxing Xie, Shu-Ching Chen,
LiWu Chang, "Network
Intrusion Detection through Adaptive Sub-Eigenspace Modeling in Multiagent
Systems,"
ACM Transactions on Autonomous and Adaptive Systems, Volume 2, Issue 3,
Article No. 9, pp. 9:1-9:37, September 2007.
- Xin Chen, Chengcui Zhang, Shu-Ching Chen, Min Chen, "LMS: A
Long Term Knowledge-Based Multimedia Retrieval System for Region-Based
Image Databases," International Journal of
Applied Systemic Studies (IJASS), Vol. 1, No. 4, pp. 416-435, 2007.
- Kasturi Chatterjee, Shu-Ching Chen, "A Novel Indexing and Access
Mechanism using Affinity Hybrid Tree for Content-Based Image Retrieval
in Multimedia Databases," International Journal of Semantic Computing
(IJSC), Vol. 1, Issue 2, pp. 147-170, June 2007.
- Horace H S Ip, Shu-Ching Chen, "Introduction to the Special Issue on
Distributed Adaptation, Representation and Processing of Multimedia
Information," Multimedia Tools and Applications, Voulme 33, Number 1,
pp. 1-3, April 2007.
- Mei-Ling Shyu, Shu-Ching Chen, Qibin Sun, Heather Yu,
"Overview
and Future Trends of Multimedia Research for Content Access and
Distribution," International Journal of Semantic Computing (IJSC), Vol. 1,
No. 1, pp. 29-66, March 2007.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Kanoksri
Sarinnapakorn, "Capturing High-Level
Image Concepts via Affinity Relationships in Image Database Retrieval,"
Multimedia Tools and Applications, Volume 32, Number 1, pp. 73-92, January
2007.
- Shu-Ching Chen, Stuart H. Rubin, Mei-Ling Shyu, Chengcui Zhang,
"A Dynamic User Concept Pattern Learning Framework for
Content-Based Image Retrieval," IEEE Transactions on Systems, Man,
and Cybernetics: Part C, Volume 36, Issue 6, pp. 772-783, November 2006.
- Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen,
"Mining
User Access Patterns with Traversal Constraint for Predicting Web Page
Requests," Knowledge and Information Systems (KAIS) Journal, Volume 10,
Number 4, pp. 515-528, November 2006.
- Mei-Ling Shyu, Shu-Ching Chen,
"Guest
Editorial: Introduction to the Special Issue on Multimedia Databases,"
Information Systems, Volume 31, Issue 7, pp. 636-637, November 2006.
- Keqi Zhang, Jianhua Yan, Shu-Ching Chen, "Automatic Construction of Building Footprints from Airborne LIDAR Data,"
IEEE Transactions on Geoscience and Remote Sensing, vol. 44, issue 9,
pp. 2523-2533, September 2006.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang,
Chi-Min Shu, "Probabilistic Semantic Network-based Image
Retrieval Using MMM and Relevance Feedback," Multimedia Tools and Applications, Volume 30,
Number 2, pp. 131-147, August 2006.
- Shu-Ching Chen, Liang-Jie Zhang, "Introduction to
the special issue on IEEE Multimedia Software Engineering 2004,"
ACM/Springer Multimedia Systems Journal, Volumn 11, Number 5, pp. 467,
June 2006.
- Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen, "An Optimal Resource
Utilization Scheme with End-to-End Congestion Control for Continuous
Media Stream Transmission," Computer Networks, Volume 50, Issue 7,
pp. 921-937, May 2006.
- Min Chen, Shu-Ching Chen, Mei-Ling Shyu, Kasun Wickramaratna,
"Semantic Event Detection via Multimodal Data
Mining," IEEE Signal Processing Magazine, Special Issue on Semantic
Retrieval of Multimedia, Volume 23, Number 2, pp. 38-46, March 2006.
- Keqi Zhang, Shu-Ching Chen, Peter Singh, Khalid Saleem, Na Zhao,
"A 3D Visualization System for Hurricane Storm Surge Flooding,"
IEEE Computer Graphics and Applications, Vol. 26, Issue 1, pp. 18-25,
Jan.-Feb. 2006.
- Du Zhang, Shu-Ching Chen, "Preface," Special Issue on Data Mining
Applications, International Journal of Computer
Applications in Technology, Vol. 27, No. 4, pp. 221-222, 2006.
- Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen, "A Web-Page
Recommender System via a Data Mining Framework and the Semantic Web
Concept," International Journal of Computer
Applications in Technology, Vol. 27, No. 4, pp. 298-311, 2006.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Min Chen, "A Multimodal
Data Mining Framework for Soccer Goal Detection Based on Decision Tree Logic,"
International Journal of Computer Applications in Technology,
Vol. 27, No. 4, pp. 312-323, 2006.
- Mei-Ling Shyu, Shu-Ching Chen, "Guest Editorial: Introduction to
the Special Issue," Multimedia Tools and Applications, Volume 26,
Number 2, pp. 151-152, June 2005.
- Shu-Ching Chen, Jianhua Ma, Shi-Kuo Chang, Yi Deng, Timothy K. Shih,
"Guest
Editor's Introduction for DMS-03 Special Issue," International
Journal of Wireless and Mobile Computing, vol. 1, no. 1, pp. 1-4, 2005.
- Stuart H. Rubin, Shu-Ching Chen, "Threat Detection via
Data Mining with the Guidance of a Rule-Based Expert System,"
Space and Naval Warefare Systems Center (SSC) San Diego Biennial
Review, Technical Document, pp. 150-154, 2006.
- Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, Chengcui Zhang,
"Spatiotemporal Vehicle Tracking - The Use of Unsupervised Learning-Based
Segmentation and Object Tracking," IEEE
Robotics and Automation Magazine, special issue on Robotic Technologies
applied to Intelligent Transportation Systems, Vol. 12, No. 1, pp. 50-58,
March 2005, ISSN 1070-9932.
- Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, Hongli Luo,
"An Adaptive
Rate-Control Streaming Mechanism with Optimal Buffer Utilization,"
Journal of Systems and Software, Special Issue on Adaptive
Multimedia Computing, Volume 75, Issue 3, pp. 271-282, March 2005.
- Mei-Ling Shyu, Shu-Ching Chen, Stuart H. Rubin, "Stochastic Clustering
for Organizing Distributed Information Source,"
IEEE Transactions on Systems, Man and Cybernetics: Part B, vol. 34, no. 5,
pp. 2035-2047, October, 2004.
- Shu-Ching Chen, Sneh Gulati, Shahid Hamid, Xin Huang, Lin Luo,
Nirva Morisseau-Leroy, Mark D. Powell, Chengjun Zhan, Chengcui Zhang,
"A Web-based
Distributed System for Hurricane Occurrence Projection," Software: Practice
and Experience, Volume 34, Issue 6, pp. 549-571, May 2004.
- Shu-Ching Chen, Xinran Wang, Naphtali Rishe, Mark Allen Weiss,
"A Web-Based Spatial Data Access System Using
Semantic R-Trees,"
Information Science: An International Journal, vol. 167, Issues 1-4,
pp 41-61, December 2004.
- Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, Chengcui Zhang,
"Learning-Based Spatio-Temporal Vehicle Tracking
and Indexing for Transportation Multimedia Database Systems,"
IEEE Transactions on Intelligent Transportation Systems, vol. 4, no. 3,
pp. 154-167, September 2003.
- Keqi Zhang, Shu-Ching Chen, Dean Whitman, Mei-Ling Shyu, Jianhua Yan,
Chengcui Zhang, "A Progressive Morphological Filter for
Removing Non-Ground Measurements from Airborne LIDAR Data,"
IEEE Transactions on Geoscience and Remote Sensing, vol. 41, Issue 4,
pp. 872-882, April 2003.
- Stuart H. Rubin, Mei-Ling Shyu, Shu-Ching Chen, "Database Cluster
Hierarchies and Semantic Relationship Discovery in Distributed Database
Systems," Space and Naval Warefare Systems Center (SSC) 2003 Biennial Review,
pp. 73-77, 2003.
- Shu-Ching Chen, Agnes Voisard, "Guest Editorial: Introduction to
the Special Issue," Geoinformatica, Volume 7, Issue 3, pp. 175-177,
September 2003.
- Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu,
"Model-Based System
Development for Asynchronous Distance Learning,"
International Journal of Distance Education Technologies, vol. 1, no. 4,
pp. 39-54, October-December 2003.
- Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen,
"Category Cluster
Discovery from Distributed WWW Directories,"
Journal of Information Sciences,
special issue on Knowledge Discovery from Distributed Information Sources,
vol 155, Issues 3-4, pp. 181-197, October 2003.
- Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen,
"Identifying
Topics for Web Documents through Fuzzy Association Learning,"
International Journal of Computational Intelligence and Applications (IJCIA),
Special Issue on Internet-Based Intelligent Systems, vol. 2, no. 3,
pp. 277-285, September 2002.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott,
"A Multimedia Data Mining Framework: Mining Information from Traffic
Video Sequences," Journal of
Intelligent Information System, Special Issue on
Multimedia Data Mining, vol. 19, no. 1, pp. 61-77, July 2002.
- Shu-Ching Chen, R. L. Kashyap,
"A Spatio-Temporal Semantic Model for
Multimedia Database Systems and Multimedia Information Systems,"
IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 4,
pp. 607-622, July/August 2001.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, R. L. Kashyap,
"Identifying Overlapped Objects for Video Indexing
and Modeling
in Multimedia Database Systems," International
Journal on Artificial Intelligence Tools, vol. 10, no. 4, pp. 715-734,
December 2001.
- Sheng-Tun Li, Shu-Ching Chen, Mei-Ling Shyu, "A
Snapshot Browsing Model for Distributed Surveillance Systems,"
Journal of Applied Systems Studies, Special Issue on Distributed Multimedia
Systems with Applications, vol. 2, no. 3, pp. 421-437, 2001.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"Generalized
Affinity-Based Association Rule Mining for Multimedia Database
Queries," Knowledge and Information Systems (KAIS): An International Journal,
vol. 3, no. 3, pp. 319-337, August 2001.
- Shu-Ching Chen, Mei-Ling Shyu, R. L. Kashyap, "Augmented Transition
Network as a Semantic Model for Video Data,"
International Journal of Networking and Information Systems,
Special Issue on Video Data, vol. 3, no. 1, pp. 9-25, 2000.
- Srinivas Peeta, Shu-Ching Chen, "A Distributed Computing Environment
for Dynamic Traffic Operations," International Journal of
Computer-Aided Civil and Infrastructure Engineering (CACAIE),
Special Issue on Intelligent Transportation Systems,
14:4(1999),
pp. 239-253.
Referred Conference/Symposium/Workshop Proceedings
- Jainil Anilkumar Patel, Mohammadreza Akbari Lor, Shu-Ching Chen,
Mei-Ling Shyu, Steven Luis,
"Data-Driven
Vulnerable Community Identification During Compound Disasters,"
IEEE International Conference on Cognitive Machine Intelligence,
pp. 75-84, October 28-30, 2024, Washington D.C., USA.
- Zichong Wang, Zhibo Chu, Ronald Blanco, Zhong Chen, Shu-Ching Chen,
Wenbin Zhang, "Advancing Graph Counterfactual Fairness through Fair
Disentangled Representation,"
European Conference on Machine Learning and Principles and Practice of
Knowledge Discovery in Databases (ECML PKDD), pp. 40-58, September 9-13,
2024, Vilnius, Lithuania.
- Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Yudong Tao,
Shahin Vassigh, "Enabling Intelligent
Immersive Learning using Deep Learning-based Learner Confidence
Estimation," IEEE 25th
International Conference on Information Reuse and Integration for Data
Science (IEEE IRI 2024), pp. 55-60, August 7-9, 2024,
San Jose, CA, USA.
- Ayushman Das, Shu-Ching Chen, Mei-Ling Shyu, Saad Sadiq, "Enabling
Synergistic Knowledge Sharing and Reasoning in Large Language Models with
Collaborative Multi-Agents," The 9th IEEE
International Conference on Collaboration and Internet Computing,
pp. 92-98, November 1-3, 2023, Atlanta, GA, USA.
- Renhe Jiang, Zhaonan Wang, Yudong Tao, Chuang Yang, Xuan Song,
Ryosuke Shibasaki, Shu-Ching Chen and Mei-Ling Shyu,
"Learning Social
Meta-knowledge for Nowcasting Human Mobility in Disaster,"
WWW Conference (Ranked 1st in Google Scholar H-index in "Databases &
Information Systems"), pp. 2655-2665, April 30-May 4, 2023, Austin, Texas,
USA.
- Tianyi Wang, Shu-Ching Chen, "Multi-Task Local-Global Graph Network for
Flight Delay Prediction," IEEE 23rd International
Conference on Information Reuse and Integration for Data Science (IEEE IRI 2022), pp. 49-54, August 9-11, 2022.
- Maria Presa-Reyes, Yudong Tao, Rui Ma, Shu-Ching Chen, Mei-Ling Shyu,
"Multi-Source Weak Supervision Fusion for Disaster Scene Recognition in
Videos," The 5th IEEE International Conference
on Multimedia Information Processing and Retrieval (IEEE MIPR 2022),
San Jose, CA, USA, pp. 287-292, August 2-4, 2022, Virtual. (Won the Best Student Paper Award)
- Pratik Mahyawansi, Cheng-Xian Lin, Shu-Ching Chen, "Deep Learning for Drag
Coefficient Predictions of Spherical and Non-Spherical Particles,"
Proceedings of the ASME 2021 International Mechanical Engineering Congress
and Exposition (IMECE2021), November 1-5, 2021, Virtual, Online.
- Yudong Tao, Renhe Jiang, Erik Coltey, Chuang Yang, Xuan Song,
Ryosuke Shibasaki, Mei-Ling Shyu, Shu-Ching Chen, "Data-Driven In-Crisis Community Identification for Disaster Response
and Management,"
The 7th IEEE International Conference
on Collaboration and Internet Computing, pp. 96-104, December 13-15, 2021,
Virtual Conference.
- Maria Presa-Reyes, Shu-Ching Chen, "Weakly-Supervised Damaged Building
Localization and Assessment with Noise Regularization,"
The 4th IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR 2021), Tokyo, Japan, pp. 8-14, September 8-10, 2021.
- Erik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen,
Mei-Ling Shyu, "Generalized Structure for Adaptable Immersive Learning
Environments," IEEE 22nd International
Conference on Information Reuse and Integration for Data Science,
pp. 294-301, August 10-12, 2021.
- Tianyi Wang, Shu-Ching Chen, "Hierarchical Multimodal Fusion Network
with Dynamic Multi-task Learning," IEEE 22nd International
Conference on Information Reuse and Integration for Data Science,
pp. 208-214, August 10-12, 2021.
- Anchen Sun, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen, Angela Blizzard,
William Andrew Rothenberg, Dainelys Garcia, Jason F Jent,
"Multimodal
Data Integration for Interactive and Realistic Avatar Simulation in
Augmented Reality," IEEE 22nd International
Conference on Information Reuse and Integration for Data Science,
pp. 362-369, August 10-12, 2021.
- Erik Coltey, Shahin Vassigh, Shu-Ching Chen, "Community-Connect: COVID-19 Small Business Marketplace with Automated
Regulation Matching and Company
Lead Retrieval," IEEE 22nd International
Conference on Information Reuse and Integration for Data Science,
pp. 57-60, August 10-12, 2021. (Demo Paper)
- Shicheng Cui, Qianmu Li, Shu-Ching Chen, Jun Hou, Hanrui Zhang,
Shunmei Meng, "Encoding Dual Semantic Knowledge for Text-enhanced Cloud
Services," CloudComp 2020, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 363. Springer, pp. 146-159, 2021.
- Tianyi Wang, Shu-Ching Chen, "Multi-Label Multi-Task Learning with Dynamic Task Weight Balancing," The 21st IEEE International Conference on Information Reuse and Integration for Data Science (IEEE IRI 2020), Tuscany Hotel, Las Vegas, Nevada, USA, pp. 245-252, August 11-13, 2020.
- Maria Presa-Reyes, Biayna Bogosian, Bradley Schonhoff, Christopher Jerauld,
Christian Moreyra, Piero Gardinali, Shu-Ching Chen, "A Water Quality Research Platform for the Near-real-time Buoy Sensor Data," The 21st IEEE International Conference on Information Reuse and Integration for Data Science (IEEE IRI 2020), Tuscany Hotel, Las Vegas, Nevada, USA, pp. 287-294, August 11-13, 2020.
- Yudong Tao, Erik Coltey, Tianyi Wang, Miguel Alonso Jr., Mei-Ling Shyu,
Shu-Ching Chen, Hadi Alhaffar, Albert Elias, Biayna Bogosian, Shahin Vassigh,
"Confidence Estimation Using Machine Learning in Immersive Learning
Environments," IEEE 3rd International Conference on
Multimedia Information Processing and Retrieval, Shenzhen, Guangdong, China,
pp. 247-252, August 6-8, 2020.
- Maria Presa-Reyes, Shu-Ching Chen, "Assessing Building Damage by
Learning the Deep Feature Correspondence of Before and After Aerial
Images," IEEE 3rd International Conference
on Multimedia Information Processing and Retrieval, Shenzhen, Guangdong,
China, pp. 43-48, August 6-8, 2020.
- Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, "Evolutionary Programming based
Deep Feature and Model Selection for Visual Data Classification,"
IEEE 3rd International Conference on Multimedia Information
Processing and Retrieval, Shenzhen, Guangdong, China, pp. 61-66, August 6-8, 2020.
- Tianyi Wang, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu,
"Multi-task Multimodal Learning for Disaster
Situation Assessment," IEEE 3rd International Conference on Multimedia Information
Processing and Retrieval, Shenzhen, Guangdong, China, pp. 209-212, August 6-8, 2020.
- Yudong Tao, Rui Ma, Mei-Ling Shyu, Shu-Ching Chen, "Challenges in
Energy-Efficient Deep Neural Network Training with FPGA,"
The 2020 CVPR Workshop of Low-Power Computer Vision Challenge,
in conjunction with CVPR 2020, Seattle, WA, USA, June 15, 2020.
- Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso Jr., Steve Luis,
Shu-Ching Chen, "A Framework for Airfare Price Prediction:
A Machine Learning Approach," The 20th
IEEE International Conference on Information Reuse and Integration for Data Science
(IEEE IRI 2019), Los Angeles, CA, USA, pp. 200-207, July 30-August 1, 2019.
- Yuexuan Tu, Saad Sadiq, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen,
"A Power Efficient Neural Network Implementation on
Heterogeneous FPGA and GPU Devices,"
The 20th
IEEE International Conference on Information Reuse and Integration for Data Science
(IEEE IRI 2019), Los Angeles, CA, USA, pp. 193-199, July 30-August 1, 2019.
- Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, "Genetic
Algorithm based Deep Learning Model Selection for Visual Data Classification," The 20th
IEEE International Conference on Information Reuse and Integration for Data Science
(IEEE IRI 2019), Los Angeles, CA, USA, pp. 127-134, July 30-August 1, 2019.
- Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart Rubin, "Automated
Neural Network Construction with Similarity Sensitive Evolutionary
Algorithms," The 20th IEEE International
Conference on Information Reuse and Integration for Data Science
(IEEE IRI 2019), Los Angeles, CA, USA, pp. 283-290, July 30-August 1, 2019.
- Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang,
Shu-Ching Chen, Mei-Ling Shyu, "Unconstrained Flood Event
Detection Using Adversarial Data Augmentation," IEEE International Conference on Image
Processing (ICIP 2019), Taipei, Taiwan, pp. 155-159, September 22-25, 2019. (ICIP 2019 Paper Award Finalist)
- Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen,
"ROADS: Randomization for Obstacle Avoidance and Driving
in Simulation," Workshop on Autonomous Driving (WAD), in conjunction with CVPR 2019,
Long Beach, CA, pp. 78-87, June 16, 2019.
- Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen, "Residual
Attention-based Fusion for Video Classification," Women in Computer Vision Workshop (WiCV),
in conjunction with CVPR 2019, Long Beach, CA, June 16, 2019.
- Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen, "A Multi-label Multimodal Deep Learning Framework for Imbalanced Data
Classification," IEEE 2nd International Conference on Multimedia Information Processing and Retrieval, San Jose, CA, USA, pp. 199-204, March 28-30, 2019.
- Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu, "Deep
Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data
Classification," The 19th IEEE International
Conference on Information Reuse and Integration for Data Science (IEEE IRI 2018),
Salt Lake City, UT, USA, pp. 386-393, July 7-9, 2018.
- Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S.S. Iyengar,
"Automatic Convolutional Neural Network Selection
for Image Classification Using Genetic Algorithms,"
The 19th IEEE International Conference on Information Reuse and Integration
for Data Science (IEEE IRI 2018), Salt Lake City, UT, USA, pp. 444-451, July 7-9, 2018.
- Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen,
"Reduced Residual
Nets (Red-Nets): Low Powered Adversarial Outlier Detectors,"
The 19th IEEE International Conference on Information Reuse and Integration
for Data Science (IEEE IRI 2018), Salt Lake City, UT, USA, pp. 436-443,
July 7-9, 2018.
- Deya M. Banisakher, Maria E. Presa Reyes, Joshua D. Eisenberg, Joshua Allen,
Mark A. Finlayson, Rene Price, Shu-Ching Chen, "Ontology-Based
Supervised Concept Learning for the Biogeochemical Literature,"
The 19th IEEE International Conference on Information Reuse and Integration
for Data Science (IEEE IRI 2018), Salt Lake City, UT, USA, pp. 402-410,
July 7-9, 2018.
- Samira Pouyanfar, Yudong Tao, Anup Mohan, Haiman Tian, Ahmed S. Kaseb,
Kent Gauen, Ryan Dailey, Sarah Aghajanzadeh, Yung-Hsiang Lu,
Shu-Ching Chen, Mei-Ling Shyu, "Dynamic
Sampling in Convolutional Neural Networks for Imbalanced Data
Classification,"
The First IEEE International Conference on
Multimedia Information Processing and Retrieval (IEEE MIPR 2018), Miami,
Florida, USA, pp. 112-117, April 10-12, 2018.
- Haiman Tian, Hector Cen Zheng, Shu-Ching Chen, "Sequential Deep Learning for Disaster-Related Video Classification,"
The First IEEE International Conference on
Multimedia Information Processing and Retrieval (IEEE MIPR 2018), Miami,
Florida, USA, pp. 106-111, April 10-12, 2018.
- Lili Pan, Samira Pouyanfar, Hao Chen, Jiaohua Qin, and Shu-Ching Chen,
"DeepFood: Automatic Multi-Class Classification
of Food Ingredients Using Deep Learning,"
The 3rd IEEE International Conference on Collaboration and Internet
Computing, San Jose, California, USA, pp. 181-189, Oct. 15-17, 2017.
- Maria E. Presa Reyes, Samira Pouyanfar, Hector Cen Zheng, Hsin-Yu Ha,
Shu-Ching Chen, "Multimedia Data Management
for Disaster Situation Awareness,"
International Symposium on Sensor Networks, Systems and Security,
Lakeland, FL, USA, pp. 137-146, 8/31-9/2, 2017.
- Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe,
"FA-MCADF: Feature Affinity based Multiple
Correspondence Analysis and Decision Fusion Framework for Disaster
Information Management,"
IEEE 18th International Conference on Information Reuse and Integration
(IEEE IRI 2017), San Diego, CA, USA, pp. 198-206, August 4-6, 2017.
- Stuart H. Rubin, William K. Grefe, Thouraya Bouabana-Tebibel,
Shu-Ching Chen, Mei-Ling Shyu, Kenneth S. Simonsen,
"Cyber-Secure
UAV Communications using Heuristically Inferred Stochastic Grammars
and Hard Real-Time Adaptive Waveform Synthesis and Evolution,"
IEEE 18th International Conference on Information Reuse and
Integration (IEEE IRI 2017), San Diego, CA, USA, pp. 9-15, August 4-6, 2017.
- Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen,
Daniel Feaster, "AAFA: Associative
Affinity Factor Analysis for Bot Detection and Stance Classification
in Twitter," IEEE 18th International
Conference on Information Reuse and Integration (IEEE IRI 2017),
San Diego, CA, USA, pp. 356-365, August 4-6, 2017.
- Joshua Eisenberg, Deya Banisakher, Maria Presa, Kalli Unthank,
Mark Finlayson, Shu-Ching Chen, Rene Price,
"Toward Semantic
Search for the Biogeochemical Literature,"
IEEE 18th International
Conference on Information Reuse and Integration (IEEE IRI 2017),
San Diego, CA, USA, pp. 517-525, August 4-6, 2017.
- Kent Gauen, Ryan Dailey, John Laiman, Yuxiang Zi, Nirmal Asokan,
Yung-Hsiang Lu, George K. Thiruvathukal, Mei-Ling Shyu,
Shu-Ching Chen, "Comparison of Visual
Datasets for Machine Learning,"
IEEE 18th International
Conference on Information Reuse and Integration (IEEE IRI 2017),
San Diego, CA, USA, pp. 346-355, August 4-6, 2017.
- Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu,
"An Efficient Deep
Residual-Inception Network For Multimedia Classification,"
2017 IEEE International Conference on Multimedia
and Expo (ICME), Hong Kong, pp. 373-378, July 10-14, 2017.
- Samira Pouyanfar, Shu-Ching Chen,
"T-LRA: Trend-based Learning Rate
Annealing for Deep Neural Networks," The Third IEEE International
Conference on Multimedia Big Data (IEEE BigMM 2017), Laguna Hills,
California, USA, pp. 50-57, April 19-21, 2017.
- Haiman Tian, Shu-Ching Chen, "MCA-NN:
Multiple Correspondence Analysis based Neural Network for Disaster
Information Detection," The Third IEEE International Conference on
Multimedia Big Data (IEEE BigMM 2017), Laguna Hills, California, USA,
pp. 268-275, April 19-21, 2017.
- Maria E. Presa Reyes, Shu-Ching Chen,
"A 3D Virtual Environment for
Storm Surge Flooding Animation," The Third
IEEE International Conference on Multimedia Big Data (IEEE BigMM 2017),
Laguna Hills, California, USA, pp. 244-245, April 19-21, 2017. (Demo Paper)
- Haiman Tian, Shu-Ching Chen, "A
Video-aided Semantic Analytics System for Disaster Information
Integration," The Third IEEE International Conference on Multimedia
Big Data (IEEE BigMM 2017), Laguna Hills, California, USA, pp. 242-243,
April 19-21, 2017. (Demo Paper)
- Samira Pouyanfar, Shu-Ching Chen, "Semantic
Event Detection Using Ensemble Deep Learning,"
The IEEE International Symposium on Multimedia (IEEE ISM 2016), San Jose,
California, USA, pp. 203-208, December 11-13, 2016.
- Tao Li, Wubai Zhou, Chunqiu Zeng, Qing Wang, Qifeng Zhou, Dingding Wang,
Jia Xu, Yue Huang, Wentao Wang, Minjing Zhang, Steve Luis, Shu-Ching Chen,
Naphtali Rishe, "DI-DAP: An Efficient Disaster
Information Delivery and Analysis Platform in Disaster Management,"
25th ACM Conference on Information and Knowledge Management (CIKM 2016),
Industrial Track, Indianapolis, USA, pp. 1593-1602, Oct. 24-28, 2016.
- Ramesh Baral, Dingding Wang, Tao Li, Shu-Ching Chen,
"GeoTeCS: Exploiting Geographical, Temporal,
Categorical and Social aspects for Personalized POI Recommendation,"
The 17th IEEE International Conference on
Information Reuse and Integration (IRI 2016), Pittsburgh, PA, USA,
pp. 94-101, July 28-30, 2016.
- Samira Pouyanfar, Shu-Ching Chen,
"Semantic Concept Detection Using Weighted
Discretization Multiple Correspondence Analysis for Disaster
Information Management," The 17th IEEE
International Conference on Information Reuse and Integration
(IRI 2016), Pittsburgh, PA, USA, pp. 556-564, July 28-30, 2016.
- Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen,
"A Classifier Ensemble Framework for
Multimedia Big Data Classification," The 17th IEEE International
Conference on Information Reuse and Integration (IRI 2016), Pittsburgh,
PA, USA, pp. 615-622, July 28-30, 2016. (Won the Best Paper Award)
- Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran,
"Enhancing Multimedia Imbalanced Concept
Detection Using VIMP in Random Forests," The 17th IEEE International
Conference on Information Reuse and Integration (IRI 2016), Pittsburgh,
PA, USA, pp. 601-608, July 28-30, 2016.
- Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha,
Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid,
"Domain Knowledge
Assisted Data Processing for Florida Public Hurricane Loss Model,"
The 17th IEEE International Conference on Information Reuse and
Integration (IRI 2016), Pittsburgh, PA, USA,
pp. 441-447, July 28-30, 2016.
- Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan,
Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid,
"A Scalable and Automatic Validation
Process for Florida Public Hurricane Loss Model,"
The 17th IEEE International Conference on
Information Reuse and Integration (IRI 2016),
Pittsburgh, PA, USA, pp. 324-331, July 28-30, 2016.
- Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen,
"Deep Learning for Imbalanced Multimedia Data
Classification," IEEE International Conference on Multimedia
(ISM 2015), Miami, FL, pp. 483-488, December 14-16, 2015.
- Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen,
"Correlation-based Deep Learning for
Multimedia Semantic Concept Detection," The 16th International
Conference on Web Information System Engineering (WISE 2015), Miami, FL,
pp. 473-487, November 1-3, 2015.
- Guangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Ouri Wolfson,
Naphtali Rishe, "Moving Video Mapper
and City Recorder with Geo-Referenced Videos," The 16th International
Conference on Web Information System Engineering (WISE 2015), Miami, FL,
pp. 324-331, November 1-3, 2015.
- Sheng Guan, Min Chen, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu,
Chengde Zhang, "Deep Learning with MCA-based
Instance Selection and Bootstrapping for Imbalanced Data
Classification," 1st IEEE International
Conference on Collaboration and Internet Computing (IEEE CIC 2015),
Hangzhou, China, pp. 288-295, October 28-30, 2015.
- Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu,
"Negative-based Sampling
for Multimedia Retrieval,"
The 16th IEEE International Conference on
Information Reuse and Integration (IRI 2015), San Francisco, USA,
pp. 64-71, August 13-15, 2015.
- Yimin Yang, Shu-Ching Chen, "Ensemble
Learning
from Imbalanced Data Set for Video Event Detection,"
The 16th IEEE International Conference on
Information Reuse and Integration (IRI 2015), San Francisco, USA,
pp. 82-89, August 13-15, 2015.
- Chao Chen, Mei-Ling Shyu, Shu-Ching Chen,
"Gaussian Mixture Model-based
Subspace Modeling for Semantic Concept Retrieval,"
The 16th IEEE International Conference on
Information Reuse and Integration (IRI 2015), San Francisco, USA,
pp. 258-265, August 13-15, 2015.
- Guangqiang Zhao, Minjing Zhang, Tao Li, Shu-ching Chen, Naphtali Rishe,
"City Recorder: Virtual City Tour Using
Geo-Referenced Videos,"
The 16th IEEE International Conference on
Information Reuse and Integration (IRI 2015), San Francisco, USA,
pp. 281-286, August 13-15, 2015.
- Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu,
"Temporal Multiple Correspondence Analysis
for Big Data Mining in Soccer Videos,"
The First IEEE International Conference on Multimedia Big Data (BigMM),
Beijing, China, pp. 64-71, April 20-22, 2015.
- Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu,
"Utilizing Indirect Associations in Multimedia
Semantic Retrieval," The First IEEE International Conference on
Multimedia Big Data (BigMM), Beijing, China, pp. 72-79, April 20-22, 2015.
- Hsin-Yu Ha, Shu-Ching Chen, Min Chen,
"FC-MST: Feature Correlation
Maximum Spanning Tree for Multimedia Concept Classification,"
Ninth IEEE International Conference on Semantic Computing (IEEE ICSC2015),
Anaheim, California, USA, pp. 276-283, February 7-9, 2015.
- Yimin Yang, Daniel Lopez, Haiman Tian, Samira Pouyanfar, Fausto Fleites,
Shu-Ching Chen, Shahid Hamid, "Integrated
Execution Framework for Catastrophe Modeling,"
Ninth IEEE International Conference on Semantic Computing (IEEE ICSC2015),
Anaheim, California, USA, pp. 201-207, February 7-9, 2015.
- Raul Garcia, Diana Machado, Hsin-Yu Ha, Yimin Yang, Shu-Ching Chen,
Shahid Hamid, "A Web-Based Task-Tracking
Collaboration System for the Florida Public Hurricane Loss Model,"
10th IEEE International Conference on Collaborative Computing: Networking,
Applications and Worksharing (CollaborateCom 2014), Miami, Florida, USA,
pp. 304-311, October 22-25, 2014.
- Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie,
"Generating Textual Storyline to
Improve Situation Awareness in Disaster Management," The 15th IEEE
International Conference on Information Reuse and Integration (IRI 2014),
San Francisco, USA, pp. 585-592, August 13-15, 2014.
- Chunqiu Zeng, Hongtai Li, Huibo Huang, Yudong Guang, Chang Liu, Tao Li,
Mingjin Zhang, Shu-Ching Chen, Naphtali Rishe,
"Optimizing Online
Spatial Data Analysis with Sequential Query Patterns," The 15th IEEE
International Conference on Information Reuse and Integration (IRI 2014),
San Francisco, USA, pp. 253-260, August 13-15, 2014.
- Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie,
Jinpeng Wei, "A Bipartite-Graph
Based Approach for Disaster Susceptibility Comparisons among Cities,"
The 15th IEEE International Conference on Information Reuse and
Integration (IRI 2014), San Francisco, USA, pp. 593-599, August 13-15,
2014.
- Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen, Min Chen,
"Correlation-based Re-ranking for
Semantic Concept Detection," The 15th IEEE International Conference on
Information Reuse and Integration (IRI 2014), San Francisco, USA,
pp. 765-770, August 13-15, 2014.
- Peeraya Inyim, HisnYu Ha, Long Phan, Yimin Zhu, Shu-Ching Chen,
"Integration of Video Image Processing and BIM-based Energy Simulation
for Analyzing the Impact of Dynamic User Patterns on Building Energy
Consumption," International Conference on
Construction and Real Estate Management (ICCREM 2014), Kumming, China,
pp. 526-534, September 27-28, 2014.
- Winifred E Newman, Shahin Vassigh, Shu-Ching Chen, Scott Graham,
Keqi Zhang, "Using Immersive Computing Environments in Environment
Research," Proceedings of 102nd Meeting, Association of Collegiate
Schools of Architecture, Miami, Florida, pp. 103-112, April 2014.
- Liang Tang, Tao Li, Shu-Ching Chen, Shuzhi Zhu.
"Searching Similar Segments over Textual Event
Sequences," Proceedings of the 22th ACM Conference on Information
and Knowledge Management (CIKM 2013), San Francisco, USA, pp. 329-338,
Dec. 2013.
- Zheng Cui, Keqi Zhang, Chengcui Zhang Shu-Ching Chen,
"A Multi-Pass Generation of DEM for Urban
Planning," 2013 IEEE International Workshop on Big Data Analytics
in Mobile Social Networks (BigMSN 2013), December 16-19, 2013, Fuzhou,
China, in conjunction with CloudCom-Asia 2013.
- Fausto C. Fleites, Shu-Ching Chen, "Efficient Content-based Multimedia Retrieval Using Novel Indexing Structure in
PostgreSQL," IEEE International Symposium on Multimedia, Anaheim,
California, USA, pp. 500-501, December 9-11, 2013. (Demo Paper)
- Yimin Yang, Fausto C. Fleites, Haohong Wang, Shu-Ching Chen,
"An Automatic Object Retrieval Framework
for Complex Background," IEEE International Symposium on Multimedia,
Anaheim, California, USA, pp. 374-377, December 9-11, 2013.
- Zheng Cui, Keqi Zhang, Chengcui Zhang, Shu-Ching Chen,
"A Cluster-based Morphological
Filter for Geospatial Data Analysis," 2nd ACM SIGSPATIAL International
Workshop on Analytics for Big Geospatial Data (BigSpatial-2013), in
conjunction with ACM SIGSPATIAL 2013, November 5-8, 2013, Orlando,
Florida, USA.
- Zheng Cui, Keqi Zhang, Chengcui Zhang, Jianhua Yan, Shu-Ching Chen,
"A GUI Based LIDAR Data Processing
System for Model Generation and Mapping," 1st ACM SIGSPATIAL
International Workshop on Interacting with Maps (MapInteract) 2013, in
conjunction with ACM SIGSPATIAL 2013, November 5-8, 2013, Orlando,
Florida, USA. (Demo Paper)
- Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen, "Building Multi-model
Collaboration in Detecting Multimedia Semantic Concepts,"
9th IEEE International Conference on Collaborative Computing:
Networking, Applications and Worksharing, October 20-23, 2013, Austin,
Texas, USA.
- Fausto Fleites, Steve Cocke, Shu-Ching Chen, Shahid Hamid,
"Efficiently Integrating MapReduce-based Computing
into a Hurricane Loss Projection Model," The 14th IEEE International
Conference on Information Integration and Reuse (IRI 2013), San Francisco,
USA, pp. 402-407, August 14-16, 2013.
- Hsin-Yu Ha, Yimin Yang, Fausto Fleites, Shu-Ching Chen,
"Correlation-Based Feature Analysis and
Multi-Modality Fusion Framework for Multimedia Semantic Retrieval,"
The 2013 IEEE International Conference on Multimedia and Expo (ICME 2013),
"Multimedia for Humanity" Theme Track, San Jose, California, USA,
July 15-19, 2013.
- Yimin Yang, Shu-Ching Chen, "Disaster Image
Filtering and Summarization Based on Multi-layered Affinity
Propagation," IEEE Symposium on Multimedia (ISM 2012), Irvine,
California, USA, pp. 100-103, December 10-12, 2012.
- Yimin Yang, Wenting Lu, Jesse Domack, Tao Li, Shu-Ching Chen, Steven Luis,
Jainendra K Navlakha, "MADIS: A
Multimedia-Aided Disaster Information Integration System for Emergency
Management," The 8th IEEE International
Conference on Collaborative Computing: Networking, Applications and
Worksharing (IEEE CollaborateCom 2012), Pittsburgh, PA, USA, pp. 233-241,
October 14-17, 2012.
- Hsin-Yu Ha, Shu-Ching Chen, Yimin Zhu, Steven Luis, Scott Graham,
Shahin Vassigh, "Constraint Driven Model
Using Correlation and Collaborative Filtering for Sustainable
Building," The 13th IEEE International Conference on Information
Integration and Reuse (IRI 2012), Las Vegas, pp. 309-315,
August 8-10, 2012.
- Li Zheng, Chao Shen, Liang Tang, Chunqiu Zeng, Tao Li, Steve Luis,
Shu-Ching Chen, Jainendra K. Navlakha,
"Disaster SitRep - A Vertical
Search Engine and Information Analysis Tool in Disaster Management
Domain," The 13th IEEE International Conference on Information
Integration and Reuse (IRI 2012), Las Vegas, pp. 457-465, August 8-10, 2012.
- Fausto Fleites, Kasturi Chatterjee, Shu-Ching Chen,
"AH+-Tree: An
Efficient Multimedia Indexing Structure for Similarity Queries,"
IEEE International Symposium on Multimedia
(ISM2011), Dana Point, California USA, pp. 69-76, December 5-7, 2011.
- Dianting Liu, Mei-Ling Shyu, Qiusha Zhu, Shu-Ching Chen,
"Moving Object Detection under Object
Occlusion Situations in Video Sequences," IEEE International
Symposium on Multimedia (ISM2011), Dana Point, California USA,
pp. 271-278, December 5-7, 2011.
- Steven Luis, Fausto C. Fleites, Yimin Yang, Hsin-Yu Ha,
Shu-Ching Chen, "A Visual Analytics
Multimedia Mobile System for Emergency Response," IEEE International
Symposium on Multimedia (ISM2011), Dana Point, California USA,
pp. 337-338, December 5-7, 2011. (Demo Paper)
- Chao Chen, Mei-Ling Shyu, Shu-Ching Chen, "Data Management Support
via Spectrum Perturbation-based Subspace Classification in Collaborative
Environments," the 7th International Conference
on Collaborative Computing: Networking, Applications and Worksharing
(CollaborateCom 2011), Orlando, Florida, USA, pp. 67-76, October 15-18, 2011
(Invited Paper).
- Yimin Yang, Hsin-Yu Ha, Fausto Fleites, Shu-Ching Chen, Steven Luis,
"Hierarchical Disaster Image
Classification for Situation Report Enhancement," The 12th IEEE
International Conference on Information Reuse and Integration (IRI 2011),
Las Vegas, Nevada, USA, pp. 181-186, August 3-5, 2011.
- Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen,
"Effective
Supervised Discretization for Classification based on Correlation
Maximization," The 12th IEEE International
Conference on Information Reuse and Integration (IRI 2011), Las Vegas,
Nevada, USA, pp. 390-395, August 3-5, 2011.
- Li Zheng, Chao Shen, Liang Tang, Tao Li, Steve Luis, Shu-Ching Chen,
"Applying Data Mining Techniques to Address
Disaster Information Management Challenges on Mobile Devices,"
The 17th annual ACM SIGKDD International Conference on Knowledge Discovery
and Data Mining, Industrial/Government Track, San Diego, California, USA,
pp. 283-291, August 21-24, 2011.
- Tao Meng, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen,
"Histology Image Classification using Supervised
Classification and Multimodal Fusion,"
The IEEE International Symposium on Multimedia
(ISM2010), Taichung, Taiwan, pp. 145-152, December 13-15, 2010.
- Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen,
"Feature Selection
Using Correlation and Reliability Based Scoring Metric for Video Semantic
Detection," Fourth IEEE International Conference
on Semantic Computing (IEEE ICSC2010), Carnegie Mellon University,
Pittsburgh, PA, USA, pp. 462-469, September 22-24, 2010.
- Jairo Pava, Fausto Fleites, Fang Ruan, Kasturi Chatterjee, Shu-Ching
Chen, "A Three-Dimensional Geographic and
Storm Surge Data Integration System for Evacuation Planning," the
11th IEEE
International Conference on Information Reuse and Integration (IRI 2010),
Tuscany Suites & Casino, Las Vegas, pp. 181-188, August 4-6, 2010.
- Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen,
"Integration
of Global and Local Information in Videos for Key Frame Extraction,"
the 11th IEEE International Conference on
Information Reuse and Integration (IRI 2010), Tuscany Suites & Casino,
Las Vegas, pp. 171-176, August 4-6, 2010.
- Li Zheng, Chao Shen, Liang Tang, Tao Li, Steve Luis, Shu-Ching Chen,
Vagelis Hristidis, "Using Data Mining Techniques to
Address Critical Information Exchange Needs in Disaster Affected
Public-Private Networks," the 16th ACM SIGKDD Conference on Knowledge
Discovery and Data Mining, Industrial/Government Track, Washington, DC,
pp. 125-134, July 25-28, 2010.
- Keqi Zhang, Jianhua Yan, Shu-Ching Chen, "Automatic 3D Building
Reconstruction from Airborne LiDAR Measurements," 2009 Joint Urban Remote
Sensing Event, Shanghai, China, pp. 483-487, May 20-22, 2009.
- Stuart Rubin, Isai Michael Lombera, Michael Armella, Jeremy Conn,
Shu-Ching Chen, Gordon Lee, "Directing Web
Search Engines using a Knowledge Amplification," First International
Conference on Sensor Network and Applications, San Francisco, California,
USA, pp. 97-102, November 4-6, 2009.
- Lin Lin, Mei-Ling Shyu, Shu-Ching Chen,
"Enhancing Concept Detection
by Pruning Data with MCA-based Transaction Weights,"
IEEE International Symposium on Multimedia
(ISM2009), Hyatt Regency Mission Bay Spa and Marina, San Diego,
California, USA, pp. 304-311, December 14-16, 2009.
- Cheng Zhi Xu, Hui Chuan Wu, Bo Xiao, Philip C.-Y. Sheu,
Shu-Ching Chen, "A Hierarchical Video Annotation
System,"
Workshop on Semantic Search Engine, in conjunction with
Third IEEE International Conference on Semantic Computing (ICSC 2009),
Berkeley, CA, USA, pp. 670-675, September 14-16, 2009.
- Yudan Li, Kasturi Chatterjee, Shu-Ching Chen, Keqi Zhang,
"A 3-D Traffic Animation System with
Storm Surge Response,"
IEEE International Symposium on Multimedia
(ISM2009), Hyatt Regency Mission Bay Spa and Marina, San Diego,
California, USA, pp. 257-262, December 14-16, 2009.
- Michael Armella, Isai Michel Lombera, Stuart H. Rubin, Shu-Ching Chen,
Gordon Lee, "Knowledge Acquisition from
Corresponding Domain Knowledge Transformations," The 2009 IEEE
International Conference on Information Reuse and Integration
(IEEE IRI-09), Hilton Hotel, Las Vegas, USA, pp. 175-181, August 10-12,
2009.
- Lin Lin, Mei-Ling Shyu, Shu-Ching Chen,
"Correlation-based
Interestingness Measure for Video Semantic Concept Detection,"
The 2009 IEEE International Conference on Information
Reuse and Integration (IEEE IRI-09), Hilton Hotel, Las Vegas, USA,
pp. 120-125, August 10-12, 2009.
- Chao Chen, Mei-Ling Shyu, Shu-Ching Chen,
"Supervised Multi-class
Classification with Adaptive and Automatic Parameter Tuning,"
The 2009 IEEE International Conference on Information
Reuse and Integration (IEEE IRI-09), Hilton Hotel, Las Vegas, USA,
pp. 433-434, August 10-12, 2009.
- Stuart Rubin, Shu-Ching Chen, Michael Armella, Jeremy Conn,
Gordon Lee, "A Case-Based Reasoning Decision Support System for Fleet
Maintenance," Fleet maintenance and
Modernization Symposium 2009, San Diego, September 29-October 1, 2009.
- Lin Lin, Mei-Ling Shyu, Guy Ravitz, Shu-Ching Chen,
"Video Semantic
Concept Detection via Associative Classification,"
The 10th IEEE International Conference on Multimedia and
Expo (ICME), New York, NY, USA, pp. 418-421, June 28-July 3, 2009.
- S. Masoud Sadjadi, Shu-Ching Chen, Borko Furht, Pete Martinez,
Scott Graham, Steve Luis, Juan Caraballo, Yi Deng,
"Pire: A
Global Living Laboratory for Cyberinfrastructure Application
Enablement," in Proceedings of the ACM Tapia Celebration of Diversity
in Computing 2009 (Tapia'09), pp. 64-69, Portland, Oregon,
April 2009.
- Kasturi Chatterjee, Shu-Ching Chen, "GeM-Tree:
Towards a Generalized Multidimensional Index Structure Supporting Image
and Video Retrieval,"
the Fourth IEEE International Workshop on
Multimedia Information Processing and Retrieval (MIPR2008), in
conjunction with IEEE International Symposium on Multimedia (ISM2008),
Berkeley, California, USA, pp. 631-636, December 15-17, 2008.
- Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen,
"Correlation-based Video Semantic Concept Detection
using Multiple Correspondence Analysis," IEEE International
Symposium on Multimedia (ISM2008), Berkeley, California, USA,
pp. 316-321, December 15-17, 2008.
- Isai Michel Lombera, Jayeshkumar Patel, Stuart Rubin, Shu-Ching Chen
Gordon Lee,
"A Graphics-User Interface in Support of a
Cognitive Inference Architecture," ISCA 21st International
Conference on Computer Applications in Industry and Engineering
(CAINE 2008), Honolulu, Hawaii, USA, pp. 274-279, November 12-14, 2008.
- Witold Pedrycz, Shu-Ching Chen, Stuart H. Rubin, Gordon Lee,
"Threat Assessment and Risk Evaluation of Terrorism Activities Through
Interpretation of Granular Data,"
DTRA/JSTO/CBDP Chemical & Biological Defense Conference, New Orleans, 2008.
- Shu-Ching Chen, Michael Armella, Stuart H. Rubin, Gordon Lee, Witold Pedrycz,
"A Visualization-Based Cognitive System for Situation Awareness of
Chemical and Biological Threats,"
DTRA/JSTO/CBDP Chemical & Biological Defense Conference, New Orleans, 2008.
- Stuart H. Rubin, Gordon Lee, C. Sivaramakrishna, Witold Pedrycz,
Shu-Ching Chen, "Learning Conceptual Chess for
Testing Evolutionary Programming versus a Reasoning-Based Soft Expert
System: the KASER,"
IEEE International World Automation Congress, Waikaloa, Hawaii, USA,
September 28-October 2, 2008.
- Kasturi Chatterjee, Shu-Ching Chen, "Hierarchical Affinity-Hybrid Tree:
A Multidimensional Index Structure to Organize Videos and Support
Content-Based Retrievals," Proceedings of the
2008 IEEE International Conference on Information Reuse and Integration
(IEEE IRI-08), Hilton Hotel, Las Vegas, USA, pp. 435-440, July 13 - 15,
2008.
- Stuart Rubin, Shu-Ching Chen,
"Forward," Proceedings of the
2008 IEEE International Conference on Information Reuse and Integration
(IEEE IRI-08), Hilton Hotel, Las Vegas, USA, pp. ii-ii, July 13 - 15,
2008.
- Stuart Rubin, Shu-Ching Chen, Lotfi A. Zadeh, Hojjat Adeli, Mohammad
Rifaie, Gordon K. Lee, Kang Zhang, Reda Alhajj, Gary D. Boetticher,
Du Zhang, "Panel: The Role of Information
Search and Retrieval in Economic Stimulation," 2008 IEEE
International Conference on Information
Reuse and Integration (IEEE IRI-08), Hilton Hotel, Las Vegas, USA, pp.
xii-xii, July 13 - 15, 2008.
- Shu-Ching Chen, Mei-Ling Shyu, Min Chen, "An Effective Multi-Concept
Classifier for Video Streams," Second IEEE
International Conference on Semantic Computing (IEEE ICSC2008),
pp. 80-87, August 4th-7th, 2008, Santa Clara, CA, USA.
- Stuart Rubin, Gordon Lee, Witold Pedrycz, Shu-Ching Chen,
"Modeling
Human Cognition Using a Transformational Knowledge Architecture,"
IEEE SMC Third International Conference
on System of Systems Engineering 2008, June 2-4, 2008, Monterey,
CA, USA.
- Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen,
"Effective Feature
Space Reduction with Imbalanced Data for Semantic Concept Detection,"
Proceedings of the IEEE International Conference on Sensor
Networks, Ubiquitous, and Trustworthy Computing (SUTC2008), pp. 262-269,
June 11-13, 2008, Taichung, Taiwan.
- Khalid Saleem, S. Masoud Sadjadi, Shu-Ching Chen,
"Towards a
Self-configurable Weather Research and Forecasting System,"
Proceedings of the 5th IEEE International Conference
on Autonomic Computing (ICAC-2008), Chicago, IL, USA, pp. 195-196,
June 2-6, 2008.
- Na Zhao, Min Chen, Shu-Ching Chen, Mei-Ling Shyu,
"MRBAC: Hierarchical
Role Management and Security Access Control for Distributed Multimedia
Systems," Proceedings of the 11th IEEE
Symposium on Object and Component-Oriented Real-Time Distributed
Computing (ISORC 2008), pp. 76-82, May 5-7, 2008, Orlando, Florida, USA.
- Shu-Ching Chen, Min Chen, Na Zhao, Shahid Hamid, Khalid Saleem,
Kasturi Chatterjee, "Florida Public Hurricane
Loss Model (FPHLM): Research Experience in System Integration,"
Proceedings of the 9th Annual International Conference on Digital
Government Research, pp. 99-106, May 18-21, 2008, Montreal, Canada.
- Khalid Saleem, Steve Luis, Yi Deng, Shu-Ching Chen, Vagelis Hristidis,
Tao Li, "Towards a Business Continuity
Information Network for Rapid Disaster Recovery,"
Proceedings of the 9th Annual International Conference on Digital
Government Research, pp. 107-116, May 18-21, 2008, Montreal, Canada.
- Khalid Saleem, Shu-Ching Chen, Keqi Zhang,
"Animating Tree Branch
Breaking and Flying Effects for a 3D Interactive Visualization
System for Hurricanes and Storm Surge Flooding,"
Proceedings of the Third IEEE International Workshop on Multimedia
Information Processing and Retrieval (MIPR2007), in conjunction with
IEEE International Symposium on Multimedia (ISM2007), pp. 335-340,
December 10-12, 2007, Taichung, Taiwan, R.O.C.
- Min Chen, Chengcui Zhang, Shu-Ching Chen,
"Semantic Event Extraction
Using Neural Network Ensembles," Proceedings of the First
International Workshop on Semantic Computing and Multimedia Systems, in
conjunction with First IEEE International Conference on Semantic
Computing (IEEE ICSC2007), pp. 575-580, September 17-19, 2007, Irvine,
California, USA.
- Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen,
"ASIC: Supervised Multi-class Classification
using Adaptive Selection of Information Components,"
Proceedings of the First IEEE
International Conference on Semantic Computing (IEEE ICSC2007),
pp. 527-534,
September 17-19, 2007, Irvine, California, USA.
- Stuart Rubin, Shu-Ching Chen, "Geodesic Search
and Retrieval of Semi-Structured Databases," Proceedings of the
2007 IEEE
International conference on Systems, Man and Cybernetics (SMC 2007),
pp. 3396-3401,
October 7-10, 2007, Montreal, Canada.
- Na Zhao, Shu-Ching Chen, Stuart Rubin,
"Automated Multimedia
Systems
Training Using Association Rule Mining,"
Proceedings of the 2007 IEEE International Conference on Information
Reuse and Integration (IEEE IRI-07), pp. 373-378, Las Vegas, USA,
August 13 - 15, 2007.
- Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen,
"Video Event Detection
with Combined Distance-Based and Rule-Based Data Mining Techniques,"
Proceedings of the IEEE International Conference on Multimedia
& Expo (ICME), pp. 2026-2029, Beijing, China, July 2-5, 2007.
- Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen,
"Video Semantic
Concept Discovery using Multimodal-based Association Classification,"
Proceedings of the IEEE International Conference on Multimedia
& Expo (ICME), pp. 859-862, Beijing, China, July 2-5, 2007.
- Jianhua Yan, Keqi Zhang, Chengcui Zhang, Shu-Ching Chen, Giri Narasimhan,
"A Graph Reduction Method for 2D Snake
Problems," Proceedings of the IEEE Computer Society Conference on
Computer Vision and
Pattern Recognition (CVPR 2007), Minneapolis, Minnesota, June 19-23, 2007.
- Min Chen, Shu-Ching Chen, Mei-Ling Shyu,
"Hierarchical Temporal
Association Mining for Video Event Detection in Video Databases,"
Proceedings of the Second IEEE International Workshop on
Multimedia Databases and Data Management (MDDM'07), in conjunction
with IEEE International Conference on Data Engineering (ICDE2007),
pp. 137-145, Istanbul, Turkey, April 15, 2007.
- Kasturi Chatterjee, Shu-Ching Chen, "Affinity Hybrid Tree: An Indexing Technique for Content-Based Image
Retrieval in Multimedia Databases," Proceedings of the
IEEE International Symposium on Multimedia (ISM2006), pp. 47-54,
December 11-13, 2006, San Diego, CA, USA. (Won the Best Paper Award)
- Shu-Ching Chen, Min Chen, Chengcui Zhang, Mei-Ling Shyu,
"Exciting
Event Detection using Multi-level Multimodal Descriptors and Data
Classification," Proceedings of the IEEE International Symposium
on Multimedia (ISM2006), pp. 193-200, December 11-13, 2006, San Diego,
CA, USA.
- Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, LiWu
Chang, "Collateral Representative Subspace
Projection Modeling for Supervised Classification,"
Proceedings of the 18th
IEEE International Conference on Tools with Artificial Intelligence
(ICTAI'06), pp. 98-105, November 13-15, Washington D.C., USA.
- Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen,
LiWu Chang, "UNPCC: A Novel
Unsupervised Classification Scheme for Network Intrusion Detection,"
Proceedings of the 18th
IEEE International Conference on Tools with Artificial Intelligence
(ICTAI'06), pp. 743-750, November 13-15, Washington D.C., USA.
- Na Zhao, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin
"An Integrated and Interactive Video
Retrieval Framework with Hierarchical Learning Models and Semantic
Clustering Strategy," Proceedings of the
2006 IEEE International Conference on
Information Reuse and Integration (IEEE IRI-2006), pp. 438-443,
September 16-18, 2006, Hawaii, USA.
- Stuart H. Rubin, Shu-Ching Chen, James B. Law
"T2K2: A Type II KASER," Proceedings of the
2006 IEEE International Conference on
Information Reuse and Integration (IEEE IRI-2006), pp. 147-153,
September 16-18, 2006, Hawaii, USA.
- Kasturi Chatterjee, Khalid Saleem, Na Zhao, Min Chen, Shu-Ching Chen,
Shahid Hamid, "Modeling Methodology
for Component Reuse and System Integration for Hurricane Loss
Projection Application," Proceedings of
the 2006 IEEE International Conference on
Information Reuse and Integration (IEEE IRI-2006), pp. 57-62,
September 16-18, 2006, Hawaii, USA.
- Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen,
LiWu Chang,
"A Distributed Agent-Based Approach To Intrusion
Detection Using the Lightweight PCC Anomaly Detection Classifier,"
Proceedings of
the IEEE International Conference on Sensor Networks, Ubiquitous, and
Trustworthy Computing (SUTC2006), pp. 446-453, June 5-7, 2006 Taichung,
Taiwan, R.O.C.
- Na Zhao, Shu-Ching Chen, Mei-Ling Shyu, "Video
Database Modeling and Temporal Pattern Retrieval using Hierarchical
Markov Model Mediator," Proceedings of
the First IEEE International Workshop on
Multimedia Databases and Data Management (IEEE-MDDM 2006), in conjunction
with IEEE International Conference on Data Engineering (ICDE2006),
April 8, 2006, Atlanta, Georgia, USA.
- Kasun Wickramaratna, Min Chen, Shu-Ching Chen, Mei-Ling Shyu,
"Neural Network Based Framework for Goal Event
Detection in Soccer Videos," Proceedings of the IEEE International
Symposium on
Multimedia (ISM 2005), pp. 21-28, December 12-14, 2005, Irvine,
California, USA.
- Xin Chen, Chengcui Zhang, Shu-Ching Chen, Min Chen,
"A Latent
Semantic Indexing Based Method for Solving Multiple Instance Learning
Problem in Region-based Image Retrieval," Proceedings of the
IEEE International Symposium on Multimedia (ISM 2005), pp. 37-44, December 12-14,
2005, Irvine, California, USA.
- Stuart H. Rubin, James B. Law, Shu-Ching Chen, Gordon K. Lee,
"On the Inherent Necessity of Heuristic Proofs,"
Proceedings of the IEEE International Conference on Systems, Man and
Cybernetics,
pp. 3890-3896, October 10-12, 2005, Hawaii, USA.
(SSC-SD 2007 Conference Proceedings Honorable Mention, 3rd Place)
- Yimin Zhu, Mei-Ling Shyu, Shu-Ching Chen,
"Data Integration for Capital
Projects via Community-Specific Conceptual Representations,"
Proceedings of the 2005 IEEE International Conference on
Information Reuse and Integration, pp. 144-148, August 15-17, 2005,
Las Vegas, Nevada, USA.
- Mei-Ling Shyu, Indika Priyantha Kuruppu-Appuhamilage, Shu-Ching Chen,
LiWu Chang, "Handling Missing
Values via Decomposition of the Conditioned Set,"
Proceedings of the 2005 IEEE International Conference on
Information Reuse and Integration, pp. 199-204, August 15-17, 2005,
Las Vegas, Nevada, USA.
- Peter A. Singh, Na Zhao, Shu-Ching Chen, Keqi Zhang,
"Tree Animation for a
3D Interactive Visualization System for Hurricane Impacts,"
Proceedings of the IEEE International Conference on Multimedia
& Expo (ICME), pp. 598-601, July 6-8, 2005, Amsterdam, The Netherlands.
- Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen,
"A Multi-Buffer Scheduling
Scheme for Video Streaming," Proceedings of the IEEE International
Conference on Multimedia & Expo (ICME), pp. 1218-1221, July 6-8, 2005, Amsterdam, The
Netherlands.
- Chengcui Zhang, Xin Chen, Min Chen, Shu-Ching Chen, Mei-Ling Shyu,
"A Multiple Instance Learning Approach for
Content Based Image Retrieval Using One-Class Support Vector Machine,"
Proceedings of the IEEE International Conference on Multimedia
& Expo (ICME), pp. 1142-1145, July 6-8, 2005, Amsterdam, The Netherlands.
- Shu-Ching Chen, Mei-Ling Shyu, Na Zhao,
"An Enhanced Query Model for
Soccer Video Retrieval Using Temporal Relationships,"
Proceedings of the 21st IEEE
International Conference on Data Engineering (ICDE 2005), pp. 1133-1134,
April 5-8, 2005, Tokyo, Japan.
- Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen,
Na Zhao, "Collaborative
Filtering via Association Rule Mining from User Access Sequences,"
Proceedings of the IEEE International Workshop on Challenges in Web
Information Retrieval and
Integration, in conjunction with The 21st IEEE International Conference on
Data Engineering (ICDE 2005), pp. 128-133, April 8-9, 2005, Tokyo, Japan.
- Mei-Ling Shyu, Kanoksri Sarinnapakorn, Indika Kuruppu-Appuhamilage,
Shu-Ching Chen, LiWu Chang, Thomas Goldring,
"Handling Nominal
Features in Anomaly Intrusion Detection Problems,"
Proceedings of the 15th IEEE International Workshop on Research Issues
on Data Engineering (RIDE Workshop of Stream Data Mining and Applications
RIDE-SDMA '2005), in conjunction with The 21st IEEE International Conference
on Data Engineering (ICDE 2005), pp. 55-62,
April 3-4, 2005, National Center of Sciences, Tokyo, Japan.
- Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen,
"A Data Mining Framework for Building
A Web-Page Recommender System,"
Proceedings of the 2004 IEEE International Conference on Information
Reuse and Integration (IRI'2004), pp. 357-362, November 8-10, 2004,
Las Vegas, Nevada, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Stuart H. Rubin,
"Affinity-Based Similarity Measure
for Web Document Clustering,"
Proceedings of the 2004 IEEE International Conference on Information
Reuse and Integration (IRI'2004), pp. 247-252, November 8-10, 2004,
Las Vegas, Nevada, USA.
- Mei-Ling Shyu, Guy Ravitz, Shu-Ching Chen,
"Unit Detection in American Football TV
Broadcasts Using Average Energy of Audio Track,"
Proceedings of the IEEE Sixth International Symposium on Multimedia
Software Engineering (MSE), pp. 193-200, December 13-15, 2004, Miami,
FL, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang,
"A Unified Framework for Image Database
Clustering and Content-based Retrieval,"
Proceedings of the Second ACM International Workshop on Multimedia
Databases (ACM MMDB 2004), pp. 19-27, November 13, 2004, Arlington,
VA, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Na Zhao,
"SMARXO: Towards Secured
Multimedia Applications by Adopting RBAC, XML and Object-Relational
Database," Proceedings of the ACM Multimedia 2004 Conference,
pp. 432-435, October 10-16, New York, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang,
"Affinity
Relation Discovery in Image Database Clustering and Content-based
Retrieval," Proceedings of the ACM Multimedia 2004 Conference,
pp. 372-375, October 10-16, New York, USA.
- Shu-Ching Chen, Shahid Hamid, Sneh Gulati, Na Zhao, Min Chen,
Chengcui Zhang, Paresh Gupta, "A Reliable
Web-based System for Hurricane Analysis and Simulation,"
Proceedings of the IEEE
International Conference on Systems, Man and Cybernetics 2004,
pp. 5215-5220, October 10-13, 2004, Hague, The Netherlands.
- Yimin Zhu, Shu-Ching Chen, "SCOPE: A
Conceptual Framework of Ontology-based Program/Project Scope Control,"
Proceedings of the Second LACCEI International Latin American and
Caribbean Conference for
Engineering and Technology (LACCET'2004), June 2-4, 2004, Miami, Florida,
USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chengjun Zhan, Srinivas Peeta,
"A Novel Rate-Based Hop By Hop Congestion
Control Algorithm,"
Proceedings of the IEEE International Conference on Multimedia
and Expo (ICME 2004), pp. 245-248, June 27-30, 2004, Taipei, Taiwan, R.O.C.
- Shu-Ching Chen, Mei-Ling Shyu, Min Chen, Chengcui Zhang,
"A Decision Tree-based Multimodal Data
Mining Framework for Soccer Goal Detection,"
Proceedings of the IEEE International Conference on Multimedia
and Expo (ICME 2004), pp. 265-268, June 27-30, 2004, Taipei, Taiwan, R.O.C.
- Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu,
"Multiple Object Retrieval for Image
Databases Using Multiple Instance Learning and Relevance Feedback,"
Proceedings of the IEEE International Conference on Multimedia
and Expo (ICME 2004), pp. 775-778, June 27-30, 2004, Taipei, Taiwan, R.O.C.
- Mei-Ling Shyu, Shu-Ching Chen, Chamara Ranasingha,
"Router Active Queue Management for Both
Multimedia and Best-Effort Traffic Flows,"
Proceedings of the IEEE International Conference on Multimedia
and Expo (ICME 2004), pp. 451-454, June 27-30, 2004, Taipei, Taiwan, R.O.C.
- Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen,
"An End-to-End Video Transmission Framework
with Efficient Bandwidth Utilization,"
Proceedings of the IEEE International Conference on Multimedia
and Expo (ICME 2004), pp. 623-626, June 27-30, 2004, Taipei, Taiwan, R.O.C.
- Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang,
"A Novel Anomaly Detection Scheme Based on
Principal Component Classifier,"
Proceedings of the IEEE Foundations and New
Directions of Data Mining Workshop, in conjunction with the Third IEEE
International Conference on Data Mining (ICDM'03),
pp. 172-179, November 19-22, 2003, Melbourne, Florida, USA.
- Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu,
"PixSO: A System for
Video Shot Detection," Proceedings of the Fourth IEEE Pacific-Rim
Conference On Multimedia, pp. 1-5, December 15-18, 2003, Singapore.
- Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta,
"Adaptive Background Learning for Vehicle
Detection and Spatio-Temporal
Tracking," Proceedings of the Fourth IEEE Pacific-Rim
Conference On Multimedia, pp. 1-5, December 15-18, 2003, Singapore.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang,
Chi-Min Shu, "MMM: A Stochastic Mechanism for Image
Database Queries," Proceedings of the IEEE Fifth International Symposium on Multimedia
Software Engineering (MSE2003), pp. 188-195, December 10-12, 2003, Taichung, Taiwan,
ROC.
- Shu-Ching Chen, Shahid Hamid, Sneh Gulati, Guo Chen, Xin Huang, Lin Luo,
Chengjun Zhan, Chengcui Zhang, "Information
Reuse and System Integration
in the Development of a Hurricane Simulation System," Proceedings of the
2003 IEEE International Conference on Information Reuse
and Integration (IRI'2003), pp. 535-542, October 27-29, 2003, Las Vegas,
Nevada, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui Zhang,
"Component-Based Design and Integration of
a Distributed Multimedia Management System," Proceedings of the 2003
IEEE International
Conference on Information Reuse and Integration (IRI'2003), pp. 485-492,
October 27-29, 2003, Las Vegas, Nevada, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Walter Z. Tang,
Keqi Zhang, "Damage Pattern
Mining in Hurricane Image Databases," Proceedings of the 2003
IEEE International Conference on Information Reuse and Integration
(IRI'2003), pp. 227-234, October 27-29, 2003, Las Vegas, Nevada, USA.
- Sheng-Tun Li, Huang-Chih Hsieh, Shu-Ching Chen, Mei-Ling Shyu,
"Facilitating KMS Reusability by XML Binding
Model," Proceedings of the
2003 IEEE International Conference on Information Reuse
and Integration (IRI'2003), pp. 478-484, October 27-29, 2003, Las Vegas, Nevada, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Kanoksri
Sarinnapakorn, "Image Database Retrieval
Utilizing Affinity
Relationships," Proceedings of the First ACM International
Workshop on Multimedia Databases (ACM MMDB'03), pp. 78-85,
November 7, 2003, New Orleans, Louisiana, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui Zhang,
"An
Affinity-Based Image Retrieval System for Multimedia Authoring and
Presentation," Proceedings of the 11th Annual ACM
International Conference on Multimedia, pp. 446-447, November 2-8, 2003 Berkeley,
CA, USA.
- Stuart H. Rubin, Shu-Ching Chen, Mei-Ling Shyu,
"Field-Effect
Natural Language Semantic Mapping,"
Proceedings of the 2003 IEEE International Conference on Systems,
Man & Cybernetics, pp. 2483-2487,
October 5-8, 2003, Washington, D.C., USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Lin Luo, Min Chen,
"Detection of Soccer Goal Shots Using Joint
Multimedia Features and Classification Rules,"
Proceedings of the Fourth
International Workshop on Multimedia Data Mining (MDM/KDD2003),
in conjunction with the ACM SIGKDD International Conference on
Knowledge Discovery & Data Mining, pp. 36-44, August 24-27,
2003, Washington, DC, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Na Zhao,
"MediaManager: A Distributed
Multimedia Management System for Content-Based Retrieval, Authoring
and Presentation," Proceedings of the 9th International
Conference on Distributed Multimedia Systems, pp. 17-22,
September 24-26, 2003, Miami, Florida, USA.
- Shu-Ching Chen, Sneh Gulati, Shahid Hamid, Xin Huang, Lin Luo,
Nirva Morisseau-Leroy, Mark Powell, Chengjun Zhan, Chengcui Zhang,
"A Three-Tier System Architecture Design and
Development for Hurricane
Occurrence Simulation," Proceedings of the IEEE International
Conference on Information Technology: Research and Education (ITRE 2003),
pp. 113-117, August 10-13, 2003, Newark, New Jersey, USA.
- Shu-Ching Chen, Keqi Zhang, Min Chen,
"A Real-Time 3D Animation
Environment for Storm Surge," Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME),
vol. I, pp. 705-708, July 6-9, 2003, Baltimore, MD, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo,
"Ensuring Fairness In
Multimedia Multicast Streaming With Optimal Rate Allocation And
Client Buffer Utilization," Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME),
vol. III, pp. 353-356, July 6-9, 2003, Baltimore, MD, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo,
"Per-Class Queue Management
And Adaptive Packet Drop Mechanism For Multimedia Networking,"
Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME),
vol. III, pp. 365-368, July 6-9, 2003, Baltimore, MD, USA.
- Xin Hunag, Shu-Ching Chen, Mei-Ling Shyu,
"Incorporating Real-Valued
Multiple Instance Learning Into Relevance Feedback For Image
Retrieval,"
Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME),
vol. I, pp. 321-324, July 6-9, 2003, Baltimore, MD, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, Hongli Luo,
"An Adaptive
Multimedia Transmission Protocol for Distributed Multimedia
Applications," Proceedings of the 5th International Workshop
on Multimedia Network Systems and Applications (MNSA'2003), in
conjunction with The 23rd International Conference on Distributed
Computing Systems (ICDCS-2003), pp. 537-542, May 19, 2003, Providence,
Rhode Island, U.S.A.
- Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, "An
Open Multiple Instance Learning Framework and Its Application in Drug
Activity Prediction Problems," Proceedings of the 3rd IEEE Symposium
on Bioinformatics and Bioengineering (BIBE 2003), pp. 53-59,
March 10-12, 2003.
- Mei-Ling Shyu, Shu-Ching Chen, Lin Luo, Chi-Min Shu,
"A Stochastic Model For Content-Based
Image Retrieval," Proceedings of the
Third IEEE Pacific-Rim Conference
on Multimedia 2002 (PCM2002), Lecture Notes in Computer Science:
Springer-Verlag, pp. 229-236, December 16-18, Hsinchu, Taiwan.
- Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Sheng-Tun Li,
"A Novel Hierarchical Approach to Image
Retrieval Using Color and
Spatial Information," Proceedings of the Third IEEE Pacific-Rim Conference
on Multimedia 2002 (PCM2002), Lecture Notes in Computer Science:
Springer-Verlag, pp. 175-182, December 16-18, Hsinchu, Taiwan.
- Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu, Chengjun Zhan,
Chengcui Zhang, "A Multimedia Semantic Model
for RTSP-Based Multimedia
Presentation Systems," Proceedings of the IEEE Fourth International
Symposium on Multimedia Software Engineering (MSE2002), pp. 124-131,
December 11-13, 2002, Newport Beach, California, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo,
"End-to-End Congestion
Control via Optimal Bandwidth Allocation for Multimedia Streams,"
Proceedings of the 15th International
Conference on Computer Applications in Industry and Engineering,
pp. 57-60, November 7-9, 2002, San Diego, California USA.
- Sheng-Tun Li, Chuan-Kang Ting, Chungnan Lee, Shu-Ching Chen,
"Maintenance Scheduling of Oil Storage Tanks
using Tabu-based
Genetic Algorithm," Proceedings of the 14th IEEE International Conference On Tools
with Artificial Intelligence (ICTAI 2002), pp. 209-215, November 4-6,
2002,
Washington D.C., USA.
- Sheng-Tun Li, Shu-Ching Chen, "Function
Approximation using
Robust Wavelet Neural Networks," Proceedings of the 14th IEEE International Conference
On Tools with Artificial Intelligence (ICTAI 2002), pp. 483-488,
November 4-6, 2002, Washington D.C., USA.
- Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Borko Furht,
"Image Retrieval by Color, Texture, and
Spatial Information," Proceedings of
the 8th International Conference on Distributed Multimedia
Systems (DMS'2002), pp. 152-159, September 26-28, 2002, San Francisco
Bay, California, USA.
- Chin-Chuan Chen, Chi-Min Shu, Ron-Shin Chang, Mei-Ling Shyu,
Shu-Ching Chen,
"Thermal Hazard Analysis of Styrene
Monomer at Low
Temperature Conditions during Storage and Transportation,"
Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference,
pp. 433-439,
September 23-25, 2002, Pittsburgh, Pennsylvania, USA.
- Deng-Jr Peng, Chi-Min Shu, Jin-Zhi Wei, Mei-Ling Shyu,
Shu-Ching Chen,
"Thermal Hazard Assessment
on Hydroperoxides Examples on Cumene Hydroperoxide,"
Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference,
pp. 440-447,
September 23-25, 2002, Pittsburgh, Pennsylvania, USA.
- Tsu-Kaung Miao, Chi-Min Shu, Deng-Jr Peng, Mei-Ling Shyu,
Shu-Ching Chen,
"Thermal Hazard Analysis for
Cumene Hydroperoxide by DSC and TAM,"
Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference,
pp. 448-454,
September 23-25, 2002, Pittsburgh, Pennsylvania, USA.
- Deng-Jr Peng, Chi-Min Shu, Huei-Jiun Chen, Mei-Ling Shyu,
Shu-Ching Chen,
"Fire Prevention Study of Wet Bench
Cleaning Stages in Semiconductor Manufacturing Processes
Incompatibilities of Hydrogen Peroxide,"
Proceedings of the 30th North American Thermal Analysis Society (NATAS) Conference,
pp. 455-462,
September 23-25, 2002, Pittsburgh, Pennsylvania, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Wenhui Liao, Chengcui Zhang,
"Scene Change Detection By Audio and Video Clues,"
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2002),
pp. 365-368, August 26-29, 2002, Lausanne, Switzerland.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo,
"Optimal Bandwidth Allocation Scheme with Delay Awareness in
Multimedia Transmission,"
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME2002),
pp. 537-540, August 26-29, 2002, Lausanne, Switzerland.
- Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Borko Furht,
"An Effective Content-Based Visual Image Retrieval System,"
Proceedings of the 26th IEEE Computer Society International
Computer Software and Applications Conference (COMPSAC),
pp. 914-919, August 26-29, 2002, Oxford, England.
- Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen, Xiuqi Li,
"Web Document Classification Based on Fuzzy Association,"
Proceedings of the 26th IEEE Computer Society International
Computer Software and Applications Conference (COMPSAC),
pp. 487-492, August 26-29, 2002, Oxford, England.
- Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang,
"User Concept Pattern Discovery Using
Relevance Feedback and Multiple
Instance Learning for Content-Based Image Retrieval,"
Proceedings of the Third International Workshop on Multimedia Data
Mining (MDM/KDD'2002), in conjunction with the 8th ACM SIGKDD
International Conference on Knowledge Discovery & Data Mining,
pp. 100-108, July 23, 2002, Edmonton, Alberta, Canada.
- Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Borko Furht,
"An Efficient
Multi-Filter Retrieval Framework for Large Image Databases,"
Proceedings of the 2002 International Symposium on Information Systems and
Engineering (ISE'2002), pp. 81-86, July 14 - 18, 2002, San Diego,
California, USA.
- Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen,
Kamal Premaratne, "Mining Association Rules
with Uncertain Item
Relationships," Proceedings of the 6th World Multi-Conference
on Systemics, Cybernetics and Informatics (SCI 2002), pp. 435-440,
July 14-18, 2002, Orlando, Florida, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo, "
Self-Adjusted Network Transmission for Multimedia Data,"
Proceedings of the Third IEEE Conference on Information Technology: Coding and Computing
(ITCC-2002), pp. 128-133, April 8-10, 2002,
Las Vegas, Nevada, USA.
- Shu-Ching Chen, Sheng-Tun Li, Hung-Chi Chen, Mei-Ling Shyu, Chengcui
Zhang, "Streaming SMIL Presentations via a
Multimedia Semantic Model," Proceedings of the
Second International Workshop on Intelligent Multimedia
Computing and Networking (IMMCN'2002) in conjunction with 6th Joint
Conference on Information Sciences, pp. 919-922, March 8-13, 2002,
Durham, North Carolina, USA.
- Chengcui Zhang, Lin Luo, Shu-Ching Chen, Mei-Ling Shyu,
"Supporting Information Reuse for Video Data
Indexing by
Using Color Information,"
Proceedings of the 3rd International Conference on Information Reuse and
Integration (IRI-2001), pp. 92-96, November 27 - 29, 2001,
Las Vegas, Nevada, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Xia Jin, Qiong Chen, Chengcui Zhang,
Jeff Strickrott, "A Flexible Image
Retrieval and Multimedia Presentation Management System for Multimedia
Databases," Proceedings of the
ACM Multimedia 2001 conference, pp. 601-602, September 30 - October 5,
2001, Ottawa, CANADA.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott,
"Multimedia Data Mining for Traffic Video
Sequences," Proceedings of the Second International Workshop on Multimedia Data
Mining (MDM/KDD'2001), in conjunction with the Seventh ACM SIGKDD
International Conference on Knowledge Discovery & Data Mining, pp. 78-85,
August 26, 2001, San Francisco, CA, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo, "An
Adaptive Optimal
Multimedia Network Transmission Control Scheme,"
Proceedings of the Second IEEE Pacific-Rim Conference on Multimedia 2001 (PCM'2001),
pp. 1042-1047, Lecture Notes in Computer Science:
Springer-Verlag, October 24-26, 2001, Beijing, China.
- Mei-Ling Shyu, Shu-Ching Chen, Choochart Haruechaiyasak,
"Mining User Access Behavior on the WWW,"
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics,
pp. 1717-1722, October 7-10, 2001, Tucson, Arizona, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang,
"An Unsupervised
Segmentation Framework For Texture Image Queries,"
Proceedings of the 25th IEEE Computer Society International Computer
Software and Applications Conference (COMPSAC),
pp. 569-573, October 8-12, 2001, Chicago, Illinois, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Choochart Haruechaiyasak,
Chi-Min Shu, Sheng-Tun Li, "Disjoint
Web Document Clustering and Management in Electronic Commerce,"
Proceedings of the Seventh International Conference on
Distributed Multimedia Systems (DMS'2001), pp. 494-497,
September 26-28, 2001, Tamkang University, Taipei, Taiwan.
- Ron-Hsin Chang, Chi-Min Shu, Po-Yin Yeh,
Mei-Ling Shyu, Shu-Ching Chen, "
Thermal Hazard Analysis of Methyl Ethyl Ketone Peroxide,"
Proceedings of the 17th Asia Pacific Occupational
Safety & Health Organization (APOSHO-17) Conference,
pp. 244-258, September 24-29, 2001, Taipei, Taiwan.
- Jer-Pei Fang, Chi-Min Shu, Yu-Ching Chen,
Shu-Ching Chen, Mei-Ling Shyu, "
Leakage Evaluated and Controlled from Industrial Process
Pipeline by Optimum Gasket Assembly Stress,"
Proceedings of the 17th Asia Pacific Occupational
Safety & Health Organization (APOSHO-17) Conference,
pp. 294-312, September 24-29, 2001, Taipei, Taiwan.
- Deng-Jr Peng, Chi-Min Shu, Jing-Heng Wang,
Mei-Ling Shyu, Shu-Ching Chen, "
New Approaches for Calculating Safety Parameters and
Estimating Hazard Severity for Cumene Hydroperoxide,"
Proceedings of the 17th Asia Pacific Occupational
Safety & Health Organization (APOSHO-17) Conference,
pp. 267-278, September 24-29, 2001, Taipei, Taiwan.
- Chin-Chuan Chen, Chi-Min Shu, Chan-An Yeh,
Shu-Ching Chen, Mei-Ling Shyu, "
Autocatalytic Decomposition of Cumene Hydroperoxide
at Low Temperature Conditions,"
Proceedings of the 17th Asia Pacific Occupational
Safety & Health Organization (APOSHO-17) Conference,
pp. 259-266, September 24-29, 2001, Taipei, Taiwan.
- Po-Jiun Wen, Chi-Min Shu, Zhi-Cheng Chang,
Shu-Ching Chen, Mei-Ling Shyu, "
Effects of Initial Pressure on the Flammability Limit
of OX-Air Mixture with 20-L-Appartus,"
Proceedings of the 17th Asia Pacific Occupational
Safety & Health Organization (APOSHO-17) Conference,
pp. 443-465, September 24-29, 2001, Taipei, Taiwan.
- Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo,
"Optimal Resource
Utilization in Multimedia Transmission,"
Proceedings of the IEEE International Conference on Multimedia and Expo
(ICME), pp. 880-883, August 22-25, 2001, Waseda University,
Tokyo, Japan.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, R.L. Kashyap,
"Video Scene Change Detection Method
Using Unsupervised Segmentation and Object Tracking," Proceedings of
the IEEE
International Conference on Multimedia and Expo (ICME),
pp. 57-60, August 22-25, 2001, Waseda University, Tokyo, Japan.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang,
"An Intelligent
Framework for Spatio-Temporal Vehicle Tracking,"
Proceedings of the 4th International IEEE Conference on Intelligent Transportation
Systems, pp. 213-218, August 25-29, 2001,
Oakland, California, USA.
- Naphtali Rishe, Shu-Ching Chen, Nagarajan Prabakar, Mark Allen Weiss,
Wei Sun, Andriy Selivonenko, Debra Lee Davis-Chu,
"TerraFly: A High-Performance Web-based
Digital Library System for Spatial Data Access," Proceedings of the 17th
IEEE International Conference on Data Engineering (ICDE),
pp. 17-19, April 2-6, 2001, Heidelberg, Germany.
- Sheng-Tun Li, Shu-Ching Chen, Mei-Ling Shyu,
"A Live TV-Quality
Distant Learning Multimedia Presentation System for Education,"
Proceedings of the 34th Hawaii International Conference on System Sciences
(HICSS-34), CD-ROM, IEEE Press, 9 pages, January 3-6, 2001,
Maui, Hawaii.
- Mei-Ling Shyu, Shu-Ching Chen, Sheng-Tun Li,
"Incorporation of Data Mining and Domain Knowledge
for Discovering Quasi-equivalence Database Relationships,"
Proceedings of the Workshop on Artificial Intelligence, International Computer
Symposium (ICS), pp. 65-71, December 6-8, 2000, Chiayi, Taiwan.
- Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, R. L. Kashyap,
"Object Tracking and Augmented Transition
Network for Video Indexing and Modeling," Proceedings of the 12th IEEE
International Conference on Tools with Artificial Intelligence
(ICTAI 2000), pp. 428-435, November 13-15, 2000, Vancouver,
British Columbia, Canada.
- Shu-Ching Chen, Xinran Wang, Naphtali Rishe, Mark Allen Weiss,
"A high-Performance Web-Based System
Design for Spatial Data Access," Proceedings of the Eighth Symposium of ACM GIS,
pp. 33-38, November 10-11, 2000, Washington D.C., USA.
- Mei-Ling Shyu, Shu-Ching Chen, "Mining
Database Semantic Relationships," Proceedings of the ISCA 2nd International Conference
On Information Reuse And Integration (IRI-2000),
pp. 62-65, November 1-3, 2000, Honolulu, Hawaii, USA.
- Naphtali Rishe, Rukshan I. Athauda, Jun Yuan, Shu-Ching Chen,
"Knowledge Management for Database
Interoperability," Proceedings of the ISCA 2nd International Conference
On Information Reuse And Integration (IRI-2000),
pp. 23-26, November 1-3, 2000, Honolulu, Hawaii, USA.
- Naphtali Rishe, Jun Yuan, Jinyu Meng, Shu-Ching Chen, Ouri Wolfson,
"On Database Integration over Intelligent
Networks," Proceedings of the ISCA 2nd International Conference
On Information Reuse And Integration (IRI-2000),
pp. 70-75, November 1-3, 2000, Honolulu, Hawaii, USA.
- Sheng-Tun Li, Shu-Ching Chen, Mei-Ling Shyu,
"A Presentation Semantic
Model for Asynchronous Distance Learning Paradigm,"
Proceedings of the ACM Multimedia 2000 Conference, pp. 404-406,
October 30 - November 3, 2000, Los Angeles, California, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Chi-Min Shu,
"Affinity-Based
Probabilistic Reasoning and Document Clustering on the WWW,"
Proceedings of the 24th IEEE Computer Society International Computer
Software and Applications Conference (COMPSAC),
pp. 149-154, October 25-27, 2000, Taipei, Taiwan.
- Mei-Ling Shyu, Shu-Ching Chen,
"A Bayesian Network-Based Expert Query
System for a Distributed Database System," Proceedings of the IEEE
International Conference on Systems, Man, and Cybernetics,
pp. 2074-2079, October 8-11, 2000, Nashville, Tennessee, USA.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"Organizing a Network of Databases Using
Probabilistic Reasoning," Proceedings of the IEEE International Conference on
Systems, Man, and Cybernetics, pp. 1990-1995, October 8-11, 2000,
Nashville, Tennessee, USA.
- Naphtali Rishe, Jun Yuan, Rukshan Athauda, Shu-Ching Chen, Xiaoling Lu,
Xiaobin Ma, Alexander Vaschillo, Artyom Shaposhnikov, Dmitry
Vasilevsky,
"SemanticAccess: Semantic Interface for
Querying Databases," Proceedings of the VLDB conference,
pp. 591-594, September 10-14, 2000, Cairo, Egypt.
- Naphtali Rishe, Alexander Vaschillo, Dmitry Vasilevsky,
Artyom Shaposhnikov, Shu-Ching Chen,
"A Benchmarking Technique for DBMS`s
with Advanced Data Models," Proceedings of the ACM ADBIS-DASFAA Symposium on
Advances in Databases and Information Systems,
pp. 138-149, September 5-8, 2000, Prague, Czech Republic.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"A Probabilistic-Based Mechanism For
Video Database Management Systems," Proceedings of the
IEEE International Conference on Multimedia and
Expo (ICME 2000), pp. 467-470, July 30-August 2, 2000,
New York City, USA.
- Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu,
"Modeling Snapshot Browsing for
Web-based Integrated Surveillance Services," Proceedings of the
the Second International Workshop on Software Engineering and
Multimedia Applications (SEMA2000), pp. 31-35, August 1-2, 2000,
Baden-Baden, Germany.
- Shu-Ching Chen, Naphtali Rishe, Xinran Wang, Mark Allen Weiss,
"A User-Friendly Multimedia System for
Querying and Visualizing of Geographic Data,"
Proceedings of the World Multiconference on Systemics,
Cybernetics and Informatics (SCI 2000), 2000, Vol II, Information
Systems Development: pp.689-694, July 23-26, 2000, Orlando, Florida,
USA.
- Naphtali Rishe, Rukshan I. Athauda, Jun Yuan, Shu-Ching Chen,
"Semantic Relations: The Key to Integrating
and Query Processing in Heterogeneous Databases," Proceedings
of the World Multiconference on Systemics,
Cybernetics and Informatics (SCI 2000), 2000, Vol 7, Computer Science
and Engineering: Part I, pp.717-722, July 23-26, 2000, Orlando, Florida,
USA.
- Naphtali Rishe, Alexander Vaschillo, Dmitry Vasilevsky,
Artyom Shaposhnikov, Shu-Ching Chen,
"The Architecture for Semantic
Data Access to Heterogeneous Information Sources,"
Proceedings of the ISCA 15th International Conference on
Computer and Their Applications, pp. 134-139, March 29-31, 2000,
New Orleans, Louisiana, USA.
- Naphtali Rishe, Alexander Vaschillo, Dmitry Vasilevsky,
Artyom Shaposhnikov, Shu-Ching Chen,
"High Performance Lempel-Ziv Compression Using Optimized Longest
String Parsing and Adaptive Huffman Window Size,"
Proceedings of the 2000 IEEE Data Compression Conference (DCC),
March 28-30, 2000 (Poster), Snowbird, Utah, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Naphtali Rishe,
"Modeling Interactive Multimedia Presentation
Systems Using Augmented Transition Networks," Proceedings of the
First International Workshop on Intelligent Multimedia
Computing and Networking (IMMCN'2000), pp. 643-646,
February 27-March 3, 2000, Atlantic City, NJ, USA.
- Mei-Ling Shyu, Shu-Ching Chen, Naphtali Rishe,
"Markov Model Mediator Mechanism vs
Object-Oriented Data Model As a Data Warehouse Schema,"
Proceedings of the Fifth International Conference on Computer Science
and Informatics (CS&I'2000), pp. 496-499,
February 27-March 3, 2000, Atlantic City, NJ, USA.
- Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, R. L. Kashyap,
"An Indexing and Searching Structure for
Multimedia Database Systems,"
Proceedings of the IS&T/SPIE conference on Storage and Retrieval for Media
Databases 2000, pp. 262-270, January 23-28, 2000, San Jose, CA, USA.
- Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, R. L. Kashyap,
"Augmented Transition Networks as Video
Browsing Models for Multimedia Databases and Multimedia Information
Systems," Proceedings of the 11th IEEE International Conference on Tools with
Artificial Intelligence (ICTAI'99), pp. 175-182, November 9-11, 1999,
Chicago, IL, USA.
- Shu-Ching Chen, Mei-Ling Shyu, R. L. Kashyap,
"Multimedia Presentation Using Augmented
Transition Networks and Multimedia Input Strings,"
Proceedings of the ISCA 12th International Conference On
Computer Applications In Industry And Engineering (CAINE-99),
pp. 58-61, November 4-6, 1999, Atlanta, Georgia, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chi-Min Shu,
"Discovering Semantic Relationships Among
Object Classes In Database Systems," Proceedings of the
ISCA 1st International Conference On Information
Reuse And Integration (IRI-99), pp. 100-103,
November 4-6, 1999, Atlanta, Georgia, USA.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"Discovering Quasi-Equivalence Relationships
From Database Systems," Proceedings of the ACM Eighth International Conference
on Information and Knowledge Management (CIKM'99),
pp. 102-108, November 2-6, 1999, Kansas City, MO, USA.
- Shu-Ching Chen, Mei-Ling Shyu, Chi-Min Shu,
"An Object-Oriented Approach For
Managing a Network Of Databases," Proceedings of the 3rd Annual IASTED International
Conference on Software Engineering and Applications (SEA'99), pp. 51-55,
October 6-8, 1999, Scottsdale, Arizona, USA.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"Information Retrieval
Using Markov Model Mediators in Multimedia Database Systems,"
Proceedings of the 1998 International Symposium on Multimedia Information
Processing, pp. 237-242, Dec. 14-16, 1998, Chung-Li, Taiwan.
- Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashyap,
"Database Clustering and Data Warehousing,"
Proceedings of the 1998 ICS Workshop on Software Engineering and Database Systems,
pp. 30-37, Dec. 17-19, 1998, Tainan, Taiwan.
- Shu-Ching Chen, R. L. Kashyap, "Empirical
Studies of Multimedia Semantic Models for Multimedia
Presentations," Proceedings of the ISCA 13th International
Conference on Computer and Their Applications, pp. 226-229,
March 25-27, 1998.
- Shu-Ching Chen, R. L. Kashyap, "Temporal
and Spatial Semantic Models for Multimedia Presentations,"
Proceedings of the 1997 International Symposium on Multimedia Information Processing,
pp. 441-446, Dec. 11-13, 1997.
Refereed Presentation
- Maria Presa-Reyes, Pratik Mahyawansi, Beichao Hu, Shu-Ching Chen and
Cheng-Xian Lin, "Development of a Deep Learning Model for Predicting
the Drag Coefficients of Spherical and Non-Spherical Particles," 2021
AIChE Virtual Spring Meeting & 17th Global Congress on Process Safety,
April 18-23, 2021.
- Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, Chengcui Zhang,
"Unsupervised Automated Learning-Based Spatio-Temporal
Vehicle Tracking and Indexing for Transportation Multimedia
Database Systems," Transportation Research Board (TRB) 2002
Annual Meeting, January 13-17, 2002, Washington DC., USA.
- Srinivas Peeta, Shu-Ching Chen, "Analysis
of Distributed Computing Techniques for Dynamic Network Algorithms
with On-Line ITS Operational Needs," INFORMS, San Diego meeting,
May 4-7 1997.
Technical Reports
- "Video Shot Change Detection for Multimedia Database Systems,"
Shu-Ching Chen, Chengcui Zhang,
Technical Report No. 2001-11, School of Computer
Science, Florida International University, November, 2001.
- "Client and Server Design for Content-Based Retrieval in Multimedia
Database Systems," Shu-Ching Chen, Xia Jin, Qiong Chen,
Technical Report No. 2001-04, School of Computer
Science, Florida International University, April, 2001.
- "A High-Performance Web-Based Digital Library System for
GIS Applications," Xinran Wang, Shu-Ching Chen,
Technical Report No. 2000-07, School of Computer Science,
Florida International University, July, 2000.
- "Augmented Transition Networks As Semantic Models for Multimedia
Presentations, Multimedia Database Searching, and Multimedia
Browsing," Technical Report TR-ECE 98-15, Purdue University,
December 1998.
- "Register Allocation via Weighted Graph Coloring," Technical Report
TR-EE 93-23, Purdue University, June 1993.
Other Publications
- Shu-Ching Chen, Mei-Ling Shyu, "Workshop Report: The Second ACM
International Workshop on Multimedia Databases (MMDB 2004) at ACM
CIKM 2004," ACM SIGIR Forum, Vol. 39, No. 1, pp. 26-30, June 2005.
- Shu-Ching Chen, Mei-Ling Shyu, "Workshop Report: The First ACM
International Workshop on Multimedia Databases (MMDB 2003) at ACM
CIKM 2003," ACM SIGIR Forum, Vol. 38, No. 1, pp. 55-60, June 2004.
Volume Edited
- Co-Editor: Proceedings of the Second ACM International Workshop on
Multimedia Databases (MMDB 2004), November 13, 2004, Washington, DC,
USA, ACM ISBN: 1-58113-975-6.
- Co-Editor: Proceeding of The First ACM
International Workshop on Multimedia Databases (ACM MMDB'03),
November 7, 2003, New Orleans, Louisiana, USA.
- Co-Editor: Proceedings of The 9th International Conference on Distributed
Multimedia Systems (DMS'2003), September 24 - 26, 2003, Florida
International University, Miami, FL, USA.
- Co-Editor: Proceedings of The 10th ACM International Symposium on Advances
in Geographic Information Systems, Washington, D.C.,
November 2002, ACM ISBN: 1-58113-591-2.
- Co-Editor: Proceedings of 2nd International Conference on Information Reuse and Integration (IRI-2000), Honolulu, Hawaii, USA, November 1 - 3, 2000, Sponsored by ISCA, ISBN: 1-880843-36-6.
- Associate Editor: Proceedings of the 2nd International Conference on Information Systems and Engineering, July 14 - 18, 2002, San Diego, California, USA, ISBN: 1-56555-251-2.
- Co-Editor: Multimedia Tools and Applications (Springer), Special Issue on
Emerging Multimedia Applications [Guest Editors: Han-Chieh Chao, Sajid Hussain,
Shu-Ching Chen, and William I. Grosky]
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