| 2025 | IRI | STCN-Ozone: A Graph-Based Spatiotemporal Forecasting Framework for Modeling Tropospheric Ozone. | Shaian Khan, Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Amy Christiansen |
| 2025 | IRI | Media Impact Index for Disaster Vulnerability Assessment: A Thematic Classification and Vulnerability Indexing Framework. | Jainil Anilkumar Patel, Mohammadreza Akbari Lor, Shu-Ching Chen, Mei-Ling Shyu, Steven Luis |
| 2023 | IRI | Enhancing Noisy Binary Search Efficiency through Deep Reinforcement Learning. | Rui Ma, Yudong Tao, Mohamed M. Khodeiry, Karam A. Alawa, Mei-Ling Shyu, Richard K. Lee |
| 2023 | WWW | Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster. | Renhe Jiang, Zhaonan Wang, Yudong Tao, Chuang Yang, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu |
| 2021 | IRI | Generalized Structure for Adaptable Immersive Learning Environments. | Erik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen, Mei-Ling Shyu |
| 2021 | IRI | Multimodal Data Integration for Interactive and Realistic Avatar Simulation in Augmented Reality. | Anchen Sun, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen, Angela Blizzard, William Andrew Rothenberg, Dainelys Garcia, Jason F. Jent |
| 2020 | CVPR | Challenges in Energy-Efficient Deep Neural Network Training with FPGA. | Yudong Tao, Rui Ma, Mei-Ling Shyu, Shu-Ching Chen |
| 2020 | ICMI | Objective Measurement of Social Communication Behaviors in Children with Suspected ASD During the ADOS-2. | Amy Yeo-jin Ahn, Jacquelyn Moffitt, Yudong Tao, Stephanie Custode, Mei-Ling Shyu, Lynn Perry, Daniel S. Messinger |
| 2020 | ICMI | Data Drive Development-Multimodal Measurement of Classroom Interaction. | Daniel S. Messinger, Lynn Perry, Chaoming Song, Yudong Tao, Samantha G. Mitsven, Regina Fasano, Chitra Banarjee, Yi Zhang, Mei-Ling Shyu |
| 2019 | ICDM | Deep Learning Based Multimedia Data Mining for Autism Spectrum Disorder (ASD) Diagnosis. | Saad Sadiq, Micheal Castellanos, Jacquelyn Moffitt, Mei-Ling Shyu, Lynn Perry, Daniel S. Messinger |
| 2019 | ICDM | Audio-Based Group Detection for Classroom Dynamics Analysis. | Yudong Tao, Samantha G. Mitsven, Lynn K. Perry, Daniel S. Messinger, Mei-Ling Shyu |
| 2019 | ICIP | Unconstrained Flood Event Detection Using Adversarial Data Augmentation. | Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang, Shu-Ching Chen, Mei-Ling Shyu |
| 2019 | IRI | Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. | Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu |
| 2019 | IRI | Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. | Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin |
| 2019 | IRI | A Power Efficient Neural Network Implementation on Heterogeneous FPGA and GPU Devices. | Yuexuan Tu, Saad Sadiq, Yudong Tao, Mei-Ling Shyu, Shu-Ching Chen |
| 2018 | IRI | Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. | Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu |
| 2018 | IRI | Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. | Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen |
| 2018 | IRI | A Multi-Model Based Approach for Driver Missense Identification. | Ahmed T. Soliman, Mei-Ling Shyu |
| 2017 | IRI | Comparison of Visual Datasets for Machine Learning. | Kent Gauen, Ryan Dailey, John Laiman, Yuxiang Zi, Nirmal Asokan, Yung-Hsiang Lu, George K. Thiruvathukal, Mei-Ling Shyu, Shu-Ching Chen |
| 2017 | IRI | Cyber-Secure UAV Communications Using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution. | Stuart H. Rubin, William K. Grefe, Thouraya Bouabana-Tebibel, Shu-Ching Chen, Mei-Ling Shyu, Kenneth S. Simonsen |
| 2017 | IRI | AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. | Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen, Daniel Feaster |
| 2016 | COMPSAC | Message from the WEDA 2016 Program Chairs. | Tugkan Tuglular, Ying Cai, Duygu elik, Mei-Ling Shyu, Tian Xia |
| 2016 | IRI | Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. | Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran |
| 2016 | IRI | A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). | Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid |
| 2016 | IRI | Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). | Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid |
| 2016 | IRI | A Classifier Ensemble Framework for Multimedia Big Data Classification. | Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen |
| 2016 | ISM | Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. | Yilin Yan, Mei-Ling Shyu |
| 2015 | IRI | Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval. | Chao Chen, Mei-Ling Shyu, Shu-Ching Chen |
| 2015 | IRI | Negative-Based Sampling for Multimedia Retrieval. | Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu |
| 2015 | ISM | Deep Learning for Imbalanced Multimedia Data Classification. | Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen |
| 2014 | IRI | Utilizing concept correlations for effective imbalanced data classification. | Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen |
| 2013 | IRI | Spatial-temporal motion information integration for action detection and recognition in non-static background. | Dianting Liu, Mei-Ling Shyu, Guiru Zhao |
| 2013 | IRI | Adaptive association rule mining for web video event classification. | Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng |
| 2013 | ISM | Biological Image Temporal Stage Classification via Multi-layer Model Collaboration. | Tao Meng, Mei-Ling Shyu |
| 2013 | ISM | Multimodal Sparse Linear Integration for Content-Based Item Recommendation. | Qiusha Zhu, Zhao Li, Haohong Wang, Yimin Yang, Mei-Ling Shyu |
| 2013 | ISM | VideoTopic: Content-Based Video Recommendation Using a Topic Model. | Qiusha Zhu, Mei-Ling Shyu, Haohong Wang |
| 2012 | IRI | Multi-model integration for long-term time series prediction. | Zifang Huang, Mei-Ling Shyu, James M. Tien |
| 2012 | IRI | Model-driven collaboration and information integration for enhancing video semantic concept detection. | Tao Meng, Mei-Ling Shyu |
| 2012 | ISM | Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information. | Dianting Liu, Mei-Ling Shyu |
| 2011 | IRI | Message from program co-chairs. | Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu |
| 2011 | IRI | Clustering-based binary-class classification for imbalanced data sets. | Chao Chen, Mei-Ling Shyu |
| 2011 | IRI | Automatic annotation of drosophila developmental stages using association classification and information integration. | Tao Meng, Mei-Ling Shyu |
| 2011 | IRI | Effective supervised discretization for classification based on correlation maximization. | Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen |
| 2011 | ISM | Utilization of Co-occurrence Relationships between Semantic Concepts in Re-ranking for Information Retrieval. | Chao Chen, Lin Lin, Mei-Ling Shyu |
| 2011 | ISM | Moving Object Detection under Object Occlusion Situations in Video Sequences. | Dianting Liu, Mei-Ling Shyu, Qiusha Zhu, Shu-Ching Chen |
| 2010 | IRI | Panel title: Critical need for funding of basic and applied research in large-scale computing. | Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh |
| 2010 | IRI | Message from Program Co-Chairs. | Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu |
| 2010 | IRI | k-NN based LS-SVM framework for long-term time series prediction. | Zifang Huang, Mei-Ling Shyu |
| 2010 | IRI | Integration of global and local information in videos for key frame extraction. | Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen |
| 2010 | ISM | Histology Image Classification Using Supervised Classification and Multimodal Fusion. | Tao Meng, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen |
| 2009 | AINA | A Hybrid Layered Multiagent Architecture with Low Cost and Low Response Time Communication Protocol for Network Intrusion Detection Systems. | Varsha Sainani, Mei-Ling Shyu |
| 2009 | IRI | Supervised Multi-class Classification with Adaptive and Automatic Parameter Tuning. | Chao Chen, Mei-Ling Shyu, Shu-Ching Chen |
| 2009 | IRI | Correlation-based Interestingness Measure for Video Semantic Concept Detection. | Lin Lin, Mei-Ling Shyu, Shu-Ching Chen |
| 2009 | IRI | Integration of Hurricane Wind Analysis and Multimedia Semantic Content Analysis for Public Outreach. | Guy Ravitz, Mei-Ling Shyu, Mark D. Powell |
| 2009 | ISM | Enhancing Concept Detection by Pruning Data with MCA-Based Transaction Weights. | Lin Lin, Mei-Ling Shyu, Shu-Ching Chen |
| 2009 | ISM | An Optimized Scheduling Scheme to Provide Quality of Service in 802.11e Wireless LAN. | Hongli Luo, Mei-Ling Shyu |
| 2008 | IRI | A conflict-based confidence measure for associative classification. | Peerapon Vateekul, Mei-Ling Shyu |
| 2008 | ISM | Correlation-Based Video Semantic Concept Detection Using Multiple Correspondence Analysis. | Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen |
| 2008 | ISM | Provision of Quality of Service with Router Support. | Hongli Luo, Mei-Ling Shyu |
| 2008 | ISORC | MRBAC: Hierarchical Role Management and Security Access Control for Distributed Multimedia Systems. | Na Zhao, Min Chen, Shu-Ching Chen, Mei-Ling Shyu |
| 2007 | ICDE | Hierarchical Temporal Association Mining for Video Event Detection in Video Databases. | Min Chen, Shu-Ching Chen, Mei-Ling Shyu |
| 2007 | IRI | Defense against Bandwidth Attacks with Traffic Resource Management. | Hongli Luo, Mei-Ling Shyu |
| 2006 | ICDE | Video Database Modeling and Temporal Pattern Retrieval using Hierarchical Markov Model Mediator. | Na Zhao, Shu-Ching Chen, Mei-Ling Shyu |
| 2006 | IRI | An integrated and interactive video retrieval framework with hierarchical learning models and semantic clustering strategy. | Na Zhao, Shu-Ching Chen, Mei-Ling Shyu, Stuart Harvey Rubin |
| 2006 | ICTAI | Collateral Representative Subspace Projection Modeling for Supervised Classification. | Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang |
| 2006 | ICTAI | UNPCC: A Novel Unsupervised Classification Scheme for Network Intrusion Detection. | Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang |
| 2006 | ISM | Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification. | Shu-Ching Chen, Min Chen, Chengcui Zhang, Mei-Ling Shyu |
| 2005 | ICDE | An Enhanced Query Model for Soccer Video Retrieval Using Temporal Relationships. | Shu-Ching Chen, Mei-Ling Shyu, Na Zhao |
| 2005 | IRI | Automated quality control of tropical cyclone winds through data mining. | H. Nicholas Carrasco, Mei-Ling Shyu |
| 2005 | IRI | Handling missing values via decomposition of the conditioned set. | Mei-Ling Shyu, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang |
| 2005 | IRI | Data integration for capital projects via community-specific conceptual representations. | Yimin Zhu, Mei-Ling Shyu, Shu-Ching Chen |
| 2005 | ISM | The Protection of QoS for Multimedia Transmission against Denial of Service Attacks. | Hongli Luo, Mei-Ling Shyu |
| 2005 | ISM | Unit Detection from American Football TV Broadcast using Multimodal Content Analysis. | Guy Ravitz, Mei-Ling Shyu |
| 2005 | ISM | Neural Network Based Framework For Goal Event Detection In Soccer Videos. | Kasun Wickramaratna, Min Chen, Shu-Ching Chen, Mei-Ling Shyu |
| 2004 | IRI | A Data Mining Framework for Building A Web-Page Recommender System. | Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen |
| 2004 | IRI | Affinity-Based Similarity Measure for Web Document Clustering. | Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Stuart Harvey Rubin |
| 2003 | BIBE | An Open Multiple Instance Learning Framework and Its Application in Drug Activity Prediction Problems. | Xin Huang, Shu-Ching Chen, Mei-Ling Shyu |
| 2003 | IRI | Damage Pattern Mining in Hurricane Image Databases. | Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Walter Z. Tang, Keqi Zhang |
| 2003 | IRI | Component-Based Design and Integration of a Distributed Multimedia Management System. | Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui Zhang |
| 2003 | IRI | Facilitating KMS Reusability by XML Binding Model. | Sheng-Tun Li, Huang-Chih Hsieh, Shu-Ching Chen, Mei-Ling Shyu |
| 2003 | SMC | Field-effect natural language semantic mapping. | Stuart Harvey Rubin, Shu-Ching Chen, Mei-Ling Shyu |
| 2002 | CAINE | End-to-End Congestion Control via Optimal Bandwidth Allocation for Multimedia Streams. | Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo |
| 2002 | COMPSAC | Web Document Classification Based on Fuzzy Association. | Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen, Xiuqi Li |
| 2002 | COMPSAC | An Effective Content-Based Visual Image Retrieval System. | Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Borko Furht |
| 2002 | KDD | User Concept Pattern Discovery Using Relevance Feedback And Multiple Instance Learning For Content-Based Image Retrieval. | Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang |
| 2002 | KDD | Mining High-Level User Concepts with Multiple Instance Learning and Relevance Feedback for Content-Based Image Retrieval. | Xin Huang, Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang |
| 2001 | COMPSAC | An Unsupervised Segmentation Framework For Texture Image Queries. | Shu-Ching Chen, Chengcui Zhang, Mei-Ling Shyu |
| 2001 | IRI | Supporting Information Reuse for Video Data Indexing by Using Color Information. | Chengcui Zhang, Lin Luo, Shu-Ching Chen, Mei-Ling Shyu |
| 2001 | KDD | Multimedia Data Mining for Traffic Video Sequences. | Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott |
| 2001 | SMC | Mining user access behavior on the WWW. | Mei-Ling Shyu, Shu-Ching Chen, Choochart Haruechaiyasak |
| 2000 | COMPSAC | Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW. | Mei-Ling Shyu, Shu-Ching Chen, Chi-Min Shu |
| 2000 | ICTAI | Object tracking and multimedia augmented transition network for video indexing and modeling. | Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Rangasami L. Kashyap |
| 2000 | SMC | A Bayesian network-based expert query system for a distributed database system. | Mei-Ling Shyu, Shu-Ching Chen |
| 2000 | SMC | Organizing a network of databases using probabilistic reasoning. | Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashayp |
| 1999 | CIKM | Discovering Quasi-Equivalence Relationships from Database Systems. | Mei-Ling Shyu, Shu-Ching Chen, Rangasami L. Kashyap |
| 1999 | ICTAI | Augmented Transition Networks as Video Browsing Models for Multimedia Databases and Multimedia Information Systems. | Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, Rangasami L. Kashyap |