Mei-Ling Shyu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 71

Top Venues

IRI

TRECVID

MIPR

Int. J. Semantic Comput.

Publications

Rui Ma, Yudong Tao, Mohamed M. Khodeiry, Xiangxiang Liu, Ximena Mendoza, Yuan Liu, Mei-Ling Shyu, Richard K. Lee
An Extensive-Form Game Paradigm for Visual Field Testing via Deep Reinforcement Learning. IEEE Trans. Biomed. Eng. 71 (2) (2024)
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 Comput. Surv. 55 (7) (2023)
Rui Ma, Yudong Tao, Mohamed M. Khodeiry, Karam A. Alawa, Mei-Ling Shyu, Richard K. Lee
Enhancing Noisy Binary Search Efficiency through Deep Reinforcement Learning. IRI (2023)
Ayushman Das, Shu-Ching Chen, Mei-Ling Shyu, Saad Sadiq
Enabling Synergistic Knowledge Sharing and Reasoning in Large Language Models with Collaborative Multi-Agents. CIC (2023)
Dimitrios Georgakopoulos, Mei-Ling Shyu, Indrajit Ray, Barbara Carminati
Message from the General Chairs and PC Chairs CIC 2023. CIC (2023)
Renhe Jiang, Zhaonan Wang, Yudong Tao, Chuang Yang, Xuan Song, Ryosuke Shibasaki, Shu-Ching Chen, Mei-Ling Shyu
Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster. WWW (2023)
Anchen Sun, Yudong Tao, Mei-Ling Shyu, Angela Blizzard, William Andrew Rothenberg, Dainelys Garcia, Jason F. Jent
Multimodal Data Integration and User Interaction for Avatar Simulation in Augmented Reality. Int. J. Multim. Data Eng. Manag. 13 (1) (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. Softw. Pract. Exp. 52 (7) (2022)
Mei-Ling Shyu, Surya Nepal, Valérie Issarny, James Joshi
Guest Editorial: Special Issue on Services Computing for COVID-19 and Future Pandemics. IEEE Trans. Serv. Comput. 15 (3) (2022)
Maria E. Presa Reyes, Yudong Tao, Rui Ma, Shu-Ching Chen, Mei-Ling Shyu
Multi-Source Weak Supervision Fusion for Disaster Scene Recognition in Videos. MIPR (2022)
Maria E. Presa Reyes, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu
Deep Learning With Weak Supervision for Disaster Scene Description in Low-Altitude Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Haiman Tian, Maria E. Presa Reyes, Yudong Tao, Tianyi Wang, Samira Pouyanfar, Miguel Alonso, Steven Luis, Mei-Ling Shyu, Shu-Ching Chen, Sundaraja Sitharama Iyengar
Data Analytics for Air Travel Data: A Survey and New Perspectives. ACM Comput. Surv. 54 (8) (2022)
Yi Zhang, Yudong Tao, Mei-Ling Shyu, Lynn K. Perry, Prem R. Warde, Daniel S. Messinger, Chaoming Song
Simulating COVID19 Transmission From Observed Movement: An Agent-Based Model of Classroom Dispersion. CoRR (2021)
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. CIC (2021)
Erik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen, Mei-Ling Shyu
Generalized Structure for Adaptable Immersive Learning Environments. IRI (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. IRI (2021)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. Inf. Syst. Frontiers 22 (5) (2020)
Daniel S. Messinger, Lynn Perry, Chaoming Song, Yudong Tao, Samantha G. Mitsven, Regina Fasano, Chitra Banarjee, Yi Zhang, Mei-Ling Shyu
Data Drive Development-Multimodal Measurement of Classroom Interaction. ICMI Companion (2020)
Maria E. Presa Reyes, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu
Florida International University - University of Miami TRECVID 2020 DSDI Track. TRECVID (2020)
Chengde Zhang, Dandan Jin, Xia Xiao, Gao Chen, Mei-Ling Shyu
A Novel Collaborative Optimization Framework for Web Video Event Mining Based on the Combination of Inaccurate Visual Similarity Detection Information and Sparse Textual Information. IEEE Access 8 (2020)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification. MIPR (2020)
Shicheng Cui, Tao Li, Shu-Ching Chen, Mei-Ling Shyu, Qianmu Li, Hong Zhang
DISL: Deep Isomorphic Substructure Learning for network representations. Knowl. Based Syst. 189 (2020)
Yudong Tao, Rui Ma, Mei-Ling Shyu, Shu-Ching Chen
Challenges in Energy-Efficient Deep Neural Network Training with FPGA. CVPR Workshops (2020)
Tianyi Wang, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu
Multi-task Multimodal Learning for Disaster Situation Assessment. MIPR (2020)
Yudong Tao, Erik Coltey, Tianyi Wang, Miguel Alonso, Mei-Ling Shyu, Shu-Ching Chen, Hadi Alhaffar, Albert Elias, Biayna Bogosian, Shahin Vassigh
Confidence Estimation Using Machine Learning in Immersive Learning Environments. MIPR (2020)
Amy Yeo-jin Ahn, Jacquelyn Moffitt, Yudong Tao, Stephanie Custode, Mei-Ling Shyu, Lynn Perry, Daniel S. Messinger
Objective Measurement of Social Communication Behaviors in Children with Suspected ASD During the ADOS-2. ICMI Companion (2020)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. IRI (2019)
Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
Multimodal deep representation learning for video classification. World Wide Web 22 (3) (2019)
Saad Sadiq, Nicolas Wagner, Mei-Ling Shyu, Daniel Feaster
High Dimensional Latent Space Variational AutoEncoders for Fake News Detection. MIPR (2019)
Yudong Tao, Samantha G. Mitsven, Lynn K. Perry, Daniel S. Messinger, Mei-Ling Shyu
Audio-Based Group Detection for Classroom Dynamics Analysis. ICDM Workshops (2019)
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 22 (5) (2019)
Saad Sadiq, Micheal Castellanos, Jacquelyn Moffitt, Mei-Ling Shyu, Lynn Perry, Daniel S. Messinger
Deep Learning Based Multimedia Data Mining for Autism Spectrum Disorder (ASD) Diagnosis. ICDM Workshops (2019)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu
Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. IRI (2019)
Samira Pouyanfar, Saad Sadiq, Yilin Yan, Haiman Tian, Yudong Tao, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, S. S. Iyengar
A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM Comput. Surv. 51 (5) (2019)
Yudong Tao, Tianyi Wang, Diana Machado, Raúl García, Yuexuan Tu, Maria E. Presa Reyes, Yeda Chen, Haiman Tian, Mei-Ling Shyu, Shu-Ching Chen
Florida International University - University ofMiami TRECVID 2019. TRECVID (2019)
Yudong Tao, Mei-Ling Shyu
SP-ASDNet: CNN-LSTM Based ASD Classification Model using Observer ScanPaths. ICME Workshops (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. ICIP (2019)
Yudong Tao, Yuexuan Tu, Mei-Ling Shyu
Efficient Incremental Training for Deep Convolutional Neural Networks. MIPR (2019)
Xue Yang, Mei-Ling Shyu, Han-Qi Yu, Shi-Ming Sun, Nian-Sheng Yin, Wei Chen
Integrating Image and Textual Information in Human-Robot Interactions for Children With Autism Spectrum Disorder. IEEE Trans. Multim. 21 (3) (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. IRI (2019)
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 Trans. Multim. 20 (4) (2018)
Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. IRI (2018)
Yilin Yan, Jonathan Chen, Mei-Ling Shyu
Efficient Large-Scale Stance Detection in Tweets. Int. J. Multim. Data Eng. Manag. 9 (3) (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. MIPR (2018)
Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Yuexuan Tu, Yilin Yan, Tianyi Wang, Hector Cen Zheng, Yingxin Li, Saad Sadiq, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2018. TRECVID (2018)
Chao Chen, Mei-Ling Shyu, Shu-Ching Chen
Erratum to: Weighted subspace modeling for semantic concept retrieval using gaussian mixture models. Inf. Syst. Frontiers 20 (2) (2018)
Ahmed T. Soliman, Mei-Ling Shyu
A Multi-Model Based Approach for Driver Missense Identification. IRI (2018)
Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen
Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. IRI (2018)
Victor Bahl, Barbara Carminati, James Caverlee, Ing-Ray Chen, Wynne Hsu, Toru Ishida, Valérie Issarny, Surya Nepal, Indrakshi Ray, Kui Ren, Shamik Sural, Mei-Ling Shyu
Editorial. IEEE Trans. Serv. Comput. 11 (1) (2018)
Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu, S. S. Iyengar
Multimedia Big Data Analytics: A Survey. ACM Comput. Surv. 51 (1) (2018)
Saad Sadiq, Mei-Ling Shyu, Daniel Feaster
Counterfactual Autoencoder for Unsupervised Semantic Learning. Int. J. Multim. Data Eng. Manag. 9 (4) (2018)
Saad Sadiq, Yudong Tao, Yilin Yan, Mei-Ling Shyu
Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method. BigMM (2017)
Yilin Yan, Mei-Ling Shyu
Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval. Int. J. Semantic Comput. 11 (2) (2017)
Yilin Yan, Samira Pouyanfar, Yudong Tao, Haiman Tian, Maria E. Presa Reyes, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2017. TRECVID (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. IRI (2017)
Yilin Yan, Min Chen, Saad Sadiq, Mei-Ling Shyu
Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters. Int. J. Multim. Data Eng. Manag. 8 (1) (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. IRI (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. IRI (2017)
Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu
An efficient deep residual-inception network for multimedia classification. ICME (2017)
Yilin Yan, Mei-Ling Shyu
Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. ISM (2016)
Chengde Zhang, Dianting Liu, Xiao Wu, Guiru Zhao, Mei-Ling Shyu, Qiang Peng
Near-Duplicate Segments based news web video event mining. Signal Process. 120 (2016)
Yilin Yan, Samira Pouyanfar, Sheng Guan, Haiman Tian, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen, Jonathan Chen
Florida International University - University of Miami TRECVID 2016. TRECVID (2016)
Yilin Yan, Mei-Ling Shyu, Qiusha Zhu
Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval. ICSC (2016)
Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng
Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining. IEEE Trans. Hum. Mach. Syst. 46 (1) (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 (Invited Paper). IRI (2016)
Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen
A Classifier Ensemble Framework for Multimedia Big Data Classification. IRI (2016)
Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. IRI (2016)
Chao Chen, Mei-Ling Shyu, Shu-Ching Chen
Weighted subspace modeling for semantic concept retrieval using gaussian mixture models. Inf. Syst. Frontiers 18 (5) (2016)
Tugkan Tuglular, Ying Cai, Duygu Çelik, Mei-Ling Shyu, Tian Xia
Message from the WEDA 2016 Program Chairs. COMPSAC (2016)
Yilin Yan, Mei-Ling Shyu, Qiusha Zhu
Supporting Semantic Concept Retrieval with Negative Correlations in a Multimedia Big Data Mining System. Int. J. Semantic Comput. 10 (2) (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 (Invited Paper). IRI (2016)
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. CIC (2015)
Qiusha Zhu, Mei-Ling Shyu
Sparse Linear Integration of Content and Context Modalities for Semantic Concept Retrieval. IEEE Trans. Emerg. Top. Comput. 3 (2) (2015)
Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu
Negative-Based Sampling for Multimedia Retrieval. IRI (2015)
Tao Li, Mei-Ling Shyu
Guest Editors' Introduction. Int. J. Semantic Comput. 9 (3) (2015)
Chao Chen, Mei-Ling Shyu, Shu-Ching Chen
Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval. IRI (2015)
Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu
Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos. BigMM (2015)
Yonghong Tian, Shu-Ching Chen, Mei-Ling Shyu, Tiejun Huang, Phillip C.-Y. Sheu, Alberto Del Bimbo
Multimedia Big Data. IEEE Multim. 22 (3) (2015)
Young-Sik Jeong, Mei-Ling Shyu, Guandong Xu, Roland R. Wagner
Guest Editorial: Advanced Technologies and Services for Multimedia Big Data Processing. Multim. Tools Appl. 74 (10) (2015)
Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen
Deep Learning for Imbalanced Multimedia Data Classification. ISM (2015)
Yilin Yan, Miguel Gavidia, Tarek Sayed, Hsin-Yu Ha, Mei-Ling Shyu, Shu-Ching Chen, Winnie Chen, Tiffany Chen
Florida International University - University of Miami TRECVID 2015. TRECVID (2015)
Ahmed T. Soliman, Tao Meng, Shu-Ching Chen, S. S. Iyengar, Puneeth Iyengar, John S. Yordy, Mei-Ling Shyu
Driver Missense Mutation Identification Using Feature Selection and Model Fusion. J. Comput. Biol. 22 (12) (2015)
Dianting Liu, Yilin Yan, Mei-Ling Shyu, Guiru Zhao, Min Chen
Spatio-Temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments. Int. J. Multim. Data Eng. Manag. 6 (1) (2015)
Mei-Ling Shyu, Shu-Ching Chen
Emerging Multimedia Research and Applications. IEEE Multim. 22 (4) (2015)
Mei-Ling Shyu, James Joshi, Qiong Liu
Guest Editors' Introduction. Int. J. Semantic Comput. 9 (2) (2015)
Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu
Utilizing Indirect Associations in Multimedia Semantic Retrieval. BigMM (2015)
Mei-Ling Shyu, Giovanni Pilato, Robert Mertens, Nadine Steinmetz
Guest Editors' Introduction. Int. J. Semantic Comput. 8 (4) (2014)
Miguel Gavidia, Tarek Sayed, Yilin Yan, Quisha Zhu, Mei-Ling Shyu, Shu-Ching Chen, Hsin-Yu Ha, Ming Ma, Winnie Chen, Tiffany Chen
Florida International University - University of Miami TRECVID 2014. TRECVID (2014)
Qiusha Zhu, Mei-Ling Shyu, Haohong Wang
VideoTopic: Modeling User Interests for Content-Based Video Recommendation. Int. J. Multim. Data Eng. Manag. 5 (4) (2014)
Tao Meng, Yang Liu, Mei-Ling Shyu, Yilin Yan, Chi-Min Shu
Enhancing Multimedia Semantic Concept Mining and Retrieval by Incorporating Negative Correlations. ICSC (2014)
Zifang Huang, Mei-Ling Shyu, James M. Tien, Michael M. Vigoda, David J. Birnbach
Knowledge-Assisted Sequential Pattern Analysis With Heuristic Parameter Tuning for Labor Contraction Prediction. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen
Utilizing concept correlations for effective imbalanced data classification. IRI (2014)
Tao Meng, Mei-Ling Shyu
Multi-layer Model Collaboration for Bioimage Temporal Stage Classification. Int. J. Semantic Comput. 8 (2) (2014)
Tao Meng, Mei-Ling Shyu
Concept-concept association information integration and multi-model collaboration for multimedia semantic concept detection. Inf. Syst. Frontiers 16 (5) (2014)
Tao Meng, Mei-Ling Shyu
Biological Image Temporal Stage Classification via Multi-layer Model Collaboration. ISM (2013)
Lin Lin, Mei-Ling Shyu, Shu-Ching Chen
Rule-Based Semantic Concept Classification from Large-Scale Video Collections. Int. J. Multim. Data Eng. Manag. 4 (1) (2013)
Zifang Huang, Mei-Ling Shyu, James M. Tien, Michael M. Vigoda, David J. Birnbach
Prediction of Uterine Contractions Using Knowledge-Assisted Sequential Pattern Analysis. IEEE Trans. Biomed. Eng. 60 (5) (2013)
Mei-Ling Shyu, Giovanni Pilato, Brian Harrington, Shlomo Dubnov
Guest Editors' Introduction. Int. J. Semantic Comput. 7 (4) (2013)
Dianting Liu, Mei-Ling Shyu
Semantic Retrieval for Videos in Non-static Background Using Motion Saliency and Global Features. ICSC (2013)
Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng
Adaptive association rule mining for web video event classification. IRI (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mei-Ling Shyu