Shu-Ching Chen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 114

Top Venues

Publications

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)
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)
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)
Shu-Ching Chen
Passing the Torch - Continue Moving Forward. IEEE Multim. 29 (4) (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)
Tianyi Wang, Shu-Ching Chen
Multi-Task Local-Global Graph Network for Flight Delay Prediction. IRI (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)
Shu-Ching Chen
Digital Assets and Blockchain-Based Multimedia Data Management. IEEE Multim. 29 (2) (2022)
Shu-Ching Chen
Multimedia Meets Deep Reinforcement Learning. IEEE Multim. 29 (3) (2022)
Erik Coltey, Daniela Alonso, Shahin Vassigh, Shu-Ching Chen
Towards an AI-Driven Marketplace for Small Businesses During COVID-19. SN Comput. Sci. 3 (6) (2022)
Shu-Ching Chen
Multimedia Research Toward the Metaverse. IEEE Multim. 29 (1) (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)
Shu-Ching Chen
Embracing Multimodal Data in Multimedia Data Analysis. IEEE Multim. 28 (3) (2021)
Maria E. Presa Reyes, Shu-Ching Chen
Weakly-Supervised Damaged Building Localization and Assessment with Noise Regularization. MIPR (2021)
Shu-Ching Chen
Multimedia Data Analysis With Edge Computing. IEEE Multim. 28 (4) (2021)
Erik Coltey, Shahin Vassigh, Shu-Ching Chen
Community-Connect: COVID-19 Small Business Marketplace with Automated Regulation Matching and Company Lead Retrieval. IRI (2021)
Tianyi Wang, Shu-Ching Chen
Hierarchical Multimodal Fusion Network with Dynamic Multi-task Learning. IRI (2021)
Shu-Ching Chen
Multimedia in Virtual Reality and Augmented Reality. IEEE Multim. 28 (2) (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)
Shu-Ching Chen
Multimedia Research for Response and Management of COVID-19 and Future Pandemics. IEEE Multim. 28 (1) (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)
Shicheng Cui, Qianmu Li, Shu-Ching Chen
An adversarial learning approach for discovering social relations in human-centered information networks. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
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)
Shu-Ching Chen
Momentous Years of Recognition. IEEE Multim. 27 (4) (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)
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)
Tianyi Wang, Shu-Ching Chen
Multi-Label Multi-Task Learning with Dynamic Task Weight Balancing. IRI (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)
Maria E. 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. IRI (2020)
Maria E. Presa Reyes, Shu-Ching Chen
Assessing Building Damage by Learning the Deep Feature Correspondence of Before and After Aerial Images. MIPR (2020)
Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. IRI (2019)
Shu-Ching Chen
Multimedia for Autonomous Driving. IEEE Multim. 26 (3) (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)
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)
Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
Residual Attention-Based Fusion for Video Classification. CVPR Workshops (2019)
Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops (2019)
Shu-Ching Chen
Is Artificial Intelligence New to Multimedia? IEEE Multim. 26 (2) (2019)
Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen
ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. CVPR Workshops (2019)
Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen
A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification. MIPR (2019)
Shu-Ching Chen
Impact and Award. IEEE Multim. 26 (4) (2019)
Shu-Ching Chen
Multimedia Deep Learning. IEEE Multim. 26 (1) (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)
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)
Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen
A Framework for Airfare Price Prediction: A Machine Learning Approach. IRI (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)
Shu-Ching Chen
Best Paper and Best Department Article Recognition. IEEE Multim. 25 (2) (2018)
Shu-Ching Chen
Moving IEEE MultiMedia Forward. IEEE Multim. 25 (1) (2018)
Shu-Ching Chen
Multimedia for Data Science. IEEE Multim. 25 (4) (2018)
Ning Xie, Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Jinpeng Wei
City Disaster Susceptibility Comparisons using Weighted Bipartite Graphs. Int. J. Next Gener. Comput. 9 (1) (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)
Haiman Tian, Hector Cen Zheng, Shu-Ching Chen
Sequential Deep Learning for Disaster-Related Video Classification. MIPR (2018)
Deya Banisakher, Maria E. Presa Reyes, Joshua D. Eisenberg, Joshua Allen, Mark A. Finlayson, René Price, Shu-Ching Chen
Ontology-Based Supervised Concept Learning for the Biogeochemical Literature. IRI (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)
Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar
Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. IRI (2018)
Shu-Ching Chen
Multimedia for Disaster Information Management. IEEE Multim. 25 (3) (2018)
Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen
Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. IRI (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)
Samira Pouyanfar, Shu-Ching Chen
T-LRA: Trend-Based Learning Rate Annealing for Deep Neural Networks. BigMM (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)
Joshua D. Eisenberg, Deya Banisakher, Maria E. Presa Reyes, Kalli Unthank, Mark A. Finlayson, René Price, Shu-Ching Chen
Toward Semantic Search for the Biogeochemical Literature. IRI (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. IRI (2017)
Haiman Tian, Shu-Ching Chen
A Video-Aided Semantic Analytics System for Disaster Information Integration. BigMM (2017)
Samira Pouyanfar, Shu-Ching Chen
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning. Int. J. Semantic Comput. 11 (1) (2017)
Lili Pan, Samira Pouyanfar, Hao Chen, Jiaohua Qin, Shu-Ching Chen
DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning. CIC (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 K. Navlakha, S. Sitharama Iyengar
Data-Driven Techniques in Disaster Information Management. ACM Comput. Surv. 50 (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)
Maria E. Presa Reyes, Shu-Ching Chen
A 3D Virtual Environment for Storm Surge Flooding Animation. BigMM (2017)
Haiman Tian, Shu-Ching Chen
MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection. BigMM (2017)
Ruogu Fang, Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, S. S. Iyengar
Computational Health Informatics in the Big Data Age: A Survey. ACM Comput. Surv. 49 (1) (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)
Samira Pouyanfar, Shu-Ching Chen
Semantic Event Detection Using Ensemble Deep Learning. ISM (2016)
Ramesh Baral, Dingding Wang, Tao Li, Shu-Ching Chen
GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social Aspects for Personalized POI Recommendation (Invited Paper). IRI (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)
Nam Ling, Shu-Ching Chen, Doo-Soon Park
Guest Editorial: Pervasive Multimedia Computing - Systems Applications and Services. Multim. Tools Appl. 75 (22) (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)
Tao Li, Wubai Zhou, Chunqiu Zeng, Qing Wang, Qifeng Zhou, Dingding Wang, Jia Xu, Yue Huang, Wentao Wang, Minjing Zhang, Steven Luis, Shu-Ching Chen, Naphtali Rishe
DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management. CIKM (2016)
Jason C. Hung, Makoto Takizawa, Shu-Ching Chen
Guest Editorial: Large-scale Multimedia Data Management: Techniques and Applications. Multim. Tools Appl. 75 (23) (2016)
Samira Pouyanfar, Shu-Ching Chen
Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. IRI (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)
Guangqiang Zhao, Mingjin Zhang, Tao Li, Shu-Ching Chen, Ouri Wolfson, Naphtali Rishe
Moving Video Mapper and City Recorder with Geo-Referenced Videos. WISE (2) (2015)
Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu
Negative-Based Sampling for Multimedia Retrieval. IRI (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)
Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen
Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. WISE (2) (2015)

Shu-Ching Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shu-Ching Chen