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2020 – today
- 2024
- [j96]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): 514-523 (2024) - 2023
- [j95]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): 141:1-141:36 (2023) - [c175]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: 92-98 - [c174]Dimitrios Georgakopoulos, Mei-Ling Shyu, Indrajit Ray, Barbara Carminati:
Message from the General Chairs and PC Chairs CIC 2023. CIC 2023: viii-ix - [c173]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: 154-159 - [c172]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: 2655-2665 - 2022
- [j94]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): 167:1-167:35 (2022) - [j93]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): 1-19 (2022) - [j92]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): 1736-1755 (2022) - [j91]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: 1-10 (2022) - [j90]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): 1175-1177 (2022) - [c171]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: 287-292 - 2021
- [c170]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: 96-104 - [c169]Erik Coltey, Yudong Tao, Tianyi Wang, Shahin Vassigh, Shu-Ching Chen, Mei-Ling Shyu:
Generalized Structure for Adaptable Immersive Learning Environments. IRI 2021: 294-301 - [c168]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: 362-369 - [i1]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 abs/2108.07808 (2021) - 2020
- [j89]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: 10516-10527 (2020) - [j88]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): 1053-1066 (2020) - [j87]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) - [c167]Yudong Tao, Rui Ma, Mei-Ling Shyu, Shu-Ching Chen:
Challenges in Energy-Efficient Deep Neural Network Training with FPGA. CVPR Workshops 2020: 1602-1611 - [c166]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: 357-359 - [c165]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: 360-364 - [c164]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu:
Evolutionary Programming Based Deep Feature and Model Selection for Visual Data Classification. MIPR 2020: 61-66 - [c163]Tianyi Wang, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu:
Multi-task Multimodal Learning for Disaster Situation Assessment. MIPR 2020: 209-212 - [c162]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: 247-252 - [c161]Maria E. Presa Reyes, Yudong Tao, Shu-Ching Chen, Mei-Ling Shyu:
Florida International University - University of Miami TRECVID 2020 DSDI Track. TRECVID 2020
2010 – 2019
- 2019
- [j86]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): 92:1-92:36 (2019) - [j85]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): 746-759 (2019) - [j84]Haiman Tian, Yudong Tao, Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu:
Multimodal deep representation learning for video classification. World Wide Web 22(3): 1325-1341 (2019) - [j83]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): 1893-1911 (2019) - [c160]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: 847-854 - [c159]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: 855-862 - [c158]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: 155-159 - [c157]Yudong Tao, Mei-Ling Shyu:
SP-ASDNet: CNN-LSTM Based ASD Classification Model using Observer ScanPaths. ICME Workshops 2019: 641-646 - [c156]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu:
Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. IRI 2019: 127-134 - [c155]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: 193-199 - [c154]Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin:
Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. IRI 2019: 283-290 - [c153]Yudong Tao, Yuexuan Tu, Mei-Ling Shyu:
Efficient Incremental Training for Deep Convolutional Neural Networks. MIPR 2019: 286-291 - [c152]Saad Sadiq, Nicolas Wagner, Mei-Ling Shyu, Daniel Feaster:
High Dimensional Latent Space Variational AutoEncoders for Fake News Detection. MIPR 2019: 437-442 - [c151]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 - 2018
- [j82]Samira Pouyanfar, Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu, S. S. Iyengar:
Multimedia Big Data Analytics: A Survey. ACM Comput. Surv. 51(1): 10:1-10:34 (2018) - [j81]Yilin Yan, Jonathan Chen, Mei-Ling Shyu:
Efficient Large-Scale Stance Detection in Tweets. Int. J. Multim. Data Eng. Manag. 9(3): 1-16 (2018) - [j80]Saad Sadiq, Mei-Ling Shyu, Daniel Feaster:
Counterfactual Autoencoder for Unsupervised Semantic Learning. Int. J. Multim. Data Eng. Manag. 9(4): 1-20 (2018) - [j79]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): 417 (2018) - [j78]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): 1024-1032 (2018) - [j77]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): 1-4 (2018) - [c150]Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu:
Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. IRI 2018: 386-393 - [c149]Ahmed T. Soliman, Mei-Ling Shyu:
A Multi-Model Based Approach for Driver Missense Identification. IRI 2018: 419-425 - [c148]Saad Sadiq, Marina Zmieva, Mei-Ling Shyu, Shu-Ching Chen:
Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. IRI 2018: 436-443 - [c147]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: 112-117 - [c146]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 - 2017
- [j76]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): 1-20 (2017) - [j75]Yilin Yan, Mei-Ling Shyu:
Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval. Int. J. Semantic Comput. 11(2): 209-228 (2017) - [c145]Saad Sadiq, Yudong Tao, Yilin Yan, Mei-Ling Shyu:
Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method. BigMM 2017: 185-192 - [c144]Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu:
An efficient deep residual-inception network for multimedia classification. ICME 2017: 373-378 - [c143]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: 9-15 - [c142]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: 346-355 - [c141]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: 356-365 - [c140]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 - 2016
- [j74]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): 247-268 (2016) - [j73]Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Weighted subspace modeling for semantic concept retrieval using gaussian mixture models. Inf. Syst. Frontiers 18(5): 877-889 (2016) - [j72]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: 26-35 (2016) - [j71]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): 124-135 (2016) - [c139]Tugkan Tuglular, Ying Cai, Duygu Çelik, Mei-Ling Shyu, Tian Xia:
Message from the WEDA 2016 Program Chairs. COMPSAC 2016: 561 - [c138]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: 324-331 - [c137]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: 441-447 - [c136]Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran:
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. IRI 2016: 601-608 - [c135]Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen:
A Classifier Ensemble Framework for Multimedia Big Data Classification. IRI 2016: 615-622 - [c134]Yilin Yan, Mei-Ling Shyu:
Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. ISM 2016: 281-286 - [c133]Yilin Yan, Mei-Ling Shyu, Qiusha Zhu:
Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval. ICSC 2016: 55-62 - [c132]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 - 2015
- [j70]Yonghong Tian, Shu-Ching Chen, Mei-Ling Shyu, Tiejun Huang, Phillip C.-Y. Sheu, Alberto Del Bimbo:
Multimedia Big Data. IEEE Multim. 22(3): 93-95 (2015) - [j69]Mei-Ling Shyu, Shu-Ching Chen:
Emerging Multimedia Research and Applications. IEEE Multim. 22(4): 11-13 (2015) - [j68]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): 1-18 (2015) - [j67]Mei-Ling Shyu, James Joshi, Qiong Liu:
Guest Editors' Introduction. Int. J. Semantic Comput. 9(2): 139-142 (2015) - [j66]Tao Li, Mei-Ling Shyu:
Guest Editors' Introduction. Int. J. Semantic Comput. 9(3): 281-282 (2015) - [j65]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): 1075-1085 (2015) - [j64]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): 3413-3418 (2015) - [j63]Qiusha Zhu, Mei-Ling Shyu:
Sparse Linear Integration of Content and Context Modalities for Semantic Concept Retrieval. IEEE Trans. Emerg. Top. Comput. 3(2): 152-160 (2015) - [c131]Yimin Yang, Shu-Ching Chen, Mei-Ling Shyu:
Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos. BigMM 2015: 64-71 - [c130]Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu:
Utilizing Indirect Associations in Multimedia Semantic Retrieval. BigMM 2015: 72-79 - [c129]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: 288-295 - [c128]Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu:
Negative-Based Sampling for Multimedia Retrieval. IRI 2015: 64-71 - [c127]Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval. IRI 2015: 258-265 - [c126]Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen:
Deep Learning for Imbalanced Multimedia Data Classification. ISM 2015: 483-488 - [c125]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 - 2014
- [j62]Qiusha Zhu, Mei-Ling Shyu, Haohong Wang:
VideoTopic: Modeling User Interests for Content-Based Video Recommendation. Int. J. Multim. Data Eng. Manag. 5(4): 1-21 (2014) - [j61]Tao Meng, Mei-Ling Shyu:
Multi-layer Model Collaboration for Bioimage Temporal Stage Classification. Int. J. Semantic Comput. 8(2): 123-144 (2014) - [j60]Mei-Ling Shyu, Giovanni Pilato, Robert Mertens, Nadine Steinmetz:
Guest Editors' Introduction. Int. J. Semantic Comput. 8(4): 385-388 (2014) - [j59]Tao Meng, Mei-Ling Shyu:
Concept-concept association information integration and multi-model collaboration for multimedia semantic concept detection. Inf. Syst. Frontiers 16(5): 787-799 (2014) - [j58]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): 492-499 (2014) - [c124]Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen:
Utilizing concept correlations for effective imbalanced data classification. IRI 2014: 561-568 - [c123]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: 28-35 - [c122]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 - 2013
- [j57]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): 46-67 (2013) - [j56]Dianting Liu, Mei-Ling Shyu:
Semantic Motion Concept Retrieval in Non-Static Background Utilizing Spatial-Temporal Visual Information. Int. J. Semantic Comput. 7(1): 43-68 (2013) - [j55]Mei-Ling Shyu, Giovanni Pilato, Brian Harrington, Shlomo Dubnov:
Guest Editors' Introduction. Int. J. Semantic Comput. 7(4): 349-352 (2013) - [j54]Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng:
A Novel Web Video Event Mining Framework with the Integration of Correlation and Co-Occurrence Information. J. Comput. Sci. Technol. 28(5): 788-796 (2013) - [j53]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): 1290-1297 (2013) - [j52]Tao Meng, Ahmed T. Soliman, Mei-Ling Shyu, Yimin Yang, Shu-Ching Chen, S. S. Iyengar, John S. Yordy, Puneeth Iyengar:
Wavelet Analysis in Current Cancer Genome Research: A Survey. IEEE ACM Trans. Comput. Biol. Bioinform. 10(6): 1442-1459 (2013) - [j51]Chao Chen, Qiusha Zhu, Lin Lin, Mei-Ling Shyu:
Web media semantic concept retrieval via tag removal and model fusion. ACM Trans. Intell. Syst. Technol. 4(4): 61:1-61:22 (2013) - [c121]Chengde Zhang, Xiao Wu, Mei-Ling Shyu, Qiang Peng:
Adaptive association rule mining for web video event classification. IRI 2013: 618-625 - [c120]Dianting Liu, Mei-Ling Shyu, Guiru Zhao:
Spatial-temporal motion information integration for action detection and recognition in non-static background. IRI 2013: 626-633 - [c119]Tao Meng, Mei-Ling Shyu:
Biological Image Temporal Stage Classification via Multi-layer Model Collaboration. ISM 2013: 30-37 - [c118]Qiusha Zhu, Zhao Li, Haohong Wang, Yimin Yang, Mei-Ling Shyu:
Multimodal Sparse Linear Integration for Content-Based Item Recommendation. ISM 2013: 187-194 - [c117]Qiusha Zhu, Mei-Ling Shyu, Haohong Wang:
VideoTopic: Content-Based Video Recommendation Using a Topic Model. ISM 2013: 219-222 - [c116]Dianting Liu, Mei-Ling Shyu:
Semantic Retrieval for Videos in Non-static Background Using Motion Saliency and Global Features. ICSC 2013: 294-301 - [c115]Tao Meng, Mei-Ling Shyu, Hua Zhang:
Automatic Discovery of Bioluminescent Proteins from Large Protein Databases. ICSC 2013: 355-362 - [c114]Tao Meng, Guiru Zhao, Fausto C. Fleites, Miguel Gavidia, Tarek Sayed, Yang Liu, Mei-Ling Shyu, Hsin-Yu Ha, Shu-Ching Chen:
Florida International University - University of Miami TRECVID 2013. TRECVID 2013 - 2012
- [j50]Qiusha Zhu, Lin Lin, Mei-Ling Shyu:
Correlation maximisation-based discretisation for supervised classification. Int. J. Bus. Intell. Data Min. 7(1/2): 40-59 (2012) - [j49]Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Association rule mining with a correlation-based interestingness measure for video semantic concept detection. Int. J. Inf. Decis. Sci. 4(2/3): 199-216 (2012) - [j48]Chao Chen, Lin Lin, Mei-Ling Shyu:
Re-Ranking Algorithm for Multimedia Retrieval via Utilization of Inclusive and Exclusive Relationships between Semantic Concepts. Int. J. Semantic Comput. 6(2): 135-154 (2012) - [c113]Zifang Huang, Mei-Ling Shyu, James M. Tien, David J. Birnbach, Michael M. Vigoda:
Labor contraction prediction via demographic and obstetrical information analysis. BIBM 2012: 1-6 - [c112]Tao Meng, Mei-Ling Shyu:
Leveraging Concept Association Network for Multimedia Rare Concept Mining and Retrieval. ICME 2012: 860-865 - [c111]Zifang Huang, Mei-Ling Shyu, James M. Tien:
Multi-model integration for long-term time series prediction. IRI 2012: 116-123 - [c110]Tao Meng, Mei-Ling Shyu:
Model-driven collaboration and information integration for enhancing video semantic concept detection. IRI 2012: 144-151 - [c109]Dianting Liu, Mei-Ling Shyu:
Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information. ISM 2012: 364-371 - [c108]Qiusha Zhu, Dianting Liu, Tao Meng, Chao Chen, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen:
Florida International University and University of Miami TRECVID 2012. TRECVID 2012 - 2011
- [j47]Hongli Luo, Mei-Ling Shyu:
Quality of service provision in mobile multimedia - a survey. Hum. centric Comput. Inf. Sci. 1: 5 (2011) - [j46]Lin Lin, Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Weighted Subspace Filtering and Ranking Algorithms for Video Concept Retrieval. IEEE Multim. 18(3): 32-43 (2011) - [j45]Tao Meng, Mei-Ling Shyu, Lin Lin:
Multimodal Information Integration and Fusion for Histology Image Classification. Int. J. Multim. Data Eng. Manag. 2(2): 54-70 (2011) - [j44]Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Dianting Liu:
Utilizing Context Information to Enhance Content-Based Image Classification. Int. J. Multim. Data Eng. Manag. 2(3): 34-51 (2011) - [j43]Mei-Ling Shyu, Chao Chen, Shu-Ching Chen:
Multi-Class Classification via Subspace Modeling. Int. J. Semantic Comput. 5(1): 55-78 (2011) - [j42]Mehmet Kaya, James B. D. Joshi, Mei-Ling Shyu:
Guest Editorial - Introduction to the Special Issue on Information Reuse and Integration. J. Inf. Knowl. Manag. 10(3) (2011) - [j41]Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen:
Within and Between Shot Information Utilisation in Video Key Frame Extraction. J. Inf. Knowl. Manag. 10(3): 247-259 (2011) - [c107]Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Data management support via spectrum perturbation-based subspace classification in collaborative environments. CollaborateCom 2011: 67-76 - [c106]Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu:
Message from program co-chairs. IRI 2011 - [c105]Tao Meng, Mei-Ling Shyu:
Automatic annotation of drosophila developmental stages using association classification and information integration. IRI 2011: 142-147 - [c104]Chao Chen, Mei-Ling Shyu:
Clustering-based binary-class classification for imbalanced data sets. IRI 2011: 384-389 - [c103]Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Effective supervised discretization for classification based on correlation maximization. IRI 2011: 390-395 - [c102]Chao Chen, Lin Lin, Mei-Ling Shyu:
Utilization of Co-occurrence Relationships between Semantic Concepts in Re-ranking for Information Retrieval. ISM 2011: 53-60 - [c101]Dianting Liu, Mei-Ling Shyu, Qiusha Zhu, Shu-Ching Chen:
Moving Object Detection under Object Occlusion Situations in Video Sequences. ISM 2011: 271-278 - [c100]Chao Chen, Dianting Liu, Qiusha Zhu, Tao Meng, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen, Winnie Chen, Tiffany Chen:
Florida International University and University of Miami TRECVID 2011. TRECVID 2011 - 2010
- [j40]Lin Lin, Mei-Ling Shyu:
Weighted Association Rule Mining for Video Semantic Detection. Int. J. Multim. Data Eng. Manag. 1(1): 37-54 (2010) - [j39]Lin Lin, Mei-Ling Shyu:
Correlation-Based Ranking for Large-Scale Video Concept Retrieval. Int. J. Multim. Data Eng. Manag. 1(4): 60-74 (2010) - [j38]Gerald Friedland, Mei-Ling Shyu:
Guest Editors' Introduction. Int. J. Semantic Comput. 4(2): 153-154 (2010) - [j37]Mei-Ling Shyu:
Guest Editor's Introduction. Int. J. Semantic Comput. 4(4): 419-421 (2010) - [j36]Guy Ravitz, Mei-Ling Shyu, Mark D. Powell:
Integrating Multimedia Semantic Content Analysis of YouTube Videos with Hurricane Wind Analysis for Public Situation Awareness and outreach. Int. J. Softw. Eng. Knowl. Eng. 20(2): 155-172 (2010) - [j35]Mei-Ling Shyu, Yu Cao, Ming Li, Jun Kong, Jie Bao:
Guest Editorial. J. Multim. 5(4): 299-301 (2010) - [j34]Mei-Ling Shyu, Yu Cao, Jun Kong, Ming Li, Mathias Lux, Jie Bao:
Introduction to the special issue on "data semantics for multimedia systems". Multim. Tools Appl. 46(2-3): 147-154 (2010) - [c99]Reda Alhajj, Shu-Ching Chen, Gongzhu Hu, James B. D. Joshi, Gordon K. Lee, Stuart Harvey Rubin, Mei-Ling Shyu, Lotfi A. Zadeh:
Panel title: Critical need for funding of basic and applied research in large-scale computing. IRI 2010: 1 - [c98]Reda Alhajj, James B. D. Joshi, Mei-Ling Shyu:
Message from Program Co-Chairs. IRI 2010: 1 - [c97]Zifang Huang, Mei-Ling Shyu:
k-NN based LS-SVM framework for long-term time series prediction. IRI 2010: 69-74 - [c96]Dianting Liu, Mei-Ling Shyu, Chao Chen, Shu-Ching Chen:
Integration of global and local information in videos for key frame extraction. IRI 2010: 171-176 - [c95]Tao Meng, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Histology Image Classification Using Supervised Classification and Multimodal Fusion. ISM 2010: 145-152 - [c94]Qiusha Zhu, Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection. ICSC 2010: 462-469 - [c93]Chao Chen, Qiusha Zhu, Dianting Liu, Tao Meng, Lin Lin, Mei-Ling Shyu, Yimin Yang, Hsin-Yu Ha, Fausto C. Fleites, Shu-Ching Chen:
Florida International University and University of Miami TRECVID 2010 - Semantic Indexing. TRECVID 2010
2000 – 2009
- 2009
- [j33]Lin Lin, Mei-Ling Shyu:
Effective and Efficient Video High-Level Semantic Retrieval Using Associations and Correlations. Int. J. Semantic Comput. 3(4): 421-444 (2009) - [j32]Alan Hanjalic, Ying Li, Mei-Ling Shyu, Lei Zhang:
On emerging techniques for multimedia content sharing, search and understanding. J. Vis. Commun. Image Represent. 20(2): 69-70 (2009) - [c92]Varsha Sainani, Mei-Ling Shyu:
A Hybrid Layered Multiagent Architecture with Low Cost and Low Response Time Communication Protocol for Network Intrusion Detection Systems. AINA 2009: 154-161 - [c91]Lin Lin, Mei-Ling Shyu, Guy Ravitz, Shu-Ching Chen:
Video semantic concept detection via associative classification. ICME 2009: 418-421 - [c90]Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Correlation-based Interestingness Measure for Video Semantic Concept Detection. IRI 2009: 120-125 - [c89]Guy Ravitz, Mei-Ling Shyu, Mark D. Powell:
Integration of Hurricane Wind Analysis and Multimedia Semantic Content Analysis for Public Outreach. IRI 2009: 342-347 - [c88]Chao Chen, Mei-Ling Shyu, Shu-Ching Chen:
Supervised Multi-class Classification with Adaptive and Automatic Parameter Tuning. IRI 2009: 433-434 - [c87]Lin Lin, Mei-Ling Shyu, Shu-Ching Chen:
Enhancing Concept Detection by Pruning Data with MCA-Based Transaction Weights. ISM 2009: 304-311 - [c86]Hongli Luo, Mei-Ling Shyu:
An Optimized Scheduling Scheme to Provide Quality of Service in 802.11e Wireless LAN. ISM 2009: 651-656 - [c85]Lin Lin, Mei-Ling Shyu:
Mining High-Level Features from Video Using Associations and Correlations. ICSC 2009: 137-144 - [c84]Lin Lin, Chao Chen, Mei-Ling Shyu, Fausto C. Fleites, Yudan Li, Shu-Ching Chen:
Florida International University and University of Miami TRECVID 2009 - High Level Feature Extraction. TRECVID 2009 - [p3]Mei-Ling Shyu, Varsha Sainani:
A Multiagent-based Intrusion Detection System with the Support of Multi-Class Supervised Classification. Data Mining and Multi-agent Integration 2009: 127-142 - 2008
- [j31]Mei-Ling Shyu, Shu-Ching Chen:
Guest Editors' Introduction. Int. J. Semantic Comput. 2(2): 161-163 (2008) - [j30]Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen:
Video streaming over the internet with optimal bandwidth resource allocation. Multim. Tools Appl. 40(1): 111-134 (2008) - [j29]Mei-Ling Shyu, Zongxing Xie, Min Chen, Shu-Ching Chen:
Video Semantic Event/Concept Detection Using a Subspace-Based Multimedia Data Mining Framework. IEEE Trans. Multim. 10(2): 252-259 (2008) - [c83]Peerapon Vateekul, Mei-Ling Shyu:
A conflict-based confidence measure for associative classification. IRI 2008: 256-261 - [c82]Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen:
Correlation-Based Video Semantic Concept Detection Using Multiple Correspondence Analysis. ISM 2008: 316-321 - [c81]Hongli Luo, Mei-Ling Shyu:
Provision of Quality of Service with Router Support. ISM 2008: 654-659 - [c80]Na Zhao, Min Chen, Shu-Ching Chen, Mei-Ling Shyu:
MRBAC: Hierarchical Role Management and Security Access Control for Distributed Multimedia Systems. ISORC 2008: 76-82 - [c79]Shu-Ching Chen, Mei-Ling Shyu, Min Chen:
An Effective Multi-concept Classifier for Video Streams. ICSC 2008: 80-87 - [c78]Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen:
Effective Feature Space Reduction with Imbalanced Data for Semantic Concept Detection. SUTC 2008: 262-269 - [c77]Guy Ravitz, Lin Lin, Mei-Ling Shyu, Michael Armella, Shu-Ching Chen:
Florida International University and University of Miami TRECVID 2008 - High Level Feature Extraction. TRECVID 2008 - [p2]S. P. Subasingha, J. Zhang, Kamal Premaratne, Mei-Ling Shyu, Miroslav Kubat, K. K. Rohitha Hewawasam:
Using Association Rules for Classification from Databases Having Class Label Ambiguities: A Belief Theoretic Method. Data Mining: Foundations and Practice 2008: 539-562 - 2007
- [j28]Mei-Ling Shyu, Shu-Ching Chen, Qibin Sun, Heather Yu:
Overview and Future Trends of Multimedia Research for Content Access and Distribution. Int. J. Semantic Comput. 1(1): 29-66 (2007) - [j27]Shu-Ching Chen, Na Zhao, Mei-Ling Shyu:
Modeling Semantic Concepts and User Preferences in Content-Based Video Retrieval. Int. J. Semantic Comput. 1(3): 377-402 (2007) - [j26]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Kanoksri Sarinnapakorn:
Capturing high-level image concepts via affinity relationships in image database retrieval. Multim. Tools Appl. 32(1): 73-92 (2007) - [j25]Mei-Ling Shyu, Thiago Quirino, Zongxing Xie, Shu-Ching Chen, LiWu Chang:
Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems. ACM Trans. Auton. Adapt. Syst. 2(3): 9 (2007) - [j24]K. K. Rohitha Hewawasam, Kamal Premaratne, Mei-Ling Shyu:
Rule Mining and Classification in a Situation Assessment Application: A Belief-Theoretic Approach for Handling Data Imperfections. IEEE Trans. Syst. Man Cybern. Part B 37(6): 1446-1459 (2007) - [c76]Min Chen, Shu-Ching Chen, Mei-Ling Shyu:
Hierarchical Temporal Association Mining for Video Event Detection in Video Databases. ICDE Workshops 2007: 137-145 - [c75]Lin Lin, Guy Ravitz, Mei-Ling Shyu, Shu-Ching Chen:
Video Semantic Concept Discovery using Multimodal-Based Association Classification. ICME 2007: 859-862 - [c74]Hongli Luo, Mei-Ling Shyu:
Differentiated Service Protection of Multimedia Transmission via Detection of Traffic Anomalies. ICME 2007: 1539-1542 - [c73]Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen:
Video Event Detection with Combined Distance-Based and Rule-Based Data Mining Techniques. ICME 2007: 2026-2029 - [c72]Hongli Luo, Mei-Ling Shyu:
Defense against Bandwidth Attacks with Traffic Resource Management. IRI 2007: 190-195 - [c71]Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen:
ASIC: Supervised Multi-class Classification using Adaptive Selection of Information Components. ICSC 2007: 527-534 - 2006
- [j23]Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen:
An optimal resource utilization scheme with end-to-end congestion control for continuous media stream transmission. Comput. Networks 50(7): 921-937 (2006) - [j22]Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen:
A web-page recommender system via a data mining framework and the Semantic Web concept. Int. J. Comput. Appl. Technol. 27(4): 298-311 (2006) - [j21]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Min Chen:
A multimodal data mining framework for soccer goal detection based on decision tree logic. Int. J. Comput. Appl. Technol. 27(4): 312-323 (2006) - [j20]Mei-Ling Shyu, Shu-Ching Chen:
Introduction to the special issue on multimedia databases. Inf. Syst. 31(7): 636-637 (2006) - [j19]Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen:
Mining user access patterns with traversal constraint for predicting web page requests. Knowl. Inf. Syst. 10(4): 515-528 (2006) - [j18]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Chi-Min Shu:
Probabilistic semantic network-based image retrieval using MMM and relevance feedback. Multim. Tools Appl. 30(2): 131-147 (2006) - [j17]Min Chen, Shu-Ching Chen, Mei-Ling Shyu, Kasun Wickramaratna:
Semantic event detection via multimodal data mining. IEEE Signal Process. Mag. 23(2): 38-46 (2006) - [j16]Shu-Ching Chen, Stuart H. Rubin, Mei-Ling Shyu, Chengcui Zhang:
A Dynamic User Concept Pattern Learning Framework for Content-Based Image Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 36(6): 772-783 (2006) - [c70]Na Zhao, Shu-Ching Chen, Mei-Ling Shyu:
Video Database Modeling and Temporal Pattern Retrieval using Hierarchical Markov Model Mediator. ICDE Workshops 2006: 10 - [c69]Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang:
Collateral Representative Subspace Projection Modeling for Supervised Classification. ICTAI 2006: 98-105 - [c68]Zongxing Xie, Thiago Quirino, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang:
UNPCC: A Novel Unsupervised Classification Scheme for Network Intrusion Detection. ICTAI 2006: 743-750 - [c67]Na Zhao, Shu-Ching Chen, Mei-Ling Shyu, Stuart Harvey Rubin:
An integrated and interactive video retrieval framework with hierarchical learning models and semantic clustering strategy. IRI 2006: 438-443 - [c66]Shu-Ching Chen, Min Chen, Chengcui Zhang, Mei-Ling Shyu:
Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification. ISM 2006: 193-200 - [c65]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. SUTC (1) 2006: 446-453 - [p1]Mei-Ling Shyu, Shu-Ching Chen, Kanoksri Sarinnapakorn, LiWu Chang:
Principal Component-based Anomaly Detection Scheme. Foundations and Novel Approaches in Data Mining 2006: 311-329 - 2005
- [j15]Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, Hongli Luo:
An adaptive rate-control streaming mechanism with optimal buffer utilization. J. Syst. Softw. 75(3): 271-282 (2005) - [j14]Mei-Ling Shyu, Shu-Ching Chen:
Guest Editorial: Introduction to the Special Issue. Multim. Tools Appl. 26(2): 151-152 (2005) - [j13]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 Autom. Mag. 12(1): 50-58 (2005) - [j12]Shu-Ching Chen, Mei-Ling Shyu:
The second ACM international workshop on multimedia databases (MMDB 2004) held at ACM CIKM 2004. SIGIR Forum 39(1): 26-30 (2005) - [c64]Shu-Ching Chen, Mei-Ling Shyu, Na Zhao:
An Enhanced Query Model for Soccer Video Retrieval Using Temporal Relationships. ICDE 2005: 1133-1134 - [c63]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. ICME 2005: 1142-1145 - [c62]Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen:
A Multi-Buffer Scheduling Scheme for Video Streaming. ICME 2005: 1218-1221 - [c61]Yimin Zhu, Mei-Ling Shyu, Shu-Ching Chen:
Data integration for capital projects via community-specific conceptual representations. IRI 2005: 144-148 - [c60]Mei-Ling Shyu, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang:
Handling missing values via decomposition of the conditioned set. IRI 2005: 199-204 - [c59]H. Nicholas Carrasco, Mei-Ling Shyu:
Automated quality control of tropical cyclone winds through data mining. IRI 2005: 229-234 - [c58]Kasun Wickramaratna, Min Chen, Shu-Ching Chen, Mei-Ling Shyu:
Neural Network Based Framework For Goal Event Detection In Soccer Videos. ISM 2005: 21-28 - [c57]Guy Ravitz, Mei-Ling Shyu:
Unit Detection from American Football TV Broadcast using Multimodal Content Analysis. ISM 2005: 320-327 - [c56]Hongli Luo, Mei-Ling Shyu:
The Protection of QoS for Multimedia Transmission against Denial of Service Attacks. ISM 2005: 695-700 - [c55]Mei-Ling Shyu, Kanoksri Sarinnapakorn, Indika Kuruppu-Appuhamilage, Shu-Ching Chen, LiWu Chang, Thomas Goldring:
Handling Nominal Features in Anomaly Intrusion Detection Problems. RIDE 2005: 55-62 - [c54]Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen, Na Zhao:
Collaborative Filtering by Mining Association Rules from User Access Sequences. WIRI 2005: 128-135 - [e2]Du Zhang, Taghi M. Khoshgoftaar, Mei-Ling Shyu:
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, IRI - 2005, August 15-17, 2005, Las Vegas Hilton, Las Vegas, NV, USA. IEEE Systems, Man, and Cybernetics Society 2005, ISBN 0-7803-9093-8 [contents] - 2004
- [j11]Ernest C. Kulasekere, Kamal Premaratne, Duminda A. Dewasurendra, Mei-Ling Shyu, Peter H. Bauer:
Conditioning and updating evidence. Int. J. Approx. Reason. 36(1): 75-108 (2004) - [j10]Shu-Ching Chen, Mei-Ling Shyu:
Workshop report: the first ACM international workshop on multimedia databases (MMDB 2003) at ACM CIKM 2003. SIGIR Forum 38(1): 55-60 (2004) - [j9]Mei-Ling Shyu, Shu-Ching Chen, Stuart Harvey Rubin:
Stochastic clustering for organizing distributed information sources. IEEE Trans. Syst. Man Cybern. Part B 34(5): 2035-2047 (2004) - [c53]Shu-Ching Chen, Mei-Ling Shyu, Chengjun Zhan, Srinivas Peeta:
A novel rate-based hop by hop congestion control algorithm. ICME 2004: 245-248 - [c52]Shu-Ching Chen, Mei-Ling Shyu, Min Chen, Chengcui Zhang:
A decision tree-based multimodal data mining framework for soccer goal detection. ICME 2004: 265-268 - [c51]Mei-Ling Shyu, Shu-Ching Chen, C. Ranasingha:
Router active queue management for both multimedia and best-effort traffic flows. ICME 2004: 451-454 - [c50]Hongli Luo, Mei-Ling Shyu, Shu-Ching Chen:
An end-to-end video transmission framework with efficient bandwidth utilization. ICME 2004: 623-626 - [c49]Chengcui Zhang, Shu-Ching Chen, Mei-Ling Shyu:
Multiple object retrieval for image databases using multiple instance learning and relevance feedback. ICME 2004: 775-778 - [c48]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Stuart Harvey Rubin:
Affinity-Based Similarity Measure for Web Document Clustering. IRI 2004: 247-252 - [c47]Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen:
A Data Mining Framework for Building A Web-Page Recommender System. IRI 2004: 357-362 - [c46]Mei-Ling Shyu, Guy Ravitz, Shu-Ching Chen:
Unit detection in American football TV broadcasts using average energy of audio track. ISMSE 2004: 193-200 - [c45]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang:
Affinity relation discovery in image database clustering and content-based retrieval. ACM Multimedia 2004: 372-375 - [c44]Shu-Ching Chen, Mei-Ling Shyu, Na Zhao:
SMARXO: towards secured multimedia applications by adopting RBAC, XML and object-relational database. ACM Multimedia 2004: 432-435 - [c43]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang:
A unified framework for image database clustering and content-based retrieval. MMDB 2004: 19-27 - [e1]Shu-Ching Chen, Mei-Ling Shyu:
Proceedings of the Second ACM International Workshop on Multimedia Databases, ACM-MMDB 2004, Washington, DC, USA, November 13, 2004. ACM 2004, ISBN 1-58113-975-6 [contents] - 2003
- [j8]Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu:
Model-Based System Development for Asynchronous Distance Learning. Int. J. Distance Educ. Technol. 1(4): 39-54 (2003) - [j7]Mei-Ling Shyu, Choochart Haruechaiyasak, Shu-Ching Chen:
Category cluster discovery from distributed WWW directories. Inf. Sci. 155(3-4): 181-197 (2003) - [j6]Keqi Zhang, Shu-Ching Chen, D. Whitman, Mei-Ling Shyu, Jianhua Yan, Chengcui Zhang:
A progressive morphological filter for removing nonground measurements from airborne LIDAR data. IEEE Trans. Geosci. Remote. Sens. 41(4): 872-882 (2003) - [j5]Shu-Ching Chen, Mei-Ling Shyu, Srinivas Peeta, Chengcui Zhang:
Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems. IEEE Trans. Intell. Transp. Syst. 4(3): 154-167 (2003) - [c42]Xin Huang, Shu-Ching Chen, Mei-Ling Shyu:
An Open Multiple Instance Learning Framework and Its Application in Drug Activity Prediction Problems. BIBE 2003: 53-59 - [c41]Shu-Ching Chen, Mei-Ling Shyu, Irina Gray, Hongli Luo:
An Adaptive Multimedia Transmission Protocol for Distributed Multimedia Applications. ICDCS Workshops 2003: 537-542 - [c40]Xin Huang, Shu-Ching Chen, Mei-Ling Shyu:
Incorporating real-valued multiple instance learning into relevance feedback for image retrieval. ICME 2003: 321-324 - [c39]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
Ensuring fairness in multimedia multicast streaming with optimal rate allocation and client buffer utilization. ICME 2003: 353-356 - [c38]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
Per-class queue management and adaptive packet drop mechanism for multimedia networking. ICME 2003: 365-368 - [c37]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Walter Z. Tang, Keqi Zhang:
Damage Pattern Mining in Hurricane Image Databases. IRI 2003: 227-234 - [c36]Sheng-Tun Li, Huang-Chih Hsieh, Shu-Ching Chen, Mei-Ling Shyu:
Facilitating KMS Reusability by XML Binding Model. IRI 2003: 478-484 - [c35]Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui Zhang:
Component-Based Design and Integration of a Distributed Multimedia Management System. IRI 2003: 485-492 - [c34]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Chi-Min Shu:
MMM: a stochastic mechanism for image database queries. ISMSE 2003: 188-195 - [c33]Shu-Ching Chen, Mei-Ling Shyu, Na Zhao, Chengcui Zhang:
An affinity-based image retrieval system for multimedia authoring and presentation. ACM Multimedia 2003: 446-447 - [c32]Mei-Ling Shyu, Shu-Ching Chen, Min Chen, Chengcui Zhang, Kanoksri Sarinnapakorn:
Image database retrieval utilizing affinity relationships. MMDB 2003: 78-85 - [c31]Stuart Harvey Rubin, Shu-Ching Chen, Mei-Ling Shyu:
Field-effect natural language semantic mapping. SMC 2003: 2483-2487 - 2002
- [j4]Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen:
Identifying Topics for Web Documents through Fuzzy Association Learning. Int. J. Comput. Intell. Appl. 2(3): 277-285 (2002) - [j3]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott:
A Multimedia Data Mining Framework: Mining Information from Traffic Video Sequences. J. Intell. Inf. Syst. 19(1): 61-77 (2002) - [c30]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
End-to-End Congestion Control via Optimal Bandwidth Allocation for Multimedia Streams. CAINE 2002: 57-60 - [c29]Choochart Haruechaiyasak, Mei-Ling Shyu, Shu-Ching Chen, Xiuqi Li:
Web Document Classification Based on Fuzzy Association. COMPSAC 2002: 487-492 - [c28]Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Borko Furht:
An Effective Content-Based Visual Image Retrieval System. COMPSAC 2002: 914-919 - [c27]Shu-Ching Chen, Mei-Ling Shyu, Wenhui Liao, Chengcui Zhang:
Scene change detection by audio and video clues. ICME (2) 2002: 365-368 - [c26]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
Optimal bandwidth allocation scheme with delay awareness in multimedia transmission. ICME (1) 2002: 537-540 - [c25]Mei-Ling Shyu, Hongli Luo, Shu-Ching Chen:
Self-Adjusted Network Transmission for Multimedia Data. ITCC 2002: 128-133 - [c24]Shu-Ching Chen, Chengcui Zhang, Sheng-Tun Li, Hung-Chi Chen, Mei-Ling Shyu:
Streaming SMIL Presentations via a Multimedia Semantic Model. JCIS 2002: 919-922 - [c23]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. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002: 50-67 - [c22]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. MDM/KDD 2002: 100-108 - [c21]Shu-Ching Chen, Sheng-Tun Li, Mei-Ling Shyu, Chengjun Zhan, Chengcui Zhang:
A Multimedia Semantic Model for RTSP-Based Multimedia Presentation Systems. ISMSE 2002: 124-131 - [c20]Xiuqi Li, Shu-Ching Chen, Mei-Ling Shyu, Sheng-Tun Li, Borko Furht:
A Novel Hierarchical Approach to Image Retrieval Using Color and Spatial Information. IEEE Pacific Rim Conference on Multimedia 2002: 175-182 - [c19]Mei-Ling Shyu, Shu-Ching Chen, Lin Luo, Chi-Min Shu:
A Stochastic Model for Content-Based Image Retrieval. IEEE Pacific Rim Conference on Multimedia 2002: 229-236 - 2001
- [j2]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Rangasami L. Kashyap:
Identifying Overlapped Objects for Video Indexing and Modeling in Multimedia Database Systems. Int. J. Artif. Intell. Tools 10(4): 715-734 (2001) - [j1]Mei-Ling Shyu, Shu-Ching Chen, Rangasami L. Kashyap:
Generalized Affinity-Based Association Rule Mining for Multimedia Database Queries. Knowl. Inf. Syst. 3(3): 319-337 (2001) - [c18]Shu-Ching Chen, Chengcui Zhang, Mei-Ling Shyu:
An Unsupervised Segmentation Framework For Texture Image Queries. COMPSAC 2001: 569-573 - [c17]Sheng-Tun Li, Shu-Ching Chen, Mei-Ling Shyu:
A Live TV-Quality Distant Learning Multimedia Presentation System for Education. HICSS 2001 - [c16]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Rangasami L. Kashyap:
Video Scene Change Detection Method Using Unsupervised Segmentation And Object Tracking. ICME 2001 - [c15]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
Optimal Resource Utilization In Multimedia Transmission. ICME 2001 - [c14]Chengcui Zhang, Lin Luo, Shu-Ching Chen, Mei-Ling Shyu:
Supporting Information Reuse for Video Data Indexing by Using Color Information. IRI 2001: 92-96 - [c13]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott:
Multimedia Data Mining for Traffic Video Sequences. MDM/KDD 2001: 78-86 - [c12]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. ACM Multimedia 2001: 601-602 - [c11]Mei-Ling Shyu, Shu-Ching Chen, Hongli Luo:
An Adaptive Optimal Multimedia Network Transmission Control Scheme. IEEE Pacific Rim Conference on Multimedia 2001: 1042-1047 - [c10]Mei-Ling Shyu, Shu-Ching Chen, Choochart Haruechaiyasak:
Mining user access behavior on the WWW. SMC 2001: 1717-1722 - 2000
- [c9]Mei-Ling Shyu, Shu-Ching Chen, Chi-Min Shu:
Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW. COMPSAC 2000: 149-154 - [c8]Mei-Ling Shyu, Shu-Ching Chen, Rangasami L. Kashyap:
A Probabilistic-Based Mechanism for Video Database Management Systems. IEEE International Conference on Multimedia and Expo (I) 2000: 467-470 - [c7]Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Rangasami L. Kashyap:
Object tracking and multimedia augmented transition network for video indexing and modeling. ICTAI 2000: 250-257 - [c6]Sheng-Tun Li, Shu-Ching Chen, Mei-Ling Shyu:
A presentation semantic model for asynchronous distance learning paradigm (poster session). ACM Multimedia 2000: 404-406 - [c5]Mei-Ling Shyu, Shu-Ching Chen, R. L. Kashayp:
Organizing a network of databases using probabilistic reasoning. SMC 2000: 1990-1995 - [c4]Mei-Ling Shyu, Shu-Ching Chen:
A Bayesian network-based expert query system for a distributed database system. SMC 2000: 2074-2079 - [c3]Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, Rangasami L. Kashyap:
Indexing and searching structure for multimedia database systems. Storage and Retrieval for Media Databases 2000: 262-270
1990 – 1999
- 1999
- [b1]Mei-Ling Shyu:
A probabilistic network-based mechanism for multimedia database searching and data warehousing. Purdue University, USA, 1999 - [c2]Mei-Ling Shyu, Shu-Ching Chen, Rangasami L. Kashyap:
Discovering Quasi-Equivalence Relationships from Database Systems. CIKM 1999: 102-108 - [c1]Shu-Ching Chen, Srinivas Sista, Mei-Ling Shyu, Rangasami L. Kashyap:
Augmented Transition Networks as Video Browsing Models for Multimedia Databases and Multimedia Information Systems. ICTAI 1999: 175-182
Coauthor Index
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