349 Davis Hall
Buffalo, NY 14260-2500
Phone: (716) 645-4769
Computer vision, Machine Learning, Multimodal Data Analytics, Pattern Recognition, Large-scale Visual search and Mining, Big Data Analytics
Sreyasee D.B., William J. Tolone, Mohammed Elshambakey, Isaac Cho, Ashish Mahabal, George Djorgovski, `View-Adaptive Weighted Deep Transfer Learning for Distributed Time-Series Classification’, COMPSAC 2019: Data Driven Intelligence for a Smarter World, 2019.
Sreyasee D.B, William J. Tolone, ‘Identifying Malicious Social Media Contents using Multi-View Context-Aware Active Learning’, Accepted, Elsevier Future Generation of Computer Science (FGCS)-Special Issue on Cyber Threat Intelligence and Analytics.March, 2019
Sreyasee D.B., William J. Tolone, Mohammed Elshambakey, Isaac Cho, Ashish Mahabal, George Djorgovski, Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series Classification, IEEE Int. Conference in Big Data, Dec 2018
Sreyasee D.B, Junsong Yuan, Yicheng Huang, Jingjing Meng, Lingyu Duan, ‘Query Adaptive Multi-View Object Instance Search and Localization using Sketches’, IEEE Tran. MultiMedia, March 2018.
Sreyasee D.B, Bala Venkatram Balantrapu, William J. Tolone, Ashit Talukder, ‘Identifying Extremism in Social Media with Multi-view Context-Aware Subset Optimization’, (As a best paper, pre-selected for Elsevier FGCS-Special Issue on Cyber Threat Intelligence and Analytics) International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention, IEEE Int. Conference in Big Data 2017.
Sreyasee D.B, Ashit Talukder, Bala Venkatram Balantrapu ‘Active Learning Based News Veracity Detection with Feature Weighting and Deep-Shallow Fusion’, IEEE Int. Conference on Big Data 2017.
Sreyasee D.B, Ashit Talukder, Ehab-E-Alshaer, Pratik Doshi ‘Prioritized Active Learning for Malicious URL Detection using Weighted Feature Updates’, IEEE Int. Conference in Intelligence and Security Informatics (ISI), 2017.
Sreyasee D.B, Ashit Talukder, ‘Graph clustering for Weapon Discharge Event detection and Tracking in Infrared Imagery using Deep Features’, (Invited Paper) SPIE Conference in Pattern Recognition and Tracking, 2017.
Sreyasee D.B, Junsong Yuan, Zhang Jiaqi, Yap-Peng Tan, ‘ Context-Aware Graph-Based Analysis for Detecting Anomalous Activities’, IEEE Int. Conference on Multimedia and Expo (ICME), 2017.
Weixiang Hong, Junsong Yuan and Sreyasee D.B., ‘ Fried Binary Embedding for High-Dimensional Visual Features’, IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2017.
Tan Yu, Yuwei Wu, Sreyasee D.B. and Junsong Yuan, ‘Efﬁcient Object Instance Search Using Fuzzy Object Matching’, AAAI Conference in Artificial Intelligence, 2017.
Sreyasee D.B, Junsong Yuan, Weixiang Hong, Xiang Ruan, ‘Query adaptive instance search using sketches’, ACM Int. conference on MultiMedia, Oct, 2016
Sreyasee D.B., Junsong Yuan, Lingyu Duan, Yap-Peng Tan , ‘Query Adaptive Small Object Search using Shape aware descripotors’, IEEE Tran. MultiMedia, July 2016
Sreyasee D.B., Junsong Yuan, Lingyu Duan, Yap-Peng Tan, ‘Query Adaptive Logo Search using Shape aware descripotors’, ACM Int. conference on MultiMedia, Oct 2015
Sreyasee D.B., Anurag Mittal, ‘Part-based Deformable Object Detection with a Single Sketch’, Computer Vision and Image Understanding (CVIU), Elsevier, 2015.
Smit Marvania, Sreyasee D.B., Venkatesh M., Anurag Mittal ‘Drawing an Automatic Sketch of Deformable Objects using only a few images’, NORDIA , European Conference in Computer Vision, 2012.
Sreyasee D.B., Sukhendu Das, and Amitava Datta, ‘Occluded shape (2-D) Recognition using Edge based Features’, IEEE International Region 10 Conference, TENCON 2008.
PhD Computer Science, Indian Institute of Technology, Madras, India, 2013