Prasenjit Mitra

Professor of Data Sciences

Prasenjit Mitra

Research Summary

Artificial intelligence, applied machine learning, natural language processing, big data analytics, and visual analytics especially in application areas such as medical informatics, wildlife informatics, sports analytics, etc.

Huck Affiliations

Links

Most Recent Publications

Adapting Tools of Causality to Analyze the Obesity Paradox

Prasenjit Mitra, Xinyuan Zhang, Connor Heaton,

Parsimonious Citer-Based Measures: Artificial Intelligence Domain as a Case Study

Lior Rokach, Prasenjit Mitra,

Uncovering Human Traits in Determining Real and Spoofed Audio: Insights from Blind and Sighted Individuals

Chaeeun Han, Prasenjit Mitra, Syed Masum Billah, 2024,

ClassInSight: Designing Conversation Support Tools to Visualize Classroom Discussion for Personalized Teacher Professional Development

Tricia J. Ngoon, S. Sushil, Angela Stewart, Ung Sang Lee, Saranya Venkatraman, Neil Thawani, Prasenjit Mitra, Sherice Clarke, John Zimmerman, Amy Ogan, 2024,

Noninvasive Risk Prediction Models for Heart Failure Using Proportional Jaccard Indices and Comorbidity Patterns

Yueh Tang, Chao Hung Wang, Prasenjit Mitra, Tun Wen Pai, 2024, Reviews in Cardiovascular Medicine

Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets

Leonie von Wahl, Niklas Heidenreich, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier, 2024, Proceedings of the AAAI Conference on Artificial Intelligence on p. 15420-15428

Clock Against Chaos: Dynamic Assessment and Temporal Intervention in Reducing Misinformation Propagation

Shreya Ghosh, Prasenjit Mitra, 2024,

Mobilytics: Mobility Analytics Framework for Transferring Semantic Knowledge

Shreya Ghosh, Soumya K. Ghosh, Sajal K. Das, Prasenjit Mitra, 2024, IEEE Transactions on Mobile Computing on p. 11588-11603

PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents

Nan Zhang, Connor Heaton, Sean Timothy Okonsky, Prasenjit Mitra, Hilal Ezgi Toraman, 2024, on p. 12679-12689

Embedding and Clustering Multi-Entity Sequences

Connor Heaton, Prasenjit Mitra, 2024, IEEE Access on p. 57492-57503

Most-Cited Papers

Detecting rumors from microblogs with recurrent neural networks

Jing Ma, Wei Gao, Prasenjit Mitra, Sejeong Kwon, Bernard J. Jansen, Kam Fai Wong, Meeyoung Cha, 2016, IJCAI International Joint Conference on Artificial Intelligence on p. 3818-3824

Twitter as a lifeline: Human-annotated Twitter corpora for NLP of crisis-related messages

Muhammad Imran, Prasenjit Mitra, Carlos Castillo, 2016, on p. 1638-1643

Damage assessment from social media imagery data during disasters

Dat T. Nguyen, Ferda Ofli, Muhammad Imran, Prasenjit Mitra, 2017, on p. 569-576

Robust classification of crisis-related data on social networks using convolutional neural networks

Dat Tien Nguyen, Kamela Ali Al Mannai, Shafiq Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra, 2017, on p. 632-635

Transferring robustness for graph neural network against poisoning attacks

Xianfeng Tang, Yandong Li, Yiwei Sun, Huaxiu Yao, Prasenjit Mitra, Suhang Wang, 2020, on p. 600-608

A neural probabilistic model for context based citation recommendation

Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles, 2015, on p. 2404-2410

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks

Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Yiqi Wang, Jiliang Tang, Charu Aggarwal, Prasenjit Mitra, Suhang Wang, 2020, on p. 1435-1444

Joint modeling of local and global temporal dynamics for multivariate time series forecasting with missing values

Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu Aggarwal, Prasenjit Mitra, Suhang Wang, 2020, on p. 5956-5963

Multi-document abstractive summarization using ILP based multi-sentence compression

Siddhartha Banerjee, Prasenjit Mitra, Kazunari Sugiyama, 2015, on p. 1208-1214

Graph stream summarization: From big bang to big crunch

Nan Tang, Qing Chen, Prasenjit Mitra, 2016, on p. 1481-1496