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个人简介
Prof. Subrahmanian is one of the world leaders in artificial intelligence including logical reasoning with uncertainty, probabilistic logics, temporal probabilistic logics, and managing huge, heterogeneous databases with incomplete and inconsistent information, and multimedia databases. In recent years, he has developed scalable methods to apply probabilistic models to a wide variety of real-world scenarios. He created the field of computational cultural dynamics with a suite of novel methods to analyze the behaviors of terrorist groups and applied them to making forecasts and suggesting policies to shape behaviors of groups like Hezbollah, Lashkar-e-Taiba, Indian Mujahideen, and Boko Haram. These methods have since been applied to a variety of problems including predicting the stability of nations, predicting when protests will turn violent, predicting systemic banking crises in countries, predicting if a cyber-vulnerability will be exploited, how severe it will be, and when the exploit might happen, predicting spread of malware in countries, and more.
研究兴趣
论文共 561 篇作者统计合作学者相似作者
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CoRR (2024)
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IEEE Transactions on Dependable and Secure Computingno. 99 (2024): 1-12
Natalia Denisenko,Youzhi Zhang,Chiara Pulice,Shohini Bhattasali,Sushil Jajodia,Philip Resnik,V.S. Subrahmanian
ACM Transactions on Management Information Systems (2024)
IEEE Transactions on Dependable and Secure Computingno. 99 (2023): 1-12
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systemspp.2712-2714, (2023)
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ACM Trans. Multim. Comput. Commun. Appl.no. 1s (2023): 43:1-43:24
NeurIPS (2023)
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Tonmoay Deb,Jürgen Dix,Mingi Jeong,Cristian Molinaro,Andrea Pugliese,Alberto Quattrini Li, Eugene Santos Jr.,V. S. Subrahmanian,Shanchieh Yang,Youzhi Zhang
AAAIno. 13 (2023): 16425-16427
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IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMSno. 99 (2023): 1-13
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