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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 572 篇作者统计合作学者相似作者
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IEEE Transactions on Dependable and Secure Computingno. 99 (2024): 1-12
IEEE Trans. Dependable Secur. Comput.no. 4 (2024): 1967-1980
Natalia Denisenko,Youzhi Zhang ,Chiara Pulice,Shohini Bhattasali,Sushil Jajodia,Philip Resnik,V. S. Subrahmanian
ACM Trans. Manag. Inf. Syst.no. 2 (2024): 1-25
International Conference on Web and Social Media (2024): 1503-1516
IEEE TRANSACTIONS ON CYBERNETICSno. 99 (2024): 1-16
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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作者统计
#Papers: 572
#Citation: 23100
H-Index: 70
G-Index: 135
Sociability: 7
Diversity: 1
Activity: 3
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