54 Publications (Page 1 of 3)
2019
Why the ‘selfish’ optimizing agents could solve the decentralized reinforcement learning problems
Nguyen, Thanh⋅Mukhopadhyay, Snehasis and Babbar-Sebens, Meghna
AI Communications, vol. 32, (no. 2), pp. 159, 2019-05-16. | Journal Article
2018
Interactive Machine Learning by Visualization: A Small Data SolutionLi, Huang⋅Li, Huang⋅Fang, Shiaofen⋅Fang, Shiaofen⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Saykin, Andrew J⋅Saykin, Andrew J⋅Shen, Li and Shen, Li2018 IEEE International Conference on Big Data (Big Data), vol. 2018, pp. 3521, 2018-Dec..
| Journal Article
Two-phase selective decentralization to improve reinforcement learning systems with MDP
Nguyen, Thanh and Mukhopadhyay, Snehasis
AI Communications, vol. 31, (no. 4), pp. 337, 2018-06-11. | Journal Article
2017
Interactive genetic algorithm for user‐centered design of distributed conservation practices in a watershed: An examination of user preferences in objective space and user behavior
Piemonti, Adriana Debora⋅Babbar‐Sebens, Meghna⋅Mukhopadhyay, Snehasis and Kleinberg, Austin
Water Resources Research, vol. 53, (no. 5), pp. 4326, May 2017. | Journal Article
2015
A web-based software tool for participatory optimization of conservation practices in watersheds
Babbar-Sebens, Meghna⋅Mukhopadhyay, Snehasis⋅Singh, Vidya Bhushan and Piemonti, Adriana Debora
Environmental Modelling and Software, vol. 69, pp. 127, July 2015. | Journal Article
2011
Multilevel text mining for bone biologyTilak, Omkar⋅Tilak, Omkar⋅Tilak, Omkar⋅Tilak, Omkar⋅Hoblitzell, Andrew⋅Hoblitzell, Andrew⋅Hoblitzell, Andrew⋅Hoblitzell, Andrew⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅You, Qian⋅You, Qian⋅You, Qian⋅You, Qian⋅Fang, Shiaofen⋅Fang, Shiaofen⋅Fang, Shiaofen⋅Fang, Shiaofen⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Bidwell, Joseph⋅Bidwell, Joseph⋅Bidwell, Joseph and Bidwell, JosephConcurrency and Computation: Practice and Experience, vol. 23, (no. 17), pp. 2364, 10 December 2011.
| Journal Article
Partially decentralized reinforcement learning in finite, multi-agent Markov decision processes
Tilak, Omkar and Mukhopadhyay, Snehasis
AI Communications, vol. 24, (no. 4), pp. 309, 2011-00-00. | Journal Article
2010
Multi-way association extraction and visualization from biological text documents using hyper-graphs: applications to genetic association studies for diseases.Mukhopadhyay, Snehasis⋅Palakal, Mathew J and Maddu, KalyanArtificial intelligence in medicine, vol. 49, (no. 3), pp. 145-54, 2010/Jul.
| Journal Article
2005
Distributed multi-agent information filtering--A comparative studyMukhopadhyay, Snehasis⋅Peng, S.⋅Raje, Rajeev R⋅Mostafa, Javed and Palakal, Mathew JJournal of the American Society for Information Science and Technology, vol. 56, (no. 8), pp. 834-842, Jun 2005.
| Journal Article
2004
A learning approach to the database selection problem in the presence of dynamic user interests and database contents
Bajracharya, Pooja and Mukhopadhyay, Snehasis
Proceedings of the American Society for Information Science and Technology, vol. 41, (no. 1), pp. 248, 2004. | Journal Article
BioMap:toward the development of a knowledge base of biomedical literatureKumar, Kamal⋅Palakal, Mathew J⋅Mukhopadhyay, Snehasis⋅Stephens, Mathew J and Li, HuianSymposium on Applied Computing: Proceedings of the 2004 ACM symposium on Applied computing; 14-17 Mar. 2004. 2004.
| Conference Proceeding
COBioSIFTER - A CORBA-Based Distributed Multi-Agent Biological Information Management SystemRaje, Rajeev⋅Raje, Rajeev R⋅Zhu, Daocheng⋅Zhu, Daocheng⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Tang, Liying⋅Tang, Liying⋅Palakal, Mathew⋅Palakal, Mathew⋅Mostafa, Javed and Mostafa, JavedCluster Computing, vol. 7, (no. 4), pp. 373-389, 2004.
| Journal Article
TransMiner: mining transitive associations among biological objects from text.Narayanasamy, Vijay⋅Narayanasamy, Vijay⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Palakal, Mathew⋅Palakal, Mathew⋅Potter, David A and Potter, David AJournal of biomedical science, vol. 11, (no. 6), pp. 864-73, 2004 Nov-Dec.
| Journal Article
2003
Genetic Sequence Classification and its Application to Cross-Species Homology Detection.Mukhopadhyay, Snehasis⋅Tang, C.⋅Huang, J. and Palakal, Mathew JJournal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 35, (no. 3), pp. 273-285, 2003.
| Journal Article
Identification of biological relationships from text documents using efficient computational methods.Palakal, Mathew J⋅Stephens, Matthew⋅Mukhopadhyay, Snehasis⋅Raje, Rajeev R and Rhodes, Simon JJournal of bioinformatics and computational biology. , vol. 1, (no. 2), pp. 307-42, 2003/Jul.
| Journal Article
Multi-agent information classification using dynamic acquaintance listsMostafa, Javed⋅Mukhopadhyay, Snehasis⋅Palakal, Mathew J⋅Peng, Shengquan and Raje, Rajeev RJournal of the American Society for Information Science and Technology, vol. 54, (no. 10), pp. 966-975, 2003.
| Journal Article
Neural and adaptive systems: fundamentals through simulations
Mukhopadhyay, Snehasis
Automatica, vol. 39, (no. 7), pp. 1315, 2003-07-00. | Journal Article
Simulation Studies of Different Dimensions of Users' Interests and their Impact on User Modeling and Information FilteringMostafa, Javed⋅Mostafa, Javed⋅Mukhopadhyay, Snehasis⋅Mukhopadhyay, Snehasis⋅Palakal, Mathew and Palakal, MathewInformation Retrieval, vol. 6, (no. 2), pp. 199-223, Apr 2003.
| Journal Article
Structural integrity redesign through neural-network inverse mapping.Pidaparti, Ramana M⋅Jayanti, S.⋅Palakal, Mathew J and Mukhopadhyay, SnehasisAIAA Journal, vol. 41, (no. 1), pp. 119-124, 2003.
| Journal Article
2002
A multi-level text mining method to extract biological relationships.Palakal, Mathew J⋅Stephens, Matthew⋅Mukhopadhyay, Snehasis⋅Raje, Rajeev R and Rhodes, Simon JProceedings / IEEE Computer Society Bioinformatics Conference. IEEE Computer Society Bioinformatics Conference. , vol. 1, pp. 97-108, 2002.
| Journal Article
An intelligent biological information management systemPalakal, Mathew J⋅Mukhopadhyay, Snehasis and Mostafa, JavedSymposium on Applied Computing: Proceedings of the 2002 ACM symposium on Applied computing; 11-14 Mar. 2002. 2002.
| Conference Proceeding
An intelligent biological information management systemPalakal, Mathew J⋅Mukhopadhyay, Snehasis and Mostafa, JavedProceedings of the ACM Symposium on Applied Computing, pp. 159-163, 2002.
| Journal Article
An intelligent biological information management system.Palakal, Mathew J⋅Mukhopadhyay, Snehasis⋅Mostafa, Javed⋅Raje, Rajeev R⋅N'Cho, Mathias and Mishra, SantoshBioinformatics (Oxford, England) , vol. 18, (no. 10), pp. 1283-8, 2002/Oct.
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Concept extraction and association from cancer literatureFu, Yueyu⋅Bauer, Travis⋅Mostafa, Javed⋅Palakal, Mathew and Mukhopadhyay, SnehasisWorkshop On Web Information And Data Management: Proceedings of the 4th international workshop on Web information and data management; 08-08 Nov. 2002. 2002.
| Conference Proceeding
Feature decomposition architectures for neural networks: algorithms, error bounds, and applications.Wang, Haiying⋅Mukhopadhyay, Snehasis and Fang, ShiaofenInternational journal of neural systems, vol. 12, (no. 1), pp. 69-81, 2002/Feb.
| Journal Article