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Ishanu Chattopadhyay - Publications

Affiliations: 
Genomics & Sytems Biology University of Chicago, Chicago, IL 
Area:
machine learning
Website:
http://home.uchicago.edu/~ishanu/index.html
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27 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2014 Chattopadhyay I, Lipson H. Data smashing: uncovering lurking order in data. Journal of the Royal Society, Interface / the Royal Society. 11: 20140826. PMID 25401180 DOI: 10.1098/Rsif.2014.0826  0.507
2014 Chattopadhyay I. Scalable ε-optimal decision-making and stochastic routing in large networks via distributed supervision of probabilistic automata Siam Journal On Control and Optimization. 52: 2512-2547. DOI: 10.1137/110857507  0.349
2014 Chattopadhyay I, Lipson H. Computing entropy rate of symbol sources & a distribution-free limit theorem 2014 48th Annual Conference On Information Sciences and Systems, Ciss 2014. DOI: 10.1109/CISS.2014.6814175  0.391
2013 Chattopadhyay I, Kuchina A, Süel GM, Lipson H. Inverse Gillespie for inferring stochastic reaction mechanisms from intermittent samples. Proceedings of the National Academy of Sciences of the United States of America. 110: 12990-5. PMID 23878234 DOI: 10.1073/Pnas.1214559110  0.474
2013 Chattopadhyay I, Lipson H. Abductive learning of quantized stochastic processes with probabilistic finite automata. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 371: 20110543. PMID 23277601 DOI: 10.1098/Rsta.2011.0543  0.543
2011 Srivastav A, Wen Y, Hendrick E, Chattopadhyay I, Ray A, Phoha S. Information fusion for object & situation assessment in sensor networks Proceedings of the American Control Conference. 1274-1279.  0.412
2010 Chattopadhyay I, Ray A. Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages International Journal of Control. 83: 457-483. DOI: 10.1080/00207170903193458  0.497
2009 Chattopadhyay I, Ray A. Supervised self-organization of homogeneous swarms using ergodic projections of Markov chains. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 39: 1505-15. PMID 19447731 DOI: 10.1109/TSMCB.2009.2020173  0.42
2009 Lu W, Chattopadhyay I, Mallapragada G, Ray A. A real time implementable all-pair dynamic planning algorithm for robot navigation based on the renormalized measure of probabilistic regular languages Proceedings of the American Control Conference. 5174-5179. DOI: 10.1109/ACC.2009.5160373  0.77
2009 Chattopadhyay I, Ray A. Supervised self-organization of large homogeneous swarms using ergodic projections of markov chains Proceedings of the American Control Conference. 2922-2927. DOI: 10.1109/ACC.2009.5160372  0.308
2009 Chattopadhyay I, Ray A. Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models Proceedings of the American Control Conference. 2403-2408. DOI: 10.1109/ACC.2009.5160369  0.438
2009 Chattopadhyay I, Ray A. Generalization of v* path planning for accommodation of amortized dynamic uncertainties in plan execution Proceedings of the American Control Conference. 2415-2420. DOI: 10.1109/ACC.2009.5160367  0.435
2009 Mukherjee K, Ray A, Wettergren T, Chattopadhyay I, Phoha S. Signal threshold estimation in a sensor field for undersea target tracking Proceedings of the American Control Conference. 3591-3596. DOI: 10.1109/ACC.2009.5159844  0.513
2009 Chattopadhyay I, Mallapragada G, Ray A. V*: A robot path planning algorithm based on renormalised measure of probabilistic regular languages International Journal of Control. 82: 849-867. DOI: 10.1080/00207170802343196  0.77
2009 Mallapragada G, Chattopadhyay I, Ray A. Autonomous robot navigation using optimal control of probabilistic regular languages International Journal of Control. 82: 13-26. DOI: 10.1080/00207170801947096  0.772
2008 Mallapragada G, Chattopadhyay I, Ray A. Automated behaviour recognition in mobile robots using symbolic dynamic filtering Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering. 222: 409-424. DOI: 10.1243/09596518JSCE583  0.729
2008 Chattopadhyay I, Mallapragada G, Ray A. L*: An intelligent path planning algorithm based on renormalized measure of probabilistic regular languages Proceedings of the American Control Conference. 1249-1254. DOI: 10.1109/ACC.2008.4586664  0.74
2008 Chattopadhyay I, Ray A. Generalised projections in finite state automata and decidability of state determinacy International Journal of Control. 81: 1626-1644. DOI: 10.1080/00207170801888837  0.442
2008 Chattopadhyay I, Ray A. Structural transformations of probabilistic finite state machines International Journal of Control. 81: 820-835. DOI: 10.1080/00207170701704746  0.474
2007 Chattopadhyay I, Ray A. Language-measure-theoretic optimal control of probabilistic finite-state systems Proceedings of the Ieee Conference On Decision and Control. 5930-5935. DOI: 10.1109/CDC.2007.4434495  0.464
2007 Chattopadhyay I, Ray A. Generalized projections in finite state automata & decidability of state determinacy Proceedings of the American Control Conference. 5664-5669. DOI: 10.1109/ACC.2007.4282235  0.361
2007 Chattopadhyay I, Ray A. Generalized language measure families of probabilistic finite state systems International Journal of Control. 80: 789-799. DOI: 10.1080/00207170601188784  0.523
2006 Chattopadhyay I, Ray A. Renormalized measure of regular languages Proceedings - Eighth International Workshop On Discrete Event Systems, Wodes 2006. 45-50. DOI: 10.1080/00207170600801429  0.504
2006 Chattopadhyay I, Ray A. A language measure for partially observed discrete event systems International Journal of Control. 79: 1074-1086. DOI: 10.1080/00207170600752473  0.498
2006 Mallapragada G, Chattopadhyay I, Ray A. Autonomous navigation of mobile robots using optimal control of finite state automata Proceedings of the Ieee Conference On Decision and Control. 2400-2405.  0.738
2005 Chattopadhyay I, Ray A. A COMPLEX MEASURE FOR LINEAR GRAMMARS Demonstratio Mathematica. 38. DOI: 10.1515/Dema-2005-0323  0.528
2005 Chattopadhyay I, Ray A. Advanced topics in supervisory control Quantitative Measure For Discrete Event Supervisory Control. 95-130. DOI: 10.1007/0-387-23903-0_4  0.325
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