Arxiv Postings:
- I. Chattopadhyay , "Causality Networks", http://arxiv.org/abs/1406.6651
- I. Chattopadhyay and H. Lipson , "Data Smashing", http://arxiv.org/abs/1401.0742
- I. Chattopadhyay and H. Lipson , "Computing Entropy Rate Of Symbol Sources & A Distribution-free Limit Theorem", http://arxiv.org/abs/1401.0711
- I. Chattopadhyay and H. Lipson , "Data Samshing: Uncovering Lurking Order In Data", Royal Society Interface, 11: 20140826
- I. Chattopadhyay , "Scalable $\epsilon$-Optimal Decision-Making and Stochastic Routing in Large Networks via Distributed Supervision of Probabilistic Automata ", SIAM Journal on Control and Optimization 2014 52:4, 2512-2547
- I. Chattopadhyay, A. Kuchina, G. Suel and H. Lipson , "Inverse Gillespie for inferring stochastic reaction mechanisms from intermittent samples", Proc Natl Acad Sci U S A. , Vol. 110(32), July 2013, pp 12990-5.
- I. Chattopadhyay and H. Lipson , "Abductive learning of quantized stochastic processes with probabilistic finite automata.", Philosophical Transactions of The Royal Society A, Vol. 371(1984), Feb 2013, pp 20110543.
- I. Chattopadhyay and A. Ray , " Optimal Control of Infinite Horizon Partially Observable Decision Processes Modeled As Generatorsof Probabilistic Regular Languages", International Journal of Control, Vol. 83, No. 3, March 2010, pp 457--483.
- I. Chattopadhyay and A. Ray , " Supervised Self-Organization of Homogeneous Swarms Using Ergodic Projections of Markov Chains", Systems Man and Cybernetics Part B: Cybernetics IEEE Transactions on, Vol. 39, No. 6, 2009, pp 1505--1515.
- G. Mallapragada and I. Chattopadhyay and A. Ray , " Automated Behavior Recognition in Mobile Robots Using Symbolic Dynamic Filtering", Proceedings of the I Mech E Part I: Journal of Systems & Control Engineering, Vol. 222, No. 6, 2008, pp 409--424.
- I. Chattopadhyay and G. Mallapragada and A. Ray , " $ u^star$: A Robot Path Planning Algorithm based on Renormalized Measure of Probabilistic Regular Languages", International Journal of Control, Vol. 82, No. 5, 2009, pp 849--867.
- G. Mallapragada and I. Chattopadhyay and A. Ray , " Autonomous Robot Navigation Using Optimal Control of Probabilistic Regular Languages", International Journal of Control, Vol. 82, No. 1, 2009, pp 13--26.
- I. Chattopadhyay and A. Ray , " Structural Transformations of Probabilistic Finite State Machines", International Journal of Control, Vol. 81, No. 5, 2008, pp 820--835.
- I. Chattopadhyay and A. Ray , " Generalized Projections in Finite State Automata & Decidability of State Determinacy", International Journal of Control, Vol. 81, No. 10, 2008, pp 1626--1644.
- I. Chattopadhyay and A. Ray , " Language-Measure-Theoretic Optimal Control of Probabilistic Finite-State Systems", International Journal of Control, Vol. 80, No. 8, 2007, pp 1271--1290.
- I. Chattopadhyay and A. Ray , " Generalized Language Measure for Finite State Logical Systems", International Journal of Control, Vol. 80, No. 5, 2007, pp 789--799.
- I. Chattopadhyay and A. Ray , " Renormalized Measure of Regular Languages", International Journal of Control, Vol. 79, No. 9, 2006, pp 1107--1117.
- I. Chattopadhyay and A. Ray , " A Language Measure for Partially Observed Discrete Event Systems ", International Journal of Control, Vol. 79, No. 9, 2006, pp 1074--1086.
- I. Chattopadhyay and A. Ray , " A Complex Measure for Linear Grammars ", Demonstratio Mathematica, Vol. 38, No. 3, 2005, pp 761--775.
- D. Friedlander I. Chattopadhyay A. Ray S. Phoha and N. Jacobson , "Anomaly prediction in mechanical systems using symbolic dynamics", American Control Conference, 2003, pp 4275-4280 vol.5.
- Xi Wang I. Chattopadhyay and A. Ray , "Probabilistic fault diagnosis in discrete event systems", 43rd IEEE Conference on Decision and Control, 2004, pp 4794-4799 Vol.5.
- I. Chattopadhyay and A. Ray , "A language measure for partially observed discrete event supervisory control systems", 43rd IEEE Conference on Decision and Control , 2004, pp 45-50 Vol.1.
- I. Chattopadhyay Asok Ray and Xi Wang , "A complex measure of non-regular languages for discrete-event supervisory control", American Control Conference, 2004, pp 5120-5125 vol.6.
- I. Chattopadhyay Subhadeep Chakraborty and A. Ray , " Autonomous Navigation in Space", Infotech-Aerospace AIAA 5th Aviation Technology Integration and Operations Conference, 2005, pp .
- I. Chattopadhyay and A. Ray , "Generalized Language Measure of Finite State Logical Systems", 8th International Workshop on Discrete Event Systems, 2006, pp 366-371.
- I. Chattopadhyay and A. Ray , "Renormalized measure of regular languages", 8th International Workshop on Discrete Event Systems, 2006, pp 45-50.
- G. Mallapragada I. Chattopadhyay and A. Ray , "Autonomous Navigation of Mobile Robots Using Optimal Control of Finite State Automata", 45th IEEE Conference on Decision and Control, 2006, pp 2400-2405.
- I. Chattopadhyay and A. Ray , "Generalized Projections in Finite State Automata & Decidability of State Determinacy", American Control Conference, 2007, pp 5664-5669.
- I. Chattopadhyay and A. Ray , "Language-measure-theoretic optimal control of probabilistic finite-state systems", 46th IEEE Conference on Decision and Control, 2007, pp 5930-5935.
- I. Chattopadhyay G. Mallapragada and A. Ray , "L*: An intelligent path planning algorithm based on renormalized measure of probabilistic regular languages", American Control Conference, 2008, pp 1249-1254.
- W. Lu I. Chattopadhyay G. Mallapragada and A. Ray , "A real time implementable All-Pair Dynamic Planning Algorithm for robot navigation based on the renormalized measure of probabilistic regular languages", American Control Conference, 2009, pp 5174-5179.
- I. Chattopadhyay and A. Ray , "Supervised self-organization of large homogeneous Swarms using Ergodic Projections of Markov Chains", American Control Conference, 2009, pp 2922-2927.
- I. Chattopadhyay and A. Ray , "Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models", American Control Conference, 2009, pp 2403-2408.
- I. Chattopadhyay and A. Ray , "Generalization of v* path planning for accommodation of amortized dynamic uncertainties in plan execution", American Control Conference, 2009, pp 2415-2420.
- K. Mukherjee A. Ray T. Wettergren I. Chattopadhyay and S. Phoha , "Signal threshold estimation in a sensor field for undersea target tracking", American Control Conference, 2009, pp 3591-3596.
- I. Chattopadhyay, Y. Wen and A. Ray , "Pattern Classification In Symbolic Streams Via Semantic Annihilation Of Information", American Control Conference, 2010, Baltimore, MD.
- I. Chattopadhyay, Y. Wen, S. Phoha and A. Ray , "Mathematical Foundations of Sensor Network Design Based On Linguistic Informatics", American Control Conference, 2010, Baltimore, MD.
- I. Chattopadhyay and S. Mohinta , "A Decision-theoretic Model Of Selection Modulated Intra-host Antigenic Variation For Multi-strain Pathogens", American Control Conference, 2010, Baltimore, MD.
- I. Chattopadhyay and A. Ray , "GODDeS: Globally e-Optimal Routing Via Distributed Decision-theoretic Self-organization", American Control Conference, 2011, San Francisco, CA. Page(s): 3215 - 3220
- I. Chattopadhyay, Y. Wen and and A. Ray , "Unsupervised Inductive Learning In Symbolic Sequences via Recursive Identification of Self-Similar Semantics", American Control Conference, 2011, San Francisco, CA. Page(s): 125 - 130
- Y. Wen, I. Chattopadhyay, A. Ray and S. Phoha , "Vector Space Formulation of Probabilistic Finite State Automata", American Control Conference, 2011, San Francisco, CA. Page(s): 5133 - 5138
- Y. Wen, I. Chattopadhyay, A. Ray and S. Phoha , "Hilbert Space Formulation of Symbolic Systems for Model Identification and Order Reduction", American Control Conference, 2011, San Francisco, CA. Page(s): 5139 - 5144
- A. Srivastav, Y. Wen, E. Hendrick, I. Chattopadhyay, A. Ray and S. Phoha , "Information Fusion for Object & Situation Assessment in Sensor Networks", American Control Conference, 2011, San Francisco, CA. Page(s): 1274 - 1279
- I. Chattopadhyay , " Scalable e-optimal self-organization in communicating swarms using implicit probabilistic automata", American Control Conference, 2012, Montreal, Canada, pp 6047 - 6052
Book Chapter
- I. Chattopadhyay, X. Wang and A. Ray , Advanced topics in Supervisory Control Theory, Chapter 4, Quantitative Measure for Discrete Event Supervisory Control: Theory and Applications, Springer, New York 2005, ISBN 0387021086.