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Ishanu Chattopadhyay
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Year
Autostacker: A compositional evolutionary learning system
B Chen, H Wu, W Mo, I Chattopadhyay, H Lipson
Proceedings of the genetic and evolutionary computation conference, 402-409, 2018
1082018
The United States COVID-19 forecast hub dataset
EY Cramer, Y Huang, Y Wang, EL Ray, M Cornell, J Bracher, A Brennen, ...
Scientific data 9 (1), 462, 2022
872022
Structural transformations of probabilistic finite state machines
I Chattopadhyay, A Ray
International Journal of Control 81 (5), 820-835, 2008
522008
Supervised self-organization of homogeneous swarms using ergodic projections of Markov chains
I Chattopadhyay, A Ray
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2009
492009
Conjunction of factors triggering waves of seasonal influenza
I Chattopadhyay, E Kiciman, JW Elliott, JL Shaman, A Rzhetsky
Elife 7, e30756, 2018
482018
Language-measure-theoretic optimal control of probabilistic finite-state systems
I Chattopadhyay, A Ray
International Journal of Control 80 (8), 1271-1290, 2007
472007
Renormalized measure of regular languages
I Chattopadhyay, A Ray
2006 8th International Workshop on Discrete Event Systems, 45-50, 2006
372006
Data smashing: uncovering lurking order in data
I Chattopadhyay, H Lipson
Journal of The Royal Society Interface 11 (101), 20140826, 2014
32*2014
Abductive learning of quantized stochastic processes with probabilistic finite automata
I Chattopadhyay, H Lipson
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
302013
Estimating heritability and genetic correlations from large health datasets in the absence of genetic data
G Jia, Y Li, H Zhang, I Chattopadhyay, A Boeck Jensen, DR Blair, L Davis, ...
Nature Communications 10 (1), 5508, 2019
202019
Automated behaviour recognition in mobile robots using symbolic dynamic filtering
G Mallapragada, I Chattopadhyay, A Ray
Proceedings of the Institution of Mechanical Engineers, Part I: Journal of …, 2008
202008
Event-level prediction of urban crime reveals a signature of enforcement bias in US cities
V Rotaru, Y Huang, T Li, J Evans, I Chattopadhyay
Nature human behaviour 6 (8), 1056-1068, 2022
182022
Information fusion for object & situation assessment in sensor networks
A Srivastav, Y Wen, E Hendrick, I Chattopadhyay, A Ray, S Phoha
Proceedings of the 2011 American Control Conference, 1274-1279, 2011
182011
Inverse Gillespie for inferring stochastic reaction mechanisms from intermittent samples
I Chattopadhyay, A Kuchina, GM Süel, H Lipson
Proceedings of the National Academy of Sciences 110 (32), 12990-12995, 2013
152013
Unsupervised inductive learning in symbolic sequences via recursive identification of self-similar semantics
I Chattopadhyay, Y Wen, A Ray, S Phoha
Proceedings of the 2011 American Control Conference, 125-130, 2011
152011
Causality networks
I Chattopadhyay
arXiv preprint arXiv:1406.6651, 2014
142014
ν☆: A robot path planning Algorithm based on renormalised measure of probabilistic regular languages
I Chattopadhyay, G Mallapragada, A Ray
International Journal of Control 82 (5), 849-867, 2009
142009
Predicting malignant ventricular arrhythmias using real-time remote monitoring
C Ginder, J Li, JL Halperin, JG Akar, DT Martin, I Chattopadhyay, ...
Journal of the American College of Cardiology 81 (10), 949-961, 2023
122023
Development of a computerized adaptive diagnostic screening tool for psychosis
RD Gibbons, I Chattopadhyay, HY Meltzer, JM Kane, D Guinart
Schizophrenia research 245, 116-121, 2022
122022
Postnatal immune activation causes social deficits in a mouse model of tuberous sclerosis: Role of microglia and clinical implications
MF López-Aranda, I Chattopadhyay, GM Boxx, ER Fraley, TK Silva, ...
Science Advances 7 (38), eabf2073, 2021
122021
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