| 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 | 113 | 2018 |
| 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 | 102 | 2022 |
| Structural transformations of probabilistic finite state machines I Chattopadhyay, A Ray International Journal of Control 81 (5), 820-835, 2008 | 52 | 2008 |
| 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 | 49 | 2009 |
| Conjunction of factors triggering waves of seasonal influenza I Chattopadhyay, E Kiciman, JW Elliott, JL Shaman, A Rzhetsky Elife 7, e30756, 2018 | 48 | 2018 |
| Language-measure-theoretic optimal control of probabilistic finite-state systems I Chattopadhyay, A Ray International Journal of Control 80 (8), 1271-1290, 2007 | 48 | 2007 |
| Renormalized measure of regular languages I Chattopadhyay, A Ray 2006 8th International Workshop on Discrete Event Systems, 45-50, 2006 | 38 | 2006 |
| Data smashing: uncovering lurking order in data I Chattopadhyay, H Lipson Journal of The Royal Society Interface 11 (101), 20140826, 2014 | 33* | 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 | 31 | 2013 |
| 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 | 26 | 2022 |
| 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 | 22 | 2019 |
| 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 | 20 | 2008 |
| 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 | 18 | 2011 |
| 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 | 17 | 2023 |
| 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 | 17 | 2021 |
| 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 | 16 | 2013 |
| 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 | 15 | 2011 |
| Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records D Onishchenko, RJ Marlowe, CG Ngufor, LJ Faust, AH Limper, ... Nature Medicine 28 (10), 2107-2116, 2022 | 14 | 2022 |
| Reduced false positives in autism screening via digital biomarkers inferred from deep comorbidity patterns D Onishchenko, Y Huang, J van Horne, PJ Smith, ME Msall, ... Science Advances 7 (41), eabf0354, 2021 | 14 | 2021 |
| 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 | 14 | 2009 |
Asok RayDistinguished Professor of Mechanical Engineering and MathematicsVerified email at psu.edu
