| Convolutional neural networks for human activity recognition using mobile sensors M Zeng, LT Nguyen, B Yu, OJ Mengshoel, J Zhu, P Wu, J Zhang 6th international conference on mobile computing, applications and services …, 2014 | 1045 | 2014 |
| Contact center autopilot algorithms OJ Mengshoel, K Fertig, S Reddy US Patent 6,856,680, 2005 | 295 | 2005 |
| Probabilistic crowding: Deterministic crowding with probabilistic replacement OJ Mengshoel, DE Goldberg Carnegie Mellon University, 1999 | 274 | 1999 |
| Contact center autopilot architecture OJ Mengshoel, K Fertig, S Reddy US Patent 6,853,721, 2005 | 238 | 2005 |
| Understanding and improving recurrent networks for human activity recognition by continuous attention M Zeng, H Gao, T Yu, OJ Mengshoel, H Langseth, I Lane, X Liu Proceedings of the 2018 ACM international symposium on wearable computers, 56-63, 2018 | 201 | 2018 |
| Footprintid: Indoor pedestrian identification through ambient structural vibration sensing S Pan, T Yu, M Mirshekari, J Fagert, A Bonde, OJ Mengshoel, HY Noh, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2017 | 179 | 2017 |
| The crowding approach to niching in genetic algorithms OJ Mengshoel, DE Goldberg Evolutionary computation 16 (3), 315-354, 2008 | 151 | 2008 |
| Multi-site responsibility-based routing OJ Mengshoel, K Fertig, K Sunderman, A Dezonno US Patent 6,842,515, 2005 | 127 | 2005 |
| Self-adaptation for individual self-aware computing systems M Maggio, T Abdelzaher, L Esterle, H Giese, JO Kephart, OJ Mengshoel, ... Self-Aware Computing Systems, 375-399, 2017 | 125 | 2017 |
| Probabilistic model-based diagnosis: An electrical power system case study OJ Mengshoel, M Chavira, K Cascio, S Poll, A Darwiche, S Uckun IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2010 | 117 | 2010 |
| Advanced diagnostics and prognostics testbed S Poll, A Patterson-Hine, J Camisa, D Garcia, D Hall, C Lee, ... Proceedings of the 18th International Workshop on Principles of Diagnosis …, 2007 | 115 | 2007 |
| Towards real-time, on-board, hardware-supported sensor and software health management for unmanned aerial systems J Schumann, KY Rozier, T Reinbacher, OJ Mengshoel, T Mbaya, ... International Journal of Prognostics and Health Management 6 (1), 2015 | 111 | 2015 |
| Aviation weather awareness and reporting enhancements (AWARE) system using a temporal-spatial weather database and a Bayesian network model CC Ruokangas, OJ Mengshoel, S Uckun, TW Rand, P Donohue, S Tuvi US Patent 7,081,834, 2006 | 109 | 2006 |
| Adaptive stress testing of airborne collision avoidance systems R Lee, MJ Kochenderfer, OJ Mengshoel, GP Brat, MP Owen 2015 IEEE/AIAA 34th Digital Avionics Systems Conference (DASC), 6C2-1-6C2-13, 2015 | 102 | 2015 |
| Semi-supervised convolutional neural networks for human activity recognition M Zeng, T Yu, X Wang, LT Nguyen, OJ Mengshoel, I Lane 2017 IEEE International Conference on Big Data (Big Data), 522-529, 2017 | 90 | 2017 |
| Adaptive stress testing: Finding likely failure events with reinforcement learning R Lee, OJ Mengshoel, A Saksena, RW Gardner, D Genin, J Silbermann, ... Journal of Artificial Intelligence Research 69, 1165-1201, 2020 | 76* | 2020 |
| Sensor validation using Bayesian networks OJ Mengshoel, A Darwiche, S Uckun Carnegie Mellon University, 2008 | 75 | 2008 |
| Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft. OJ Mengshoel, A Darwiche, K Cascio, M Chavira, S Poll, NS Uckun AAAI, 1699-1705, 2008 | 67 | 2008 |
| Knowledge validation: principles and practice OJ Mengshoel IEEE Expert 8 (3), 62-68, 1993 | 59* | 1993 |
| Initialization and restart in stochastic local search: Computing a most probable explanation in Bayesian networks OJ Mengshoel, DC Wilkins, D Roth IEEE Transactions on Knowledge and Data Engineering 23 (2), 235-247, 2010 | 58* | 2010 |
Tong YuAdobe ResearchVerified email at andrew.cmu.edu