| Constructing Bayesian networks for medical diagnosis from incomplete and partially correct statistics D Nikovski IEEE Transactions on Knowledge and Data Engineering 12 (4), 509-516, 2000 | 305 | 2000 |
| Detecting and diagnosing faults in HVAC equipment DN Nikovski, A Divakaran, R Radhakrishnan, KA Peker US Patent 7,444,251, 2008 | 276 | 2008 |
| Value-aware loss function for model-based reinforcement learning A Farahmand, A Barreto, D Nikovski Artificial Intelligence and Statistics, 1486-1494, 2017 | 137 | 2017 |
| Electricity theft detection using smart meter data S Sahoo, D Nikovski, T Muso, K Tsuru 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2015 | 136 | 2015 |
| Univariate short-term prediction of road travel times D Nikovski, N Nishiuma, Y Goto, H Kumazawa Proceedings. 2005 IEEE Intelligent Transportation Systems, 2005., 1074-1079, 2005 | 133 | 2005 |
| Deep reinforcement learning for joint bidding and pricing of load serving entity H Xu, H Sun, D Nikovski, S Kitamura, K Mori, H Hashimoto IEEE Transactions on Smart Grid 10 (6), 6366-6375, 2019 | 124 | 2019 |
| Tactile-rl for insertion: Generalization to objects of unknown geometry S Dong, DK Jha, D Romeres, S Kim, D Nikovski, A Rodriguez 2021 IEEE International Conference on Robotics and Automation (ICRA), 6437-6443, 2021 | 122 | 2021 |
| Matrix profile vii: Time series chains: A new primitive for time series data mining (best student paper award) Y Zhu, M Imamura, D Nikovski, E Keogh 2017 IEEE international conference on data mining (ICDM), 695-704, 2017 | 119* | 2017 |
| Global optimization of optimal power flow using a branch & bound algorithm A Gopalakrishnan, AU Raghunathan, D Nikovski, LT Biegler 2012 50th Annual Allerton Conference on Communication, Control, and …, 2012 | 98 | 2012 |
| Smart meter data analysis for power theft detection DN Nikovski, Z Wang, A Esenther, H Sun, K Sugiura, T Muso, K Tsuru International Workshop on Machine Learning and Data Mining in Pattern …, 2013 | 72 | 2013 |
| An IoT system to estimate personal thermal comfort E Laftchiev, D Nikovski 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), 672-677, 2016 | 70 | 2016 |
| Method for predicting outputs of photovoltaic devices based on two-dimensional fourier analysis and seasonal auto-regression W Zhang, DN Nikovski US Patent 8,942,959, 2015 | 64 | 2015 |
| Sim-to-real transfer learning using robustified controllers in robotic tasks involving complex dynamics J Van Baar, A Sullivan, R Cordorel, D Jha, D Romeres, D Nikovski 2019 International Conference on Robotics and Automation (ICRA), 6001-6007, 2019 | 63 | 2019 |
| Can increasing input dimensionality improve deep reinforcement learning? K Ota, T Oiki, D Jha, T Mariyama, D Nikovski International conference on machine learning, 7424-7433, 2020 | 62 | 2020 |
| HVAC control system D Nikovski, C Laughman US Patent 8,412,381, 2013 | 62 | 2013 |
| Modeling and forecasting self-similar power load due to EV fast chargers N Korolko, Z Sahinoglu, D Nikovski IEEE Transactions on Smart Grid 7 (3), 1620-1629, 2015 | 59 | 2015 |
| Decision-Theoretic Group Elevator Scheduling. D Nikovski, M Brand ICAPS 3, 9-13, 2003 | 57 | 2003 |
| Induction of compact decision trees for personalized recommendation D Nikovski, V Kulev Proceedings of the 2006 ACM symposium on Applied computing, 575-581, 2006 | 54 | 2006 |
| Deep reinforcement learning for partial differential equation control A Farahmand, S Nabi, DN Nikovski 2017 American Control Conference (ACC), 3120-3127, 2017 | 53 | 2017 |
| Global optimization of multi-period optimal power flow A Gopalakrishnan, AU Raghunathan, D Nikovski, LT Biegler 2013 American Control Conference, 1157-1164, 2013 | 53 | 2013 |
Hongbo SunMitsubishi Electric Research LaboratoriesVerified email at merl.com
