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Daniel Nikovski
Daniel Nikovski
Chief Scientist, Mitsubishi Electric Research Labs
Dirección de correo verificada de merl.com
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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
3052000
Detecting and diagnosing faults in HVAC equipment
DN Nikovski, A Divakaran, R Radhakrishnan, KA Peker
US Patent 7,444,251, 2008
2762008
Value-aware loss function for model-based reinforcement learning
A Farahmand, A Barreto, D Nikovski
Artificial Intelligence and Statistics, 1486-1494, 2017
1372017
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
1362015
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
1332005
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
1242019
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
1222021
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
982012
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
722013
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
702016
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
642015
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
632020
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
632019
HVAC control system
D Nikovski, C Laughman
US Patent 8,412,381, 2013
622013
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
592015
Decision-Theoretic Group Elevator Scheduling.
D Nikovski, M Brand
ICAPS 3, 9-13, 2003
572003
Induction of compact decision trees for personalized recommendation
D Nikovski, V Kulev
Proceedings of the 2006 ACM symposium on Applied computing, 575-581, 2006
542006
Deep reinforcement learning for partial differential equation control
A Farahmand, S Nabi, DN Nikovski
2017 American Control Conference (ACC), 3120-3127, 2017
532017
Global optimization of multi-period optimal power flow
A Gopalakrishnan, AU Raghunathan, D Nikovski, LT Biegler
2013 American Control Conference, 1157-1164, 2013
532013
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Artículos 1–20