Seuraa
Daniel Nikovski
Daniel Nikovski
Group Manager, Mitsubishi Electric Research Labs
Vahvistettu sähköpostiosoite verkkotunnuksessa merl.com
Nimike
Viittaukset
Viittaukset
Vuosi
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
2782000
Detecting and diagnosing faults in HVAC equipment
DN Nikovski, A Divakaran, R Radhakrishnan, KA Peker
US Patent 7,444,251, 2008
2592008
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
1132005
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
902015
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
902012
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
732019
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
73*2017
Value-aware loss function for model-based reinforcement learning
A Farahmand, A Barreto, D Nikovski
Artificial Intelligence and Statistics, 1486-1494, 2017
622017
HVAC control system
D Nikovski, C Laughman
US Patent 8,412,381, 2013
592013
Decision-Theoretic Group Elevator Scheduling.
D Nikovski, M Brand
ICAPS 3, 9-13, 2003
542003
Induction of compact decision trees for personalized recommendation
D Nikovski, V Kulev
Proceedings of the 2006 ACM symposium on Applied computing, 575-581, 2006
532006
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
512013
Real-time retail marketing system and method
M Kato, DN Nikovski, A Divakaran
US Patent 7,240,834, 2007
502007
Global optimization of multi-period optimal power flow
A Gopalakrishnan, AU Raghunathan, D Nikovski, LT Biegler
2013 American Control Conference, 1157-1164, 2013
482013
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
452016
Optimal parking in group elevator control
M Brand, D Nikovski
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
442004
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
422015
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
422015
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
412019
Fast adaptive algorithms for abrupt change detection
D Nikovski, A Jain
Machine learning 79 (3), 283-306, 2010
382010
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