Daniel Nikovski
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
Detecting and diagnosing faults in HVAC equipment
DN Nikovski, A Divakaran, R Radhakrishnan, KA Peker
US Patent 7,444,251, 2008
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
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
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
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
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
Value-aware loss function for model-based reinforcement learning
A Farahmand, A Barreto, D Nikovski
Artificial Intelligence and Statistics, 1486-1494, 2017
HVAC control system
D Nikovski, C Laughman
US Patent 8,412,381, 2013
Decision-Theoretic Group Elevator Scheduling.
D Nikovski, M Brand
ICAPS 3, 9-13, 2003
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
Induction of compact decision trees for personalized recommendation
D Nikovski, V Kulev
Proceedings of the 2006 ACM symposium on Applied computing, 575-581, 2006
Real-time retail marketing system and method
M Kato, DN Nikovski, A Divakaran
US Patent 7,240,834, 2007
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
Global optimization of multi-period optimal power flow
A Gopalakrishnan, AU Raghunathan, D Nikovski, LT Biegler
2013 American Control Conference, 1157-1164, 2013
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
Optimal parking in group elevator control
M Brand, D Nikovski
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
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
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
Strengthening ABS, nylon, and polyester 3D printed parts by stress tensor aligned deposition paths and five-axis printing
WS Yerazunis, JC Barnwell III, DN Nikovski
2016 International Solid Freeform Fabrication Symposium, 2016
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