10 citations · 12 across the 2 of their papers we have counts for
3 papers
cs.AI2016★ 10 cited
Random Forest Based Approach for Concept Drift Handling
A. Zhukov, D. Sidorov, A. Foley
Concept drift has potential in smart grid analysis because the socio-economic behaviour of consumers is not governed by the laws of physics. Likewise there are also applications in…
cs.AI2016
Ensemble Methods of Classification for Power Systems Security Assessment
Alexei Zhukov, Victor Kurbatsky, Nikita Tomin +3
One of the most promising approaches for complex technical systems analysis employs ensemble methods of classification. Ensemble methods enable to build a reliable decision rules f…
cs.LG2014★ 2 cited
Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning
Victor Kurbatsky, Nikita Tomin, Vadim Spiryaev +3
A novel hybrid data-driven approach is developed for forecasting power system parameters with the goal of increasing the efficiency of short-term forecasting studies for non-statio…