28 citations · 97 across the 16 of their papers we have counts for
3 papers · 1 filter
Unit Commitment using Nearest Neighbor as a Short-Term Proxy
Gal Dalal, Elad Gilboa, Shie Mannor +1
We devise the Unit Commitment Nearest Neighbor (UCNN) algorithm to be used as a proxy for quickly approximating outcomes of short-term decisions, to make tractable hierarchical lon…
Context-dependent feature analysis with random forests
Antonio Sutera, Gilles Louppe, Vân Anh Huynh-Thu +2
In many cases, feature selection is often more complicated than identifying a single subset of input variables that would together explain the output. There may be interactions tha…
Whither probabilistic security management for real-time operation of power systems ?
Efthymios Karangelos, Patrick Panciatici, Louis Wehenkel
This paper investigates the stakes of introducing probabilistic approaches for the management of power system's security. In real-time operation, the aim is to arbitrate in a ratio…