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PKDD
2000
Springer
108views Data Mining» more  PKDD 2000»
15 years 11 months ago
Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control
This paper investigates the use of reinforcement learning in electric power system emergency control. The approach consists of using numerical simulations together with on-policy M...
Christophe Druet, Damien Ernst, Louis Wehenkel
ASPDAC
2005
ACM
142views Hardware» more  ASPDAC 2005»
15 years 9 months ago
Bridging fault testability of BDD circuits
Abstract— In this paper we study the testability of circuits derived from Binary Decision Diagrams (BDDs) under the bridging fault model. It is shown that testability can be form...
Junhao Shi, Görschwin Fey, Rolf Drechsler
ADBIS
2007
Springer
130views Database» more  ADBIS 2007»
15 years 9 months ago
Graphical Querying of Multidimensional Databases
This paper provides an answer-oriented multidimensional analysis environment. The approach is based on a conceptual point of view. We define a conceptual model that represents data...
Franck Ravat, Olivier Teste, Ronan Tournier, Gille...
ESANN
2008
15 years 9 months ago
Linear Projection based on Noise Variance Estimation - Application to Spectral Data
In this paper, we propose a new methodology to build latent variables that are optimal if a nonlinear model is used afterward. This method is based on Nonparametric Noise Estimatio...
Amaury Lendasse, Francesco Corona
ICMLA
2008
15 years 9 months ago
Comparison of Evaluation Metrics in Classification Applications with Imbalanced Datasets
A new framework is proposed for comparing evaluation metrics in classification applications with imbalanced datasets (i.e., the probability of one class vastly exceeds others). Fo...
Mehrdad Fatourechi, Rabab K. Ward, Steven G. Mason...