Louis Wehenkel

Louis Wehenkel, Efthymios Karangelos, L. Wehenkel, 2018, 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

What is the likely future of real-time transient stability?

Louis Wehenkel, Damien Ernst, Mania Pavella, 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

Artificial Neural Networks

Louis Wehenkel, 1998 .

Model-Free Monte Carlo-like Policy Evaluation

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2010, AISTATS.

A Generic Approach for Solving Nonlinear-Discrete Security-Constrained Optimal Power Flow Problems in Large-Scale Systems

Louis Wehenkel, Christian Merckx, Florin Capitanescu, 2014, IEEE Transactions on Power Systems.

An AC OPF-based heuristic algorithm for optimal transmission switching

Louis Wehenkel, Florin Capitanescu, L. Wehenkel, 2014, 2014 Power Systems Computation Conference.

High-dimensional probability density estimation with randomized ensembles of tree structured bayesian networks

Louis Wehenkel, Philippe Leray, Boris Defourny, 2008 .

Decoding Spontaneous Brain Activity from fMRI Using Gaussian Processes: Tracking Brain Reactivation

Louis Wehenkel, Christophe Phillips, Pierre Maquet, 2012, 2012 Second International Workshop on Pattern Recognition in NeuroImaging.

Automatic Learning Approaches for On-Line Transient Stability Preventive Control of the Hydro-Quebec System: Part II. A toolbox combining decision trees with neural nets and nearest neighbor classifiers otpimized by genetic algorithms

Louis Wehenkel, I. Houben, Mania Pavella, 1995 .

Intelligent systems applications to emergency control

Louis Wehenkel, 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

Investigation and Reduction of Discretization Variance in Decision Tree Induction

Pierre Geurts, Louis Wehenkel, P. Geurts, 2000, ECML.

Consequence driven decomposition of large-scale power system security analysis

Louis Wehenkel, Damien Ernst, Patrick Panciatici, 2010, 2010 IREP Symposium Bulk Power System Dynamics and Control - VIII (IREP).

Proteomic mass spectra classification using decision tree based ensemble methods

Pierre Geurts, Louis Wehenkel, Marianne Fillet, 2005, Bioinform..

Machine-Learning Approaches to Power-System Security Assessment

Louis Wehenkel, 1997, IEEE Expert.

Genetic Algorithm Based k Nearest Neighbors

Louis Wehenkel, I. Houben, Mania Pavella, 1997 .

Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation

Pierre Geurts, Louis Wehenkel, Philippe Leray, 2011, ECML/PKDD.

Probabilistic design of power-system special stability controls

Louis Wehenkel, Marc Trotignon, Cyril Lebrevelec, 1999 .

Application of a data minig based technique for the evaluation of transmission expansion plans

Louis Wehenkel, Patricia Rousseaux, Christophe Druet, 2005 .

Regulatory network inference with GENIE3: application to the DREAM5 challenge

Yvan Saeys, Pierre Geurts, Louis Wehenkel, 2010 .

Day-ahead Security Assessment under Uncertainty Relying on the Combination of Preventive and Corrective Controls to Face Worst-Case Scenarios

Louis Wehenkel, Patrick Panciatici, Florin Capitanescu, 2011 .

Automatic Learning Approaches for On-Line Transient Stability Preventive Control of the Hydro-Quebec System

Louis Wehenkel, I. Houben, Mania Pavella, 1995 .

Using a rich internet application to teach histology

Raphaël Marée, Louis Wehenkel, Dominique Verpoorten, 2014 .

Context-dependent feature analysis with random forests pdf

Gilles Louppe, Pierre Geurts, Louis Wehenkel, 2016, UAI.

Incremental indexing and distributed image search using shared randomized vocabularies

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2010, MIR '10.

Overview of Security Problems

Louis Wehenkel, 1998 .

A reinforcement learning based discrete supplementary control for power system transient stability enhancement

Louis Wehenkel, Damien Ernst, Mevludin Glavic, 2005 .

Segment and Combine Approach for Biological Sequence Classification

Pierre Geurts, Louis Wehenkel, Antia Blanco Cuesta, 2005, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Data validation and missing data reconstruction using self-organizing map for water treatment

Louis Wehenkel, Marie-Véronique Le Lann, B. Lamrini, 2011, Neural Computing and Applications.

On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures pdf

Louis Wehenkel, Vincent Auvray, 2002, UAI.

Security Information Data Bases

Louis Wehenkel, 1998 .

Closed-form dual perturb and combine for tree-based models

Pierre Geurts, Louis Wehenkel, P. Geurts, 2005, ICML.

Framework for Threat Based Failure Rates in Transmission System Operation

Louis Wehenkel, Hlynur Stefansson, Samuel Perkin, 2016, 2016 Second International Symposium on Stochastic Models in Reliability Engineering, Life Science and Operations Management (SMRLO).

On the Relevance of Sophisticated Structural Annotations for Disulfide Connectivity Pattern Prediction

Louis Wehenkel, Francis Maes, Julien Becker, 2013, PloS one.

Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities

Alberto Del Angel, Pierre Geurts, Louis Wehenkel, 2007, Neurocomputing.

Improving the bias/variance tradeoff of decision trees: towards soft tree induction

Pierre Geurts, Louis Wehenkel, Cristina Olaru, 2001 .

Radar classification based on extra-trees

Raphaël Marée, Louis Wehenkel, Jacques Verly, 2010 .

Editorial

Robert Bergevin, Louis Wehenkel, Christophe Charrier, 2010, Signal Process..

A probabilistic approach to power system network planning under uncertainties

Louis Wehenkel, P. Mack, S. Vassena, 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

Robust automatic target recognition using extra-trees

Louis Wehenkel, Jacques Verly, Jonathan Pisane, 2010, 2010 IEEE Radar Conference.

Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks

Louis Wehenkel, Boris Defourny, Philippe Leray, 2009, ECSQARU.

Hybrid Extended Equal-Area Criterion for Fast Transient Stability Assessment with Detailed Power System Models

Louis Wehenkel, Mania Pavella, Bruno Meyer, 1995 .

Advanced visualisation securing awareness of the overall status for operational monitoring of the European interconnected grid

Louis Wehenkel, Florin Capitanescu, Gerhard Krost, 2011 .

Random Forests with Random Projections of the Output Space for High Dimensional Multi-label Classification

Pierre Geurts, Louis Wehenkel, Arnaud Joly, 2014, ECML/PKDD.

Distance Rejection in the Context of Electric Power System Security Assessment Based on Automatic Learning

Louis Wehenkel, Isabelle Houben, 1998, SSPR/SPR.

Deriving p-values for tree-based variable importance measures

Pierre Geurts, Louis Wehenkel, Vân Anh Huynh-Thu, 2008 .

An interior point method based optimal power flow

Louis Wehenkel, Florin Capitanescu, Mevludin Glavic, 2005 .

Stratégies d'échantillonnage pour l'apprentissage par renforcement batch

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2013, Rev. d'Intelligence Artif..

Automatic Learning of Fine Operating Rules for Online Power System Security Control

Feng Zhao, Louis Wehenkel, Hongbin Sun, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Comparator selection for RPC with many labels

Pierre Geurts, Louis Wehenkel, Samuel Hiard, 2012, ECAI.

Constraint Based Learning of Mixtures of Trees

Louis Wehenkel, François Schnitzler, 2009 .

New challenges for feature selection in data mining and knowledge discovery

Yvan Saeys, Huan Liu, Louis Wehenkel, 2008 .

SIME: A hybrid approach to fast transient stability assessment and contingency selection

Louis Wehenkel, Mania Pavella, Patricia Rousseaux, 1997 .

Kernelizing the output of tree-based methods

Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc, 2006, ICML '06.

A hybrid human-computer approach for large-scale image-based measurements using web services and machine learning

Gilles Louppe, Raphaël Marée, Louis Wehenkel, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Supervised learning with decision tree-based methods in computational and systems biology.

Pierre Geurts, Louis Wehenkel, Alexandre Irrthum, 2009, Molecular bioSystems.

Apprentissage actif par modification de la politique de décision courante

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2011 .

Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits

Louis Wehenkel, Damien Ernst, Francis Maes, 2011, EWRL.

Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees

Louis Wehenkel, Boris Defourny, Damien Ernst, 2008, EWRL.

Whither dynamic congestion management

Louis Wehenkel, 2004 .

Automatic Learning Techniques in Power Systems

Louis Wehenkel, L. Wehenkel, 1997 .

A Method for Real-Time Transient Stability Emergency Control

Louis Wehenkel, Mania Pavella, Y. Zhang, 1997 .

Collaborative analysis of multi-gigapixel imaging data using Cytomine

Gilles Louppe, Raphaël Marée, Pierre Geurts, 2016, Bioinform..

Gradient boosting for kernelized output spaces

Pierre Geurts, Louis Wehenkel, Florence d'Alché-Buc, 2007, ICML '07.

Clinical data based optimal STI strategies for HIV: a reinforcement learning approach

Louis Wehenkel, Damien Ernst, Guy-Bart Stan, 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

Using artificial neural networks to estimate rotor angles and speeds from phasor measurements

Alberto Del Angel, Louis Wehenkel, Mevludin Glavic, 2003 .

Towards Min Max Generalization in Reinforcement Learning

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2010, ICAART.

Biological Image Classification with Random Subwindows and Extra-Trees

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2006 .

Active exploration by searching for experiments that falsify the computed control policy

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Extremely Randomized Trees and Random Subwindows for Image Classification, Annotation, and Retrieval

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2013 .

A Semi-Algebraic Description of Naive Bayes Models with Two Hidden Classes

Pierre Geurts, Louis Wehenkel, Vincent Auvray, 2006, ISAIM.

Tree-Based Batch Mode Reinforcement Learning

Pierre Geurts, Louis Wehenkel, Damien Ernst, 2005, J. Mach. Learn. Res..

Le projet PEGASE

Louis Wehenkel, Karim Karoui, Marc Stubbe, 2008 .

Whither probabilistic security management for real-time operation of power systems?

Louis Wehenkel, Patrick Panciatici, Efthymios Karangelos, 2013, 2013 IREP Symposium Bulk Power System Dynamics and Control - IX Optimization, Security and Control of the Emerging Power Grid.

Towards leveraging discrete grid flexibility in chance-constrained power system operation planning

Louis Wehenkel, Efthymios Karangelos, 2020 .

Statistical Approaches to Dynamic Security Assessment : The Data Base Generation Problem

Louis Wehenkel, P. Pruvot, Y. Jacquemart, 1995 .

Machine learning of real-time power systems reliability management response

Louis Wehenkel, Laurine Duchesne, Efthymios Karangelos, 2017, 2017 IEEE Manchester PowerTech.

Probabilistic Resilience Analysis of the Icelandic Power System under Extreme Weather

Louis Wehenkel, Efthymios Karangelos, Samuel Perkin, 2020 .

Reinforcement Learning with Raw Image Pixels as Input State

Raphaël Marée, Louis Wehenkel, Damien Ernst, 2006, IWICPAS.

Data mining tools and application in power system engineering

Pierre Geurts, Louis Wehenkel, Cristina Olaru, 1999 .

PGLib OPF Case 1354 Pegase

Louis Wehenkel, Patrick Panciatici, Florin Capitanescu, 2017 .

Probabilistic Reliability Management Approach and Criteria for power system real-time operation

Louis Wehenkel, Efthymios Karangelos, L. Wehenkel, 2016, 2016 Power Systems Computation Conference (PSCC).

NEW DEVELOPMENTS IN THE APPLICATION OF AUTOMATIC LEARNING TO POWER SYSTEM CONTROL

Louis Wehenkel, Damien Ernst, Mevludin Glavic, 2005 .

Segment and combine: a generic approach for supervised learning of invariant classifiers from topologically structured data

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2006 .

A computational model of mid-term outage scheduling for long-term system studies

Louis Wehenkel, Efthymios Karangelos, Manuel Marin, 2017, 2017 IEEE Manchester PowerTech.

Decision trees and transient stability of electric power systems

Louis Wehenkel, M. Pavella, L. Wehenkel, 1991, Autom..

Embedding Monte Carlo Search of Features in Tree-Based Ensemble Methods

Pierre Geurts, Louis Wehenkel, Francis Maes, 2012, ECML/PKDD.

Large Margin Classification with the Progressive Hedging Algorithm

Louis Wehenkel, Boris Defourny, L. Wehenkel, 2009 .

A complete fuzzy decision tree technique

Louis Wehenkel, Cristina Olaru, L. Wehenkel, 2003, Fuzzy Sets Syst..

Artificial Intelligence Applied to On-line Transient Stability Assessment of Electric Power Systems

Louis Wehenkel, Mania Ribbens-Pavella, Th. Van Cutsem, 1987 .

Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control

Louis Wehenkel, Damien Ernst, Christophe Druet, 2000, PKDD.

Overview of Applications by Type

Louis Wehenkel, 1998 .

Application of data mining to optimize settings for generator tripping and load shedding system in emergency control at Hydro‐Québec

Louis Wehenkel, J. A. Huang, G. Vanier, 2004 .

Application of data mining to optimize settings for generator tripping and load shedding system in emergency control at Hydro-Quebec

Louis Wehenkel, J. A. Huang, A. Valette, 2004 .

Power system security assessment: a position paper

A. Invernizzi, Louis Wehenkel, F. L. Alvarado, 1997 .

Decision Trees and Random Subwindows for Object Recognition

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2005 .

Planning under uncertainty, ensembles of disturbance trees and kernelized discrete action spaces

Louis Wehenkel, Boris Defourny, Damien Ernst, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

Learning Inclusion-Optimal Chordal Graphs

Louis Wehenkel, Vincent Auvray, 2008, UAI.

Inductive inference applied to on-line transient stability assessment of electric power systems

Louis Wehenkel, M. Pavella, Th. Van Cutsem, 1989, Autom..

Decision tree approaches to voltage security assessment

Louis Wehenkel, Mania Pavella, Bertrand Heilbronn, 1993 .

Random Subwindows and Randomized Trees for Image Retrieval, Classification, and Annotation

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2007 .

Fuzzy Decision Tree Induction for Power System Security Assessment

Louis Wehenkel, Xavier Boyen, L. Wehenkel, 1995 .

Computation of Worst Operation Scenarios Under Uncertainty for Static Security Management

Louis Wehenkel, Florin Capitanescu, L. Wehenkel, 2013, IEEE Transactions on Power Systems.

Remote Visualization, Collaborative Annotation, and Automated Analysis of High-Resolution Bioimages Through Internet

Raphaël Marée, Louis Wehenkel, Loïc Rollus, 2012 .

Emergency control and its strategies

Louis Wehenkel, L. Wehenkel, 1999 .

Une approche de l'intelligence artificielle appliquée à l'évaluation de la stabilité transitoire des réseaux électriques

Louis Wehenkel, 1990 .

Statistical interpretation of machine learning-based feature importance scores for biomarker discovery

Yvan Saeys, Pierre Geurts, Louis Wehenkel, 2012, Bioinform..

Temporal Machine Learning for Switching Control

Pierre Geurts, Louis Wehenkel, P. Geurts, 2000, PKDD.

Biomedical Image Classification with Random Subwindows and Decision Trees

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2005, CVBIA.

Near real-life pilot testing of real-time probabilistic reliability assessments

Louis Wehenkel, Hlynur Stefansson, Samuel Perkin, 2016, 2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

Machine learning, neural networks and statistical pattern recognition for voltage security: a comparative study

Louis Wehenkel, Thierry Van Cutsem, Mania Pavella, 1994 .

Reinforcement learning with raw image pixels as state input

Raphaël Marée, Louis Wehenkel, Damien Ernst, 2006 .

Towards sub-quadratic learning of probability density models in the form of mixtures of trees

Louis Wehenkel, Philippe Leray, François Schnitzler, 2010, ESANN.

Towards generic image classification: an extensive empirical study

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2014 .

Transient stability-constrained maximum allowable transfer

Louis Wehenkel, Mania Pavella, A. L. Bettiol, 1999 .

Dynamic Extended Equal Area Criterion- Part 2. Enlbeclding fast valving and automatic voltage regulation

Louis Wehenkel, Mania Pavella, Patricia Rousseaux, 1993, Proceedings. Joint International Power Conference Athens Power Tech,.

Applications of security-constrained optimal power flows

Louis Wehenkel, Damien Ernst, Florin Capitanescu, 2006 .

Early prediction of electric power system blackouts by temporal machine learning

Louis Wehenkel, Pierre Geurts, P. Geurts, 1998 .

Statistical interpretation of machine learning-based feature rankings for biomarker discovery

Yvan Saeys, Pierre Geurts, Louis Wehenkel, 2011 .

Big data, machine learning, and optimization, for power systems reliability

Louis Wehenkel, L. Wehenkel, 2016 .

Machine Learning to Balance the Load in Parallel Branch-and-Bound

Louis Wehenkel, Quentin Louveaux, Alejandro Marcos Alvarez, 2015 .

Added Value of Automatic Learning

Louis Wehenkel, 1998 .

Fast Multi-class Image Annotation with Random Subwindows and Multiple Output Randomized Trees

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2009, VISAPP.

FACTS devices controlled by means of reinforcement learning algorithms

Louis Wehenkel, Damien Ernst, 2002 .

A web-based framework for visualization, annotation, and automatic exploitation of high-resolution bioimages using tree-based machine learning methods

Raphaël Marée, Louis Wehenkel, Loïc Rollus, 2011 .

A rich internet application for remote visualization, collaborative annotation, and automated analysis of large-scale biomages

Gilles Louppe, Raphaël Marée, Louis Wehenkel, 2012 .

Automatic Learning is Searching a Model Space

Louis Wehenkel, 1998 .

Estimation de densité par ensembles aléatoires de poly-arbres

Louis Wehenkel, Philippe Leray, Sourour Ammar, 2008 .

A Probabilistic Approach to the Design of Power System Protection Schemes Against Blackouts

Louis Wehenkel, Marc Trotignon, C. Lebrevelec, 1997 .

Extremely randomized trees

Pierre Geurts, Louis Wehenkel, Damien Ernst, 2006, Machine Learning.

Advanced optimization methods for power systems

Louis Wehenkel, Patrick Panciatici, Daniel K. Molzahn, 2014, 2014 Power Systems Computation Conference.

PSCC¿05 Liège 22¿26 August 2005

Louis Wehenkel, Goran Andersson, Wolfram H. Wellssow, 2006 .

L1-based compression of random forest models

Pierre Geurts, Louis Wehenkel, François Schnitzler, 2012, ESANN.

Supervised learning of intra-daily recourse strategies for generation management under uncertainties

Louis Wehenkel, Boris Defourny, Bertrand Cornelusse, 2009, 2009 IEEE Bucharest PowerTech.

An empirical comparison of machine learning algorithms for generic image classification

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2003 .

Automatic Learning Approaches for Electric Power Systems

Louis Wehenkel, 2000 .

Machine learning applied to power systems transient security functions

Louis Wehenkel, Thierry Van Cutsem, Mania Ribbens-Pavella, 1987 .

OPERATION RULES DETERMINED BY RISK ANALYSIS FOR SPECIAL PROTECTION SYSTEMS AT HYDRO-QUÉBEC

Louis Wehenkel, François Lévesque, Jinan Huang, 2004 .

Batch mode reinforcement learning based on the synthesis of artificial trajectories

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2013, Ann. Oper. Res..

First- and multi-swing transient stability limits of a longitudinal system using the SIME method

Louis Wehenkel, Mania Pavella, Patricia Rousseaux, 1996, Proceedings of 8th Mediterranean Electrotechnical Conference on Industrial Applications in Power Systems, Computer Science and Telecommunications (MELECON 96).

Trajectory-Based Supplementary Damping Control for Power System Electromechanical Oscillations

Louis Wehenkel, Mevludin Glavic, Da Wang, 2014, IEEE Transactions on Power Systems.

Automatic Localization of Interest Points in Zebrafish Images with Tree-Based Methods

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2011, PRIB.

Optimized look-ahead tree policies

Louis Wehenkel, Damien Ernst, Francis Maes, 2011 .

A Machine Learning-Based Approximation of Strong Branching

Louis Wehenkel, Quentin Louveaux, Alejandro Marcos Alvarez, 2017, INFORMS J. Comput..

An approach to real-time transient stability assessment and control

Louis Wehenkel, Damien Ernst, Mania Pavella, 1997 .

Reinforcement Learning Versus Model Predictive Control: A Comparison on a Power System Problem

Louis Wehenkel, Damien Ernst, Florin Capitanescu, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Random subwindows for robust image classification

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Research and Education Activities in Electric Power Systems at the University of Liège

Louis Wehenkel, Damien Ernst, Thierry Van Cutsem, 2008 .

A Cautious Approach to Generalization in Reinforcement Learning

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2010, ICAART.

Using Machine Learning to Enable Probabilistic Reliability Assessment in Operation Planning

Louis Wehenkel, Laurine Duchesne, Efthymios Karangelos, 2018, 2018 Power Systems Computation Conference (PSCC).

Transient stability-constrained generation rescheduling

Louis Wehenkel, Damien Ernst, Mania Pavella, 1998 .

Compensation schemes for transient stability assessment and control

Louis Wehenkel, Damien Ernst, Mania Pavella, 1998 .

Power System Transient Stability Preventive and Emergency Control

Louis Wehenkel, Claudio R. Fuerte-Esquivel, Damien Ernst, 2014 .

Pruning randomized trees with L1-norm regularization

Louis Wehenkel, François Schnitzler, Pierre Geurts, 2011 .

An implementation of on-line transient stability screening and control using distributed processing

Louis Wehenkel, Mania Pavella, Alexandre N'Guessan, 2003 .

Applications of an interior point method based optimal power flow

Louis Wehenkel, Florin Capitanescu, Mevludin Glavic, 2005 .

Cytomine: An Open-Source Software For Collaborative Analysis Of Whole-Slide Images

Gilles Louppe, Raphaël Marée, Pierre Geurts, 2016 .

Operating in the Fog: Security Management Under Uncertainty

Louis Wehenkel, Patrick Panciatici, Gabriel Bareux, 2012, IEEE Power and Energy Magazine.

Classifying pairs with trees for supervised biological network inference† †Electronic supplementary information (ESI) available: Implementation and computational issues, supplementary performance curves, and illustration of interpretability of trees. See DOI: 10.1039/c5mb00174a Click here for additi

Pierre Geurts, Louis Wehenkel, M. Madan Babu, 2014, Molecular bioSystems.

Preventive and emergency control of power systems

Louis Wehenkel, Mania Pavella, Damien Ernst, 2005 .

Advances in decision trees applied to power system security assessment

Louis Wehenkel, Mania Pavella, 1993 .

Automatic induction of fuzzy decision trees and its application to power system security assessment

Louis Wehenkel, Xavier Boyen, L. Wehenkel, 1999, Fuzzy Sets Syst..

Chance-Constrained Outage Scheduling Using a Machine Learning Proxy

Shie Mannor, Louis Wehenkel, Elad Gilboa, 2018, IEEE Transactions on Power Systems.

A Sample of Real-Life Applications

Louis Wehenkel, 1998 .

gammaMAXT: a fast multiple-testing correction algorithm

Jason H. Moore, Louis Wehenkel, Kristel Van Steen, 2015, BioData Mining.

From global to local MDI variable importances for random forests and when they are Shapley values pdf

Gilles Louppe, Pierre Geurts, Louis Wehenkel, 2021, NeurIPS.

Cyber-physical risk modeling with imperfect cyber-attackers pdf

Louis Wehenkel, Efthymios Karangelos, L. Wehenkel, 2021, Electric Power Systems Research.

Supervised learning of convex piecewise linear approximations of optimization problems

Louis Wehenkel, Laurine Duchesne, Quentin Louveaux, 2021, ESANN 2021 proceedings.

Pseudo-Geographical Representations of Power System Buses by Multidimensional Scaling

Louis Wehenkel, Damien Ernst, Florence Belmudes, 2009, 2009 15th International Conference on Intelligent System Applications to Power Systems.

Sub-quadratic markov tree mixture models for probability density estimation

Louis Wehenkel, Philippe Leray, Sourour Ammar, 2010 .

Interior Point Methods: A Survey, Short Survey of Applications to Power Systems, and Research Opportunities

Louis Wehenkel, Mevludin Glavic, L. Wehenkel, 2004 .

PREDetector: a new tool to identify regulatory elements in bacterial genomes.

Raphaël Marée, Louis Wehenkel, Sébastien Rigali, 2007, Biochemical and biophysical research communications.

Predicting gene essentiality from expression patterns in Escherichia coli

Louis Wehenkel, Alexandre Irrthum, L. Wehenkel, 2008 .

Using Class-probability Models instead of Hard Classifiers as Base Learners in the Ranking by Pairwise Comparison Algorithm

Louis Wehenkel, Samuel Hiard, L. Wehenkel, 2011 .

A new heuristic approach to deal with discrete variables in optimal power flow computations

Louis Wehenkel, Florin Capitanescu, L. Wehenkel, 2009, 2009 IEEE Bucharest PowerTech.

Dynamic Treatment Regimes using Reinforcement Learning: A Cautious Generalization Approach

Louis Wehenkel, Susan A. Murphy, Damien Ernst, 2009 .

On the Encoding of Proteins for Disordered Regions Prediction

Louis Wehenkel, Julien Becker, L. Wehenkel, 2013, PloS one.

Decoding Semi-Constrained Brain Activity from fMRI Using Support Vector Machines and Gaussian Processes

Louis Wehenkel, Christophe Phillips, Pierre Maquet, 2012, PloS one.

Phenotype Classification of Zebrafish Embryos by Supervised Learning

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2012, PloS one.

A hybrid optimization technique coupling an evolutionary and a local search algorithm

Louis Wehenkel, Florin Capitanescu, Vincent Kelner, 2008 .

On multi-area security assessment of large interconnected power systems

Louis Wehenkel, Damien Ernst, Mevludin Glavic, 2006 .

Dynamic extended equal area criterion. Part 1. Basic formulation

Louis Wehenkel, Mania Pavella, Edwige Euxibie, 1993 .

Experience with the multiple centrality corrections interior point algorithm for optimal power flow

Louis Wehenkel, Florin Capitanescu, Mevludin Glavic, 2005 .

Phenotype Classification of Zebrafish Embryos by Supervised Learning

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2012, PloS one.

Zebrafish Bone and General Physiology Are Differently Affected by Hormones or Changes in Gravity

Louis Wehenkel, Nadia Dardenne, Jessica Aceto, 2015, PloS one.

An Hybrid Optimization Technique Coupling Evolutionary and Local Search Algorithms ∗

Louis Wehenkel, Florin Capitanescu, Vincent Kelner, 2005 .

USE OF KOHONEN FEATURE MAPS FOR THE ANALYSIS OF VOLTAGE SECURITY RELATED ELECTRICAL DISTANCES

Louis Wehenkel, Y. Jacquemart, L. Wehenkel, 1998 .