Lydia Boudjeloud-Assala

According to our database, Lydia Boudjeloud-Assala authored at least 35 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

CoRR, 2022

Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interactive Feature Extraction using Implicit Knowledge Elicitation : Application to Power System Expertise.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Approche interactive d'extraction de variables interprétables et explicatives pour la gestion des contraintes du réseau électrique français.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Extraction et Gestion des Connaissances, 2021

2020

Interpretable Dimensionally-Consistent Feature Extraction from Electrical Network Sensors.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Biclustering itératif par une approche évolutionnaire.

Alexandre Blansché, Lydia Boudjeloud

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption.

Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

K-spectral centroid: extension and optimizations.

Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

A clustering algorithm based on elitist evolutionary approach.

Lydia Boudjeloud-Assala, Ta Minh Thuy

Int. J. Bio Inspired Comput., 2017

Subspace Clustering and Visualization of Data Streams.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

Subspace Clustering et Visualisation des Flux de Données.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

K-Spectral Centroïd pour des données massives.

Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

Traitement de Flux par un Graphe de Voisinage Incrémental.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the Fouille de Données Complexes, 2016

Interactive and iterative visual clustering.

Lydia Boudjeloud-Assala, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques

Inf. Vis., 2016

Incremental nearest neighborhood graph for data stream clustering.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Approche de Clustering de Flux basée sur les Graphes de Voisinage.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Clustering visuel semi-interactif.

Lydia Boudjeloud, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Big Data Clustering using Data Streams Approach.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

2015

Exploration and Visualization Approach for Outlier Detection on Log Files.

Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier

Proceedings of the New Trends in Intelligent Information and Database Systems, 2015

Visual and Dynamic Change Detection for Data Streams.

Lydia Boudjeloud-Assala, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Determine Optimal Number of Clusters with an Elitist Evolutionary Approach.

Lydia Boudjeloud-Assala, Minh Thuy Ta

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

2013

Clustering Data Streams over Sliding Windows by DCA.

Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala

Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

An Efficient Clustering Method for Massive Dataset Based on DC Programming and DCA Approach.

Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Processus itératif d'extraction de classes en non supervisée.

Alexandre Blansché, Lydia Boudjeloud-Assala

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

An evolutionary approach for high dimensional attribute selection.

Lydia Boudjeloud-Assala

Int. J. Intell. Inf. Database Syst., 2012

Visual interactive evolutionary algorithm for high dimensional outlier detection and data clustering problems.

Lydia Boudjeloud-Assala

Int. J. Bio Inspired Comput., 2012

Clustering Data Stream by a Sub-window Approach Using DCA.

Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Iterative Evolutionary Subspace Clustering.

Lydia Boudjeloud-Assala, Alexandre Blansché

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

A cooperative biomimetic approach for high dimensional data mining.

Lydia Boudjeloud, Hanane Azzag

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Approche biomimétique coopérative pour la visualisation de grands graphes multidimensionels.

Lydia Boudjeloud-Assala, Hanane Azzag

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2008

Algorithme interactif pour la sélection de dimensions en détection d'outlier.

Lydia Boudjeloud-Assala, François Poulet

Rev. d'Intelligence Artif., 2008

2006

Semi Interactive Method for Data Mining.

Lydia Boudjeloud, François Poulet

Proceedings of the ICEIS 2006, 2006

Algorithme semi-interactif pour la sélection de dimensions.

Lydia Boudjeloud, François Poulet

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005

Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection.

Lydia Boudjeloud, François Poulet

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

2004

Outlier Detection and Visualisation in High Dimensional Data.

Lydia Boudjeloud, François Poulet

Proceedings of the ICEIS 2004, 2004