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ORCIDLydia Boudjeloud-Assala
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- affiliation: Université de Lorraine, Metz, France
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Journal Articles
- 2017
[j5]Lydia Boudjeloud-Assala
, Ta Minh Thuy:
A clustering algorithm based on elitist evolutionary approach. Int. J. Bio Inspired Comput. 10(4): 258-266 (2017)- 2016
- [j4]Lydia Boudjeloud-Assala, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques:
Interactive and iterative visual clustering. Inf. Vis. 15(3): 181-197 (2016) - 2012
- [j3]Lydia Boudjeloud-Assala:
Visual interactive evolutionary algorithm for high dimensional outlier detection and data clustering problems. Int. J. Bio Inspired Comput. 4(1): 6-13 (2012) - [j2]Lydia Boudjeloud-Assala:
An evolutionary approach for high dimensional attribute selection. Int. J. Intell. Inf. Database Syst. 6(6): 578-602 (2012) - 2008
- [j1]Lydia Boudjeloud-Assala, François Poulet:
Algorithme interactif pour la sélection de dimensions en détection d'outlier. Rev. d'Intelligence Artif. 22(3-4): 401-420 (2008)
Conference and Workshop Papers
- 2022
- [c26]Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:
Interactive Feature Extraction using Implicit Knowledge Elicitation : Application to Power System Expertise. HICSS 2022: 1-10 - [c25]Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:
Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks. IJCAI 2022: 5900-5903 - 2021
- [c24]Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:
Approche interactive d'extraction de variables interprétables et explicatives pour la gestion des contraintes du réseau électrique français. EGC 2021: 373-380 - 2020
- [c23]Alexandre Blansché, Lydia Boudjeloud:
Biclustering itératif par une approche évolutionnaire. EGC 2020: 403-404 - [c22]Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:
Interpretable Dimensionally-Consistent Feature Extraction from Electrical Network Sensors. ECML/PKDD (4) 2020: 444-460 - 2019
- [c21]Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala:
Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption. ECML/PKDD (3) 2019: 638-654 - 2018
- [c20]Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché:
K-spectral centroid: extension and optimizations. ESANN 2018 - 2017
- [c19]Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché:
K-Spectral Centroïd pour des données massives. EGC 2017: 129-140 - [c18]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Subspace Clustering et Visualisation des Flux de Données. EGC 2017: 327-332 - [c17]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Subspace Clustering and Visualization of Data Streams. VISIGRAPP (3: IVAPP) 2017: 259-265 - 2016
- [c16]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Big Data Clustering using Data Streams Approach. BDAW 2016: 42:1-42:8 - [c15]Lydia Boudjeloud, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques:
Clustering visuel semi-interactif. EGC 2016: 321-326 - [c14]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Approche de Clustering de Flux basée sur les Graphes de Voisinage. EGC 2016: 533-534 - [c13]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Incremental nearest neighborhood graph for data stream clustering. IJCNN 2016: 2468-2475 - 2015
- [c12]Lydia Boudjeloud-Assala, Philippe Pinheiro, Alexandre Blansché, Thomas Tamisier, Benoît Otjacques:
Visual and Dynamic Change Detection for Data Streams. ICONIP (3) 2015: 402-410 - 2014
- [c11]Lydia Boudjeloud-Assala, Minh Thuy Ta:
Determine Optimal Number of Clusters with an Elitist Evolutionary Approach. PAKDD (2) 2014: 324-335 - 2013
- [c10]Alexandre Blansché, Lydia Boudjeloud-Assala:
Processus itératif d'extraction de classes en non supervisée. EGC 2013: 9-14 - [c9]Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala:
An Efficient Clustering Method for Massive Dataset Based on DC Programming and DCA Approach. ICONIP (2) 2013: 538-545 - 2012
- [c8]Lydia Boudjeloud-Assala, Alexandre Blansché:
Iterative Evolutionary Subspace Clustering. ICONIP (1) 2012: 424-431 - [c7]Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala:
Clustering Data Stream by a Sub-window Approach Using DCA. MLDM 2012: 279-292 - 2011
- [c6]Lydia Boudjeloud, Hanane Azzag:
A cooperative biomimetic approach for high dimensional data mining. GECCO (Companion) 2011: 233-234 - 2010
- [c5]Lydia Boudjeloud-Assala, Hanane Azzag:
Approche biomimétique coopérative pour la visualisation de grands graphes multidimensionels. EGC 2010: 667-668 - 2006
- [c4]Lydia Boudjeloud, François Poulet:
Algorithme semi-interactif pour la sélection de dimensions. EGC 2006: 323-334 - [c3]Lydia Boudjeloud, François Poulet:
Semi Interactive Method for Data Mining. ICEIS (2) 2006: 3-10 - 2005
- [c2]Lydia Boudjeloud, François Poulet:
Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection. PAKDD 2005: 426-431 - 2004
- [c1]Lydia Boudjeloud, François Poulet:
Outlier Detection and Visualisation in High Dimensional Data. ICEIS (2) 2004: 485-488
Parts in Books or Collections
- 2016
- [p3]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Traitement de Flux par un Graphe de Voisinage Incrémental. Fouille de Données Complexes 2016: 15-36 - 2015
- [p2]Ibrahim Louhi, Lydia Boudjeloud-Assala, Thomas Tamisier:
Exploration and Visualization Approach for Outlier Detection on Log Files. New Trends in Intelligent Information and Database Systems 2015: 3-12 - 2013
- [p1]Minh Thuy Ta, Le Thi Hoai An, Lydia Boudjeloud-Assala:
Clustering Data Streams over Sliding Windows by DCA. Advanced Computational Methods for Knowledge Engineering 2013: 65-75
Editorship
- 2022
- [e2]Rakia Jaziri, Arnaud Martin, Marie-Christine Rousset, Lydia Boudjeloud-Assala, Fabrice Guillet:
Advances in Knowledge Discovery and Management - Volume 9 [Best of EGC 2019, Metz, France]. Studies in Computational Intelligence 1004, Springer 2022, ISBN 978-3-030-90286-5 [contents] - 2019
- [e1]Marie-Christine Rousset, Lydia Boudjeloud-Assala:
Extraction et Gestion des connaissances, EGC 2019, Metz, France, January 21-25, 2019. RNTI E-35, Éditions RNTI 2019, ISBN 979-10-96289-09-7 [contents]
Informal and Other Publications
- 2022
- [i1]Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant:
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression. CoRR abs/2202.04367 (2022)
Coauthor Index
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