Hanene Azzag
Orcid: 0000-0001-6876-0688
According to our database1,
Hanene Azzag
authored at least 130 papers
between 2003 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
2005
2010
2015
2020
2025
0
5
10
15
20
1
1
1
1
11
4
4
2
2
4
1
1
2
1
1
1
2
9
6
1
5
5
5
6
2
3
7
6
6
7
3
4
1
2
3
3
1
3
2
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Context normalization: A new approach for the stability and improvement of neural network performance.
Data Knowl. Eng., 2025
2024
Exploring accuracy and interpretability trade-off in tabular learning with novel attention-based models.
Neural Comput. Appl., October, 2024
CoRR, 2024
Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection.
CoRR, 2024
CoRR, 2024
LightMDETR: A Lightweight Approach for Low-Cost Open-Vocabulary Object Detection Training.
CoRR, 2024
Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
One-Pass Generation of Multivariate Time Series through Conditional Multivariate Modeling.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Normalisation Contextuelle : Une Nouvelle Approche pour la Stabilité et l'Amélioration des Performances des Réseaux de Neurones.
Proceedings of the Extraction et Gestion des Connaissances, 2024
Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024
Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024
Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Regions of interest selection in histopathological images using subspace and multi-objective stream clustering.
Vis. Comput., April, 2023
Epigenetics Algorithms: Self-Reinforcement-Attention mechanism to regulate chromosomes expression.
CoRR, 2023
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
Selecting the Number of Clusters K with a Stability Trade-off: An Internal Validation Criterion.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Propriétés émergentes du multi-clustering bayésien non paramétrique: Application aux données d'images multivues.
Proceedings of the Extraction et Gestion des Connaissances, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
2022
Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation.
Comput. Stat. Data Anal., 2022
Transformer-based conditional generative adversarial network for multivariate time series generation.
CoRR, 2022
CoRR, 2022
Appl. Intell., 2022
Emerging properties from Bayesian Non-Parametric for multiple clustering: Application for multi-view image dataset.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering.
Neural Comput. Appl., 2021
Neural Comput. Appl., 2021
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021
2020
CoRR, 2020
Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Extraction et Gestion des Connaissances, 2020
Proceedings of the Extraction et Gestion des Connaissances, 2020
2019
A distributed approximate nearest neighbors algorithm for efficient large scale mean shift clustering.
J. Parallel Distributed Comput., 2019
Int. J. Bio Inspired Comput., 2019
A Distributed and Approximated Nearest Neighbors Algorithm for an Efficient Large Scale Mean Shift Clustering.
CoRR, 2019
Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2018
Int. J. Artif. Intell. Tools, 2018
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Extraction et Gestion des Connaissances, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
A Generic and Scalable Pipeline for Large-Scale Analytics of Continuous Aircraft Engine Data.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017
2016
Nearest neighbour estimators of density derivatives, with application to mean shift clustering.
Pattern Recognit. Lett., 2016
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016
Proceedings of the 26th International Conference on Inductive Logic Programming (Short papers), 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the INNS Conference on Big Data 2015, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015
Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Détection de nouveautés en utilisant un nouveau score de détection de "groupes-outliers".
Proceedings of the Fouille de Données Complexes, 2014, 2014
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
Group Outlier factor: a New Score using Self-Organising Map for Group-Outlier and Novelty Detection.
Int. J. Comput. Intell. Appl., 2013
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
Proceedings of the 17th International Conference on Information Visualisation, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013
2012
An artificial ants model for fast construction and approximation of proximity graphs.
Adapt. Behav., 2012
Proceedings of the 16th International Conference on Information Visualisation, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Proceedings of the Advances in Knowledge Discovery and Management, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011
2010
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Approche biomimétique coopérative pour la visualisation de grands graphes multidimensionels.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010
2009
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009
2008
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
A hierarchical ant based clustering algorithm and its use in three real-world applications.
Eur. J. Oper. Res., 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Construction incrémentale et visualisation de graphes de voisinage par des fourmis artificielles.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
2006
Proceedings of the Swarm Intelligence in Data Mining, 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the Biologically Inspired Cooperative Computing, 2006
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2006
2005
Proceedings of the 14th international conference on World Wide Web, 2005
2004
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
AntTree: A Web Document Clustering Using Artificial Ants.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004
2003
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003