Aurélie Bertaux

According to our database, Aurélie Bertaux authored at least 33 papers between 2006 and 2024.

Collaborative distances:

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

2024

Combining Machine Learning and Ontology: A Systematic Literature Review.

Sarah Ghidalia, Ouassila Labbani-Narsis, Aurélie Bertaux, Christophe Nicolle

CoRR, 2024

2023

Condensed Representations of Association Rules in n-Ary Relations.

Alexandre Bazin, Nicolas Gros, Aurélie Bertaux, Christophe Nicolle

IEEE Trans. Knowl. Data Eng., May, 2023

Automating Physical Knowledge Integration in Machine Learning.

Sarah Ghidalia, Ouassila Labbani-Narsis, Aurélie Bertaux, Christophe Nicolle

Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

2020

Preventing Overlaps in Agglomerative Hierarchical Conceptual Clustering.

Quentin Brabant, Amira Mouakher, Aurélie Bertaux

Proceedings of the Ontologies and Concepts in Mind and Machine, 2020

2019

An Ontology-Based Monitoring System in Vineyards of the Burgundy Region.

Amira Mouakher, Rami Belkaroui, Aurélie Bertaux, Ouassila Labbani, Clémentine Hugol-Gential, Christophe Nicolle

Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

Ontology for Smart Viticulture: Integrating Inference Rules Based on Sensor Data.

Amira Mouakher, Aurélie Bertaux, Ouassila Labbani, Clémentine Hugol-Gential, Christophe Nicolle

Proceedings of the Service-Oriented Computing - ICSOC 2019 Workshops, 2019

WINECLOUD: Une ontologie d'événements pour la modélisation sémantique des données de capteurs hétérogènes.

Rami Belkaroui, Amira Mouakher, Aurélie Bertaux, Ouassila Labbani, Clémentine Hugol-Gential, Christophe Nicolle

Proceedings of the Extraction et Gestion des connaissances, 2019

Représentation condensée de règles d'association multidimensionnelles.

Alexandre Bazin, Aurélie Bertaux, Christophe Nicolle

Proceedings of the Extraction et Gestion des connaissances, 2019

Vers l'Intuition Artificielle (Toward Artificial Intuition).

Aurélie Bertaux

, 2019

2018

Scenario analysis, from BigData to black swan.

Marwan Batrouni, Aurélie Bertaux, Christophe Nicolle

Comput. Sci. Rev., 2018

Towards events ontology based on data sensors network for viticulture domain.

Rami Belkaroui, Aurélie Bertaux, Ouassila Labbani, Clémentine Hugol-Gential, Christophe Nicolle

Proceedings of the 8th International Conference on the Internet of Things, 2018

Analyse Ontologique de scénario dans un contexte Big Data.

Marwan Batrouni, Aurélie Bertaux, Christophe Nicolle

Proceedings of the Extraction et Gestion des Connaissances, 2018

k-Partite Graphs as Contexts.

Alexandre Bazin, Aurélie Bertaux

Proceedings of the Fourteenth International Conference on Concept Lattices and Their Applications, 2018

Intelligent Cloud Storage Management for Layered Tiers.

Marwan Batrouni, Steven Finch, Scott Wilson, Aurélie Bertaux, Christophe Nicolle

Proceedings of the Cooperative Design, Visualization, and Engineering, 2018

2017

Ontology-based approach for unsupervised and adaptive focused crawling.

Thomas Hassan, Christophe Cruz, Aurélie Bertaux

Proceedings of The International Workshop on Semantic Big Data, 2017

2016

Hierarchical Multi-Label Classification Using Web Reasoning for Large Datasets.

Rafael Peixoto, Thomas Hassan, Christophe Cruz, Aurélie Bertaux, Nuno Silva

Open J. Semantic Web, 2016

An unsupervised classification process for large datasets using web reasoning.

Rafael Peixoto, Thomas Hassan, Christophe Cruz, Aurélie Bertaux, Nuno Silva

Proceedings of the International Workshop on Semantic Big Data, 2016

2015

An ontology-based approach for the reconstruction and analysis of digital incidents timelines.

Yoan Chabot, Aurélie Bertaux, Christophe Nicolle, M. Tahar Kechadi

Digit. Investig., 2015

Semantic HMC: A Predictive Model Using Multi-label Classification for Big Data.

Rafael Peixoto, Thomas Hassan, Christophe Cruz, Aurélie Bertaux, Nuno Silva

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation.

Yannick Benezeth, Aurélie Bertaux, Aldric Manceau

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Classification multi-label par raisonnement logique pour l'indexation sémantique de documents.

David Werner, Christophe Cruz, Aurélie Bertaux

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

A complete formalized knowledge representation model for advanced digital forensics timeline analysis.

Yoan Chabot, Aurélie Bertaux, Christophe Nicolle, M. Tahar Kechadi

Digit. Investig., 2014

Automatic Timeline Construction and Analysis for Computer Forensics Purposes.

Yoan Chabot, Aurélie Bertaux, Christophe Nicolle, M. Tahar Kechadi

Proceedings of the IEEE Joint Intelligence and Security Informatics Conference, 2014

Evaluation de la pertinence dans un système de recommandation sémantique de nouvelles économiques.

David Werner, Christophe Cruz, Aurélie Bertaux

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Reconstruction et analyse sémantique de chronologies cybercriminelles.

Yoan Chabot, Aurélie Bertaux, M. Tahar Kechadi, Christophe Nicolle

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Semantic HMC for big data analysis.

Thomas Hassan, Rafael Peixoto, Christophe Cruz, Aurélie Bertaux, Nuno Silva

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Towards a Framework for Semantic Exploration of Frequent Patterns.

Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset

Proceedings of the 3rd International Workshop on Information Management for Mobile Applications, 2013

2012

Debugging embedded multimedia application traces through periodic pattern mining.

Patricia López Cueva, Aurélie Bertaux, Alexandre Termier, Jean-François Méhaut, Miguel Santana

Proceedings of the 12th International Conference on Embedded Software, 2012

2010

Treillis de Galois pour les contextes multi-valués flous. Application à l'étude des traits de vie en hydrobiologie. (Galois Lattices for fuzzy many-valued contexts. Application to life traits study in hydrobiology).

Aurélie Bertaux

PhD thesis, 2010

2009

Identifying Ecological Traits: A Concrete FCA-Based Approach.

Aurélie Bertaux, Florence Le Ber, Agnès Braud, Michèle Trémolières

Proceedings of the Formal Concept Analysis, 7th International Conference, 2009

Correspondances de Galois pour la manipulation de contextes flous multi-valués.

Aurélie Bertaux, Florence Le Ber, Agnès Braud

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2007

Mining Complex Hydrobiological Data with Galois Lattices.

Aurélie Bertaux, Agnès Braud, Florence Le Ber

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006

Extension de l'algorithme CURE aux fouilles de données.

Jerzy Korczak, Aurélie Bertaux

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