I’m interested in the discovery of knowledge in data. I mostly work with lattices and their n-dimensional generalisations, from the point of view of formal concept analysis. My main application focus is pattern mining in RDF data.
Pre-Prints and Submitted Works
- Polyadic Relational Concept Analysis. Alexandre Bazin, Jessie Galasso-Carbonnel, Giacomo Kahn. (pdf)
- Discovery of Link Keys in RDF Datasets based on Pattern Structures. Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli.
Journals
- Bounding the Number of Minimal Transversals in Tripartite 3-Uniform Hypergraphs. Alexandre Bazin, Laurent Beaudou, Giacomo Kahn, Kaveh Khoshkhah. Discrete Mathematics & Theoretical Computer Science, 2023. (Abstract) (pdf)
- Condensed Representations of Association Rules in n-ary Relations. Alexandre Bazin, Nicolas Gros, Aurélie Bertaux, Christophe Nicolle. IEEE Transactions on Knowledge and Data Engineering 2022. (Abstract) (pdf)
- A Novel Framework for Unification of Association Rule Mining, Online Analytical Processing and Statistical Reasoning.
- Steps Towards Causal Formal Concept Analysis. Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli. International Journal of Approximate Reasoning 2022. (Abstract) (pdf)
- On Implication Bases in n-Lattices. Alexandre Bazin. Discrete Applied Mathematics 2020. (Abstract) (pdf)
- A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data. Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo. Journal Of Computational Biology 2018. (Abstract) (pdf)
- A Depth-first Search Algorithm for Computing Pseudo-closed Sets. Alexandre Bazin. Discrete Applied Mathematics 2018. (Abstract) (pdf)
- Computing the Duquenne-Guigues Basis : An Algorithm for Choosing the Order. Alexandre Bazin and Jean-Gabriel Ganascia. International Journal of General Systems 2016. (Abstract) (pdf)
Conferences & Workshops
- Towards Analyzing Variability in Space and Time of Products from a Product Line using Triadic Concept Analysis. Alexandre Bazin, Marianne Huchard, Pierre Martin. Varivolution@SPLC2023. (Abstract) (pdf)
- A Triadic Generalisation of the Boolean Concept Lattice. Alexandre Bazin. ICFCA 2023. (Abstract) (pdf)
- A Study of the Discovery and Redundancy of Link Keys Between Two RDF Datasets Based on Partition Pattern Structures. Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli. CLA 2022. (Abstract) (pdf)
- Non-Redundant Link Keys in RDF Data: Preliminary Steps. Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli. FCA4AI 2021. (Abstract) (pdf)
- An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems. Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli. ICCS 2021, short paper. (Abstract) (pdf)
- Sandwich: an Algorithm for Discovering Relevant Link Keys in an LKPS Concept Lattice. Nacira Abbas, Alexandre Bazin, Jérôme David, Amedeo Napoli. ICFCA 2021, short paper. (Abstract) (pdf)
- Explaining multicriteria decision making with formal concept analysis. Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes and Amedeo Napoli. CLA 2020. (Abstract) (pdf)
- On-Demand Relational Concept Analysis. Alexandre Bazin, Jessie Carbonnel, Marianne Huchard, Giacomo Kahn, Priscilla Keip, Amirouche Ouzerdine. ICFCA 2019. (Abstract) (pdf)
- Reduction and Introducers in d-contexts. Alexandre Bazin and Giacomo Kahn. ICFCA 2019. (Abstract) (pdf)
- Représentation condensée de règles d’association multidimensionnelles. Alexandre Bazin, Aurélie Bertaux, Christophe Nicolle. EGC 2019. (Abstract : English, Français) (pdf)
- Du nombre maximum d’ensembles fermés en 3 dimensions. Alexandre Bazin, Laurent Beaudou, Giacomo Kahn, Kaveh Khoshkhah. EGC 2019. (Abstract : English, Français) (pdf)
- Bounding the Number of Minimal Transversals in Tripartite 3-Uniform Hypergraphs. Alexandre Bazin, Laurent Beaudou, Giacomo Kahn, Kaveh Khoshkhah. ICGT 2018. (Abstract) (pdf (journal version))
- k-Partite Graphs as Contexts. Alexandre Bazin and Aurélie Bertaux. CLA 2018. (Abstract) (pdf)
- Average Size of Implicational Bases. Giacomo Kahn and Alexandre Bazin. CLA 2018. (Abstract) (pdf)
- A De Novo Robust Clustering Approach for Amplicon-Based Sequence Data.’ Alexandre Bazin, Didier Debroas, Engelbert Mephu Nguifo. BAI@IJCAI 2017. (Abstract) (pdf)
- On-demand Generation of AOC-posets: Reducing the Complexity of Conceptual Navigation. Alexandre Bazin, Jessie Carbonnel, Giacomo Kahn. ISMIS 2017. (Abstract) (pdf)
- Comparing Algorithms for Computing Lower Covers of Implication-closed Sets. Alexandre Bazin. CLA 2016. (Abstract) (pdf)
- Depth-first Search for Pseudo-intents through Minimal Transversals. Alexandre Bazin. FCA&A@ICFCA 2015. (Abstract) (pdf)
- Enumerating Pseudo-Intents in a Partial Order. Alexandre Bazin and Jean-Gabriel Ganascia. CLA 2013. (Abstract) (pdf)
- Completing Terminological Axioms with Formal Concept Analysis. Alexandre Bazin and Jean-Gabriel Ganascia. ICFCA 2012. (Abstract) (pdf)
Thesis
- On the Enumeration of Pseudo-Intents : Choosing the Order and Extending to Partial Implications. Alexandre Bazin. (Abstract : English, Français) (pdf)
Projects
- SmartFCA
- Etude de la biosphère rare microbienne par une approche in silico : nouvelle méthode de classification ensembliste et modélisation
- Development of a predictive smart data platform for real time intelligence
- Functional Genomic, Epigenomic and ENvironment interplay to IMPACT the Understanding, diagnosis and management of healthy and pathological AGEing
- Enhancing Link Keys: Extraction and Reasoning