Alexandre Quemy

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 20

Top Topics

Evolutionary Computation

Automated Design

Binary Classification

Top Venues

Publications

Alexandre Quemy, Robert Wrembel, Natalia Lopuszynska, George Papadakis, Agustín D. Delgado
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository. Inf. Syst. 119 (2023)
Fabiana Clemente, Gonçalo Martins Ribeiro, Alexandre Quemy, Miriam Seoane Santos, Ricardo Cardoso Pereira, Alex Barros
ydata-profiling: Accelerating data-centric AI with high-quality data. Neurocomputing 554 (2023)
Alexandre Quemy, Marc Schoenauer, Johann Dréo
MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front. CoRR (2023)
Grégoire Cattan, Alexandre Quemy, Anton Andreev
First steps towards quantum machine learning applied to the classification of event-related potentials. CoRR (2023)
Alexandre Quemy, Robert Wrembel
ECHR-OD: On building an integrated open repository of legal documents for machine learning applications. Inf. Syst. 106 (2022)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics - 22 Years of Paradiseo -. CoRR (2021)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. GECCO Companion (2021)
Alexandre Quemy, Robert Wrembel
On Integrating and Classifying Legal Text Documents. DEXA (1) (2020)
Pawel Mróz, Alexandre Quemy, Mateusz Slazynski, Krzysztof Kluza, Pawel Jemiolo
GBEx - towards Graph-Based Explanations. ICTAI (2020)
Alexandre Quemy
Two-stage optimization for machine learning workflow. Inf. Syst. 92 (2020)
Alexandre Quemy
Two-stage Optimization for Machine Learning Workflow. CoRR (2019)
Alexandre Quemy
Binary classification in unstructured space with hypergraph case-based reasoning. Inf. Syst. 85 (2019)
Alexandre Quemy
Data Pipeline Selection and Optimization. DOLAP (2019)
Alexandre Quemy
Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning. CoRR (2018)
Alexandre Quemy, Krzysztof Jamrog, Marcin Janiszewski
Unsupervised Video Semantic Partitioning Using IBM Watson and Topic Modelling. EDBT/ICDT Workshops (2018)
Alexandre Quemy
European Court of Human Right Open Data project. CoRR (2018)
Alexandre Quemy
Binary Classification With Hypergraph Case-Based Reasoning. DOLAP (2018)
Alexandre Quemy
Data Science Techniques for Law and Justice: Current State of Research and Open Problems. ADBIS (Short Papers and Workshops) (2017)
Alexandre Quemy, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve. LION (2015)
Alexandre Quemy, Marc Schoenauer
True Pareto Fronts for Multi-objective AI Planning Instances. EvoCOP (2015)