Alexandre Quemy

According to our database, Alexandre Quemy authored at least 17 papers between 2015 and 2023.

Collaborative distances:

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

2023

A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository.

Alexandre Quemy, Robert Wrembel, Natalia Lopuszynska, George Papadakis, Agustín D. Delgado

Inf. Syst., October, 2023

ydata-profiling: Accelerating data-centric AI with high-quality data.

Fabiana Clemente, Gonçalo Martins Ribeiro, Alexandre Quemy, Miriam Seoane Santos, Ricardo Cardoso Pereira, Alex Barros

Neurocomputing, October, 2023

MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front.

Alexandre Quemy, Marc Schoenauer, Johann Dréo

CoRR, 2023

First steps towards quantum machine learning applied to the classification of event-related potentials.

Grégoire Cattan, Alexandre Quemy, Anton Andreev

CoRR, 2023

2022

ECHR-OD: On building an integrated open repository of legal documents for machine learning applications.

Alexandre Quemy, Robert Wrembel

Inf. Syst., 2022

2021

Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo.

Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Two-stage optimization for machine learning workflow.

Alexandre Quemy

Inf. Syst., 2020

GBEx - towards Graph-Based Explanations.

Pawel Mróz, Alexandre Quemy, Mateusz Slazynski, Krzysztof Kluza, Pawel Jemiolo

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

On Integrating and Classifying Legal Text Documents.

Alexandre Quemy, Robert Wrembel

Proceedings of the Database and Expert Systems Applications, 2020

2019

Binary classification in unstructured space with hypergraph case-based reasoning.

Alexandre Quemy

Inf. Syst., 2019

Data Pipeline Selection and Optimization.

Alexandre Quemy

Proceedings of the 21st International Workshop on Design, 2019

2018

European Court of Human Right Open Data project.

Alexandre Quemy

CoRR, 2018

Unsupervised Video Semantic Partitioning Using IBM Watson and Topic Modelling.

Alexandre Quemy, Krzysztof Jamrog, Marcin Janiszewski

Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

Binary Classification With Hypergraph Case-Based Reasoning.

Alexandre Quemy

Proceedings of the 20th International Workshop on Design, 2018

2017

Data Science Techniques for Law and Justice: Current State of Research and Open Problems.

Alexandre Quemy

Proceedings of the New Trends in Databases and Information Systems, 2017

2015

Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve.

Alexandre Quemy, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant

Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

True Pareto Fronts for Multi-objective AI Planning Instances.

Alexandre Quemy, Marc Schoenauer

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015