Sergio Peignier

According to our database, Sergio Peignier authored at least 18 papers between 2015 and 2025.

Collaborative distances:

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

2025

GSHAPA: Gene Set Analysis for Single-Cell RNAseq Using Random Forest and SHAP Values.

Sara Khademioureh, Irina Dinu, Sergio Peignier

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Re_actShap : détection de rebranchements des réseaux de régulation d'expression génique à l'aide des valeurs SHAP.

Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti

Proceedings of the Extraction et Gestion des Connaissances, EGC 2025, 2025

2024

Effective Pruning for Top-k Feature Search on the Basis of SHAP Values.

Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti

IEEE Access, 2024

Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data.

Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti

Proceedings of the IEEE International Conference on Data Mining, 2024

Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost.

Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti

Proceedings of the Discovery Science - 27th International Conference, 2024

2023

Ensemble Learning Based Gene Regulatory Network Inference.

Sergio Peignier, Baptiste Sorin, Federica Calevro

Int. J. Artif. Intell. Tools, August, 2023

Detection of Aphids on Hyperspectral Images Using One-Class SVM and Laplacian of Gaussians.

Sergio Peignier, Virginie Lacotte, Marie-Gabrielle Duport, Patrice Baa-Puyoulet, Jean-Christophe Simon, Federica Calevro, Abdelaziz Heddi, Pedro da Silva

Remote. Sens., April, 2023

2021

Data-driven Gene Regulatory Networks Inference Based on Classification Algorithms.

Sergio Peignier, Pauline Schmitt, Federica Calevro

Int. J. Artif. Intell. Tools, 2021

Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding.

Mounir Atiq, Sergio Peignier, Mathilde Mougeot

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Evolutionary subspace clustering using variable genome length.

Sergio Peignier, Christophe Rigotti, Guillaume Beslon

Comput. Intell., 2020

2019

Subspace Clustering for Situation Assessment in Aquatic Drones: A Sensitivity Analysis for State-Model Improvement.

Alberto Castellini, Manuele Bicego, Domenico Bloisi, Jason Blum, Francesco Masillo, Sergio Peignier, Alessandro Farinelli

Cybern. Syst., 2019

Subspace clustering for situation assessment in aquatic drones.

Alberto Castellini, Francesco Masillo, Manuele Bicego, Domenico Bloisi, Jason Blum, Alessandro Farinelli, Sergio Peignier

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Data-Driven Gene Regulatory Network Inference Based on Classification Algorithms.

Sergio Peignier, Pauline Schmitt, Federica Calevro

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Transfer Learning on Decision Tree with Class Imbalance.

Ludovic Minvielle, Mounir Atiq, Sergio Peignier, Mathilde Mougeot

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Weight-based search to find clusters around medians in subspaces.

Sergio Peignier, Christophe Rigotti, Anthony Rossi, Guillaume Beslon

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2017

Subspace Clustering on Static Datasets and Dynamic Data Streams Using Bio­-Inspired Algorithms. (Subspace Clustering sur Jeux de Données Statiques et sur Streams Dynamiques à l'Aide d'Algorithmes Bio-Inspirés).

Sergio Peignier

PhD thesis, 2017

EvoMove: Evolutionary-based living musical companion.

Sergio Peignier, Jonas Abernot, Christophe Rigotti, Guillaume Beslon

Proceedings of the Fourteenth European Conference Artificial Life, 2017

2015

Subspace Clustering Using Evolvable Genome Structure.

Sergio Peignier, Christophe Rigotti, Guillaume Beslon

Proceedings of the Genetic and Evolutionary Computation Conference, 2015