Sergio Peignier

21 papers A 1B 4Misc 3Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Decoding Gene Regulation in Alzheimer's Disease with Transfer Learning and Explainable Machine Learning.
CMSB
Sergio Peignier, Amanda Lo Van, Yann Meunier, Elea Pauliat, Matis Zouari, Federica Calevro
2025 J jnl
Explaining Random Forest and XGBoost with Shallow Decision Trees by Co-clustering Feature Importance.
Mach. Learn.
Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2025 Misc conf
GSHAPA: Gene Set Analysis for Single-Cell RNAseq Using Random Forest and SHAP Values.
SAC
Sara Khademioureh, Irina Dinu, Sergio Peignier
2025 — conf
Re_actShap : détection de rebranchements des réseaux de régulation d'expression génique à l'aide des valeurs SHAP.
EGC
Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024 — conf
Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost.
DS (1)
Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024 — conf
Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data.
ICDM (Workshops)
Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2024 J jnl
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values.
IEEE Access
Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti
2023 J jnl
Detection of Aphids on Hyperspectral Images Using One-Class SVM and Laplacian of Gaussians.
Remote. Sens.
Sergio Peignier, Virginie Lacotte, Marie-Gabrielle Duport, Patrice Baa-Puyoulet, Jean-Christophe Simon, Federica Calevro, Abdelaziz Heddi, Pedro da Silva
2023 J jnl
Ensemble Learning Based Gene Regulatory Network Inference.
Int. J. Artif. Intell. Tools
Sergio Peignier, Baptiste Sorin, Federica Calevro
2021 B conf
Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding.
ICTAI
Mounir Atiq, Sergio Peignier, Mathilde Mougeot
2021 J jnl
Data-driven Gene Regulatory Networks Inference Based on Classification Algorithms.
Int. J. Artif. Intell. Tools
Sergio Peignier, Pauline Schmitt, Federica Calevro
2021 B conf
Ensemble Learning Based Gene Regulatory Network Inference.
ICTAI
Sergio Peignier, Baptiste Sorin, Federica Calevro
2020 J jnl
Evolutionary subspace clustering using variable genome length.
Comput. Intell.
Sergio Peignier, Christophe Rigotti, Guillaume Beslon
2019 B conf
Data-Driven Gene Regulatory Network Inference Based on Classification Algorithms.
ICTAI
Sergio Peignier, Pauline Schmitt, Federica Calevro
2019 J jnl
Subspace Clustering for Situation Assessment in Aquatic Drones: A Sensitivity Analysis for State-Model Improvement.
Cybern. Syst.
Alberto Castellini, Manuele Bicego, Domenico Bloisi, Jason Blum, Francesco Masillo, Sergio Peignier, Alessandro Farinelli
2019 Misc conf
Subspace clustering for situation assessment in aquatic drones.
SAC
Alberto Castellini, Francesco Masillo, Manuele Bicego, Domenico Bloisi, Jason Blum, Alessandro Farinelli, Sergio Peignier
2019 B conf
Transfer Learning on Decision Tree with Class Imbalance.
ICTAI
Ludovic Minvielle, Mounir Atiq, Sergio Peignier, Mathilde Mougeot
2018 Misc conf
Weight-based search to find clusters around medians in subspaces.
SAC
Sergio Peignier, Christophe Rigotti, Anthony Rossi, Guillaume Beslon
2017 — conf
EvoMove: Evolutionary-based living musical companion.
ECAL
Sergio Peignier, Jonas Abernot, Christophe Rigotti, Guillaume Beslon
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
2015 A conf
Subspace Clustering Using Evolvable Genome Structure.
GECCO
Sergio Peignier, Christophe Rigotti, Guillaume Beslon