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2020 – today
- 2024
[j6]Lisa Chabrier
, Anton Crombach, Sergio Peignier, Christophe Rigotti:
Effective Pruning for Top-k Feature Search on the Basis of SHAP Values. IEEE Access 12: 163079-163092 (2024)- [c9]Ruggero G. Pensa, Anton Crombach, Sergio Peignier, Christophe Rigotti:
Combining SHAP-Driven Co-clustering and Shallow Decision Trees to Explain XGBoost. DS 2024: 369-384 - 2023
- [j5]Sergio Peignier, Baptiste Sorin, Federica Calevro:
Ensemble Learning Based Gene Regulatory Network Inference. Int. J. Artif. Intell. Tools 32(5): 2360005:1-2360005:23 (2023) - [j4]Sergio Peignier, Virginie Lacotte, Marie-Gabrielle Duport, Patrice Baa-Puyoulet, Jean-Christophe Simon, Federica Calevro, Abdelaziz Heddi, Pedro da Silva:
Detection of Aphids on Hyperspectral Images Using One-Class SVM and Laplacian of Gaussians. Remote. Sens. 15(8): 2103 (2023) - 2021
- [j3]Sergio Peignier, Pauline Schmitt, Federica Calevro:
Data-driven Gene Regulatory Networks Inference Based on Classification Algorithms. Int. J. Artif. Intell. Tools 30(4): 2150022:1-2150022:27 (2021) - [c8]Sergio Peignier, Baptiste Sorin, Federica Calevro:
Ensemble Learning Based Gene Regulatory Network Inference. ICTAI 2021: 113-120 - [c7]Mounir Atiq, Sergio Peignier, Mathilde Mougeot:
Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding. ICTAI 2021: 690-697 - 2020
- [j2]Sergio Peignier, Christophe Rigotti, Guillaume Beslon:
Evolutionary subspace clustering using variable genome length. Comput. Intell. 36(2): 574-612 (2020)
2010 – 2019
- 2019
- [j1]Alberto Castellini, Manuele Bicego, Domenico Bloisi, Jason Blum, Francesco Masillo, Sergio Peignier, Alessandro Farinelli:
Subspace Clustering for Situation Assessment in Aquatic Drones: A Sensitivity Analysis for State-Model Improvement. Cybern. Syst. 50(8): 658-671 (2019) - [c6]Ludovic Minvielle, Mounir Atiq, Sergio Peignier, Mathilde Mougeot:
Transfer Learning on Decision Tree with Class Imbalance. ICTAI 2019: 1003-1010 - [c5]Sergio Peignier, Pauline Schmitt, Federica Calevro:
Data-Driven Gene Regulatory Network Inference Based on Classification Algorithms. ICTAI 2019: 1065-1072 - [c4]Alberto Castellini, Francesco Masillo, Manuele Bicego, Domenico Bloisi, Jason Blum, Alessandro Farinelli, Sergio Peignier:
Subspace clustering for situation assessment in aquatic drones. SAC 2019: 930-937 - 2018
- [c3]Sergio Peignier, Christophe Rigotti, Anthony Rossi, Guillaume Beslon:
Weight-based search to find clusters around medians in subspaces. SAC 2018: 471-480 - 2017
- [b1]Sergio Peignier:
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). INSA de Lyon, France, 2017 - [c2]Sergio Peignier, Jonas Abernot, Christophe Rigotti, Guillaume Beslon:
EvoMove: Evolutionary-based living musical companion. ECAL 2017: 340-347 - 2015
- [c1]Sergio Peignier, Christophe Rigotti, Guillaume Beslon:
Subspace Clustering Using Evolvable Genome Structure. GECCO 2015: 575-582
Coauthor Index
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