Designing Neural Networks from Statistical Models: A New Approach to Data Exploration. - Antonio Ciampi; Yves Lechevallier (KDD, 1995)

Réseaux de neurones et modèles statistiques. - Antonio Ciampi; Yves Lechevallier (Monde des Util. Anal. Données, 1995)

Clustering Large, Multi-level Data Sets: An Apporach Based on Kohonen Self Organizing Maps. - Antonio Ciampi; Yves Lechevallier (PKDD, 2000)

Trees and Induction Graphs for Multivariate Response. - Antonio Ciampi; Djamel A. Zighed; Jérémy Clech (PKDD, 2000)

Tree-structured subgroup analysis for censored survival data: Validation of computationally inexpensive model selection criteria. - Abdissa Negassa; Antonio Ciampi; Michal Abrahamowicz; Stanley Shapiro; Jean-François Boivin (Stat. Comput., 2005)

Hierarchical clustering of subpopulations with a dissimilarity based on the likelihood ratio statistic: application to clustering massive data sets. - Antonio Ciampi; Yves Lechevallier; Manuel Castejón Limas; Ana González-Marcos (Pattern Anal. Appl., 2008)

Proximity-Graph-Based Tools for DNA Clustering. - Imad Khoury; Godfried Toussaint; Antonio Ciampi; Isadora Antoniano (Encyclopedia of Data Warehousing and Mining, 2009)

L'arbre à nuds probabilistes: Une nouvelle approche à la construction d'arbres de prédictions. - Antonio Ciampi (Monde des Util. Anal. Données, 2010)

Model-Based Clustering of Longitudinal Data: Application to Modeling Disease Course and Gene Expression Trajectories. - Antonio Ciampi; Harlan Campbell; Alina Dyachenko; B. Rich; J. McCusker; M. G. Cole (Commun. Stat. Simul. Comput., 2012)

Two-Way Classification of a Data Table with Non Negative Entries: The Role of the χ2 Distance and Correspondence Analysis. - Antonio Ciampi; Alina Dyachenko; Ana González-Marcos; Yves Lechevallier (Commun. Stat. Simul. Comput., 2012)

funtooNorm: an R package for normalization of DNA methylation data when there are multiple cell or tissue types. - Kathleen Oros Klein; Stepan Grinek; Sasha Bernatsky; Luigi Bouchard; Antonio Ciampi; Ines Colmegna; Jean-Philippe Fortin; Long Gao; Marie-France Hivert; Marie Hudson; Michael S. Kobor; Aurélie Labbe; et al. (Bioinform., 2016)

SeSaMe: Metagenome Sequence Classification of Arbuscular Mycorrhizal Fungi-associated Microorganisms. - Jee Eun Kang; Antonio Ciampi; Mohamed Hijri (Genom. Proteom. Bioinform., 2020)

SeSaMe PS Function: Functional Analysis of the Whole Metagenome Sequencing Data of the Arbuscular Mycorrhizal Fungi. - Jee Eun Kang; Antonio Ciampi; Mohamed Hijri (Genom. Proteom. Bioinform., 2020)