Researcher profile · Semantic Scholar

Serge Iovleff

h-index: 6
Works: 36
Citations: 279

Most-cited papers

Rmixmod: The R Package of the Model-Based Unsupervised, Supervised and Semi-Supervised Classification Mixmod Library
R. Lebret, Serge Iovleff, F. Langrognet, C. Biernacki +2 more
2015112 citations Open access
Semantic Scholar
blockcluster: An R Package for Model Based Co-Clustering
Parmeet S. Bhatia, Serge Iovleff, G. Govaert
201761 citations Open access
Semantic Scholar
Linear diffusion with stationary switching regime
X. Guyon, Serge Iovleff, Jian-Feng Yao
200431 citations Open access
Semantic Scholar
Estimating a Nonstationary Spatial Structure Using Simulated Annealing
Serge Iovleff, O. Perrin
200428 citations
Semantic Scholar
Auto-associative models and generalized principal component analysis
S. Girard, Serge Iovleff
200524 citations Open access
Semantic Scholar
Nonlinear Principal Component Analysis, Manifolds and Projection Pursuit
S. Girard, Serge Iovleff
200710 citations
Semantic Scholar
Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis
Timothé Watteau, Aubin Bonnefoy, Simon Illouz-Laurent, Joaquim Jusseau +1 more
2024arXiv.org4 citations
Semantic Scholar
Three Stochastic Versions of the EM Algorithm for Estimating Longitudinal Rasch Model
A. Hamon, Serge Iovleff
20033 citations
Semantic Scholar
Probabilistic auto-associative models and semi-linear PCA
Serge Iovleff
2012Advances in Data Analysis and Classification2 citations Open access
Semantic Scholar
A New Probabilistic Representation of the Alternating Zeta Function and a New Selberg-like Integral Evaluation
Serge Iovleff
20221 citations
Semantic Scholar
Classification with Mixture Modelling [R package Rmixmod version 2.1.5]
F. Langrognet, R. Lebret, Christian Poli, Serge Iovleff +1 more
20201 citations
Semantic Scholar
A tutorial for blockcluster R package Version 4
Parmeet S. Bhatia, Serge Iovleff
20181 citations
Semantic Scholar
An R Package and C++ library for Latent block models: Theory, usage and applications
P. Bathia, Serge Iovleff, G. Govaert
20171 citations
Semantic Scholar
Coclustering Package for Binary, Categorical, Contingency andContinuous Data-Sets
Serge Iovleff, Parmeet S. Bhatia
20151 citations
Semantic Scholar
Clustering and Classification using Model-Based Mixture Models [R package MixAll version 1.5.1]
Serge Iovleff
20190 citations
Semantic Scholar
2 Block mixture models 2 . 1 Classical latent block model
Serge Iovleff, S. Sylla, C. Loucoubar
20190 citations
Semantic Scholar
Supervised classification of multidimensional and irregularly sampled signals
Alexandre Constantin, M. Fauvel, S. Girard, Serge Iovleff
20190 citations
Semantic Scholar
Estimation of Parsimonious Covariance Models for Gaussian Matrix Valued Random Variables for Multi-Dimensional Spectroscopic Data
Asmita Poddar, Serge Iovleff, F. Latimier
20180 citations
Semantic Scholar
Block clustering of Binary Data with Gaussian Co-variables
Serge Iovleff, S. Sylla, C. Loucoubar
20180 citations
Semantic Scholar
blockcluster, simerge and C++ with R
Serge Iovleff, S. Sylla
20180 citations
Semantic Scholar
Mixture Models with Missing data Classication of Satellite Image Time Series
Serge Iovleff, M. Fauvel, S. Girard, C. Preda +1 more
20170 citations
Semantic Scholar
MixAll: Clustering Mixed data with Missing Values
Serge Iovleff
20160 citations
Semantic Scholar
MixAll : Clustering Heterogenous data with Missing Values
Serge Iovleff
20150 citations
Semantic Scholar
An Interface for MIXMOD
R. Lebret, Serge Iovleff, F. Langrognet
20150 citations
Semantic Scholar
STK++ Integration to R using Rcpp
Serge Iovleff
20150 citations
Semantic Scholar
STK++ Core Library Integration to R using Rcpp
Serge Iovleff
20150 citations
Semantic Scholar
Clustering using Mixture Models
Serge Iovleff
20150 citations
Semantic Scholar
New Software and Platforms - BlockCluster package for co-clustering
Serge Iovleff, V. Kubicki
20140 citations
Semantic Scholar
New Software and Platforms - MIXMOD and Rmixmod package for mixed data
V. Kubicki, C. Biernacki, Serge Iovleff
20140 citations
Semantic Scholar
New Software and Platforms - HDPenReg package for penalized regressions in high dimension
Quentin Grimonprez, Serge Iovleff
20140 citations
Semantic Scholar
Software and Platforms - HDPenReg
Quentin Grimonprez, Serge Iovleff
20130 citations
Semantic Scholar
Software and Platforms - Rmixmod package for mixed data
C. Biernacki, Serge Iovleff, Parmeet S. Bhatia
20130 citations
Semantic Scholar
Software and Platforms - BlockCluster
Serge Iovleff, P. Bathia
20130 citations
Semantic Scholar
Bilateral Contracts and Grants with Industry - Hi Duty Free
C. Biernacki, Serge Iovleff
20130 citations
Semantic Scholar
Software for co-clustering of binary data
P. Bathia, Serge Iovleff, G. Govaert
20120 citations
Semantic Scholar
High-frequency approximation for the Helmholtz equation: A probabilistic approach
Serge Iovleff, J. León
19970 citations
Semantic Scholar

R. Lebret

×3

F. Langrognet×3

P. Bathia×3

S. Sylla×3

C. Loucoubar×2

M. Fauvel×2

V. Kubicki×2

Quentin Grimonprez×2