Serge Guillaume

56 papers B 9C 1Journal 34Unranked 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep clustering framework review using multicriteria evaluation.
Knowl. Based Syst.
Frédéric Ros, Rabia Riad, Serge Guillaume
2023 J jnl
PDBI: A partitioning Davies-Bouldin index for clustering evaluation.
Neurocomputing
Frédéric Ros, Rabia Riad, Serge Guillaume
2022 J jnl
Detection of natural clusters via
Knowl. Based Syst.
Frédéric Ros, Serge Guillaume, Rabia Riad, Mohamed El Hajji
2022 J jnl
Path-scan: A novel clustering algorithm based on core points and connexity.
Expert Syst. Appl.
Frédéric Ros, Serge Guillaume, Rabia Riad
2021 J jnl
A progressive sampling framework for clustering.
Neurocomputing
Frédéric Ros, Serge Guillaume
2020 J jnl
A fuzzy logic based soil chemical quality index for cacao.
Comput. Electron. Agric.
Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar
2020 J jnl
An algorithm for computing the generalized interaction index for
J. Intell. Fuzzy Syst.
Javier Murillo, Serge Guillaume, Tewfik Sari, Pilar Bulacio
2020 — conf
Combining Spatial Data Layers using Fuzzy Inference Systems: Application to an Agronomic Case Study.
GISTAM
Serge Guillaume, Terry Bates, Jean-Luc Lablée, Thom Betts, James Taylor
2020 — conf
Fuzzy Inference System as an Aggregation Operator - Application to the Design of a Soil Chemical Quality Index.
IPMU (2)
Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar
2019 J jnl
A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise.
Expert Syst. Appl.
Frédéric Ros, Serge Guillaume
2019 J jnl
Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards.
Comput. Electron. Agric.
Asier Uribeetxebarria, José A. Martínez-Casasnovas, Bruno Tisseyre, Serge Guillaume, Alexandre Escolà, Joan Ramón Rosell-Polo, Jaume Arnó
2018 J jnl
ProTraS: A probabilistic traversing sampling algorithm.
Expert Syst. Appl.
Frédéric Ros, Serge Guillaume
2017 J jnl
DIDES: a fast and effective sampling for clustering algorithm.
Knowl. Inf. Syst.
Frédéric Ros, Serge Guillaume
2017 J jnl
k-maxitive fuzzy measures: A scalable approach to model interactions.
Fuzzy Sets Syst.
Javier Murillo, Serge Guillaume, Pilar Bulacio
2016 J jnl
A spectral envelope approach towards effective SVM-RFE on infrared data.
Pattern Recognit. Lett.
Flavio E. Spetale, Pilar Bulacio, Serge Guillaume, Javier Murillo, Elizabeth Tapia
2016 J jnl
DENDIS: A new density-based sampling for clustering algorithm.
Expert Syst. Appl.
Frédéric Ros, Serge Guillaume
2015 J jnl
A fast and flexible instance selection algorithm adapted to non-trivial database sizes.
Intell. Data Anal.
Frédéric Ros, Rachid Harba, Marco Pintore, Serge Guillaume
2015 — conf
A new density-based sampling algorithm.
IFSA-EUSFLAT
Frédéric Ros, Serge Guillaume
2015 J jnl
Set characterization-selection towards classification based on interaction index.
Fuzzy Sets Syst.
Javier Murillo, Serge Guillaume, Flavio E. Spetale, Elizabeth Tapia, Pilar Bulacio
2014 — conf
Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor.
IPMU (1)
Cécile Coulon-Leroy, Brigitte Charnomordic, Marie Thiollet-Scholtus, Serge Guillaume
2013 B conf
Fuzzy partition-based distance practical use and implementation.
FUZZ-IEEE
Serge Guillaume, Brigitte Charnomordic
2013 J jnl
Fuzzy partitions: A way to integrate expert knowledge into distance calculations.
Inf. Sci.
Serge Guillaume, Brigitte Charnomordic, Patrice Loisel
2013 J jnl
Revised HLMS: A useful algorithm for fuzzy measure identification.
Inf. Fusion
Javier Murillo, Serge Guillaume, Elizabeth Tapia, Pilar Bulacio
2013 J jnl
Soft computing-based decision support tools for spatial data.
Int. J. Comput. Intell. Syst.
Serge Guillaume, Brigitte Charnomordic, Bruno Tisseyre, James Taylor
2013 J jnl
Systèmes d'inférence floue : collaboration expertise et données dans un environnement de modélisation intégrée à l'aide de FisPro.
Rev. d'Intelligence Artif.
Serge Guillaume, Brigitte Charnomordic
2012 J jnl
Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro.
Expert Syst. Appl.
Serge Guillaume, Brigitte Charnomordic
2012 B conf
Open source software for modelling using agro-environmental georeferenced data.
FUZZ-IEEE
Serge Guillaume, Brigitte Charnomordic, Bruno Tisseyre
2012 B conf
Parameter optimization of a fuzzy inference system using the FisPro open source software.
FUZZ-IEEE
Serge Guillaume, Brigitte Charnomordic
2011 — conf
A numerical distance based on fuzzy partitions.
EUSFLAT Conf.
Serge Guillaume, Brigitte Charnomordic, Patrice Loisel
2011 — conf
Fuzzy Logic Approach for Spatially Variable Nitrogen Fertilization of Corn Based on Soil, Crop and Precipitation Information.
ICCSA (1)
Yacine Bouroubi, Nicolas Tremblay, Philippe Vigneault, Carl Bélec, Bernard Panneton, Serge Guillaume
2011 J jnl
Learning interpretable fuzzy inference systems with FisPro.
Inf. Sci.
Serge Guillaume, Brigitte Charnomordic
2011 — conf
On the convergence of HLMS Algorithm.
EUSFLAT Conf.
Javier Murillo, Serge Guillaume, Elizabeth Tapia, Pilar Bulacio
2010 J jnl
A selection approach for scalable fuzzy integral combination.
Inf. Fusion
Pilar Bulacio, Serge Guillaume, Elizabeth Tapia, Luis Magdalena
2010 B conf
Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using FisPro.
FUZZ-IEEE
Serge Guillaume, Brigitte Charnomordic
2009 — conf
Complementary Source Information Cooperation Within a Decision System for Crop Monitoring.
IFSA/EUSFLAT Conf.
Mahmoud El Hajj, Serge Guillaume, Agnes Begue
2009 J jnl
Practical Inference With Systems of Gradual Implicative Rules.
IEEE Trans. Fuzzy Syst.
Hazaël Jones, Brigitte Charnomordic, Didier Dubois, Serge Guillaume
2008 J jnl
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem
CoRR
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2008 C conf
Combining multi-source information for crop monitoring.
FUSION
Mahmoud El Hajj, Agnès Bégué, Serge Guillaume, Jean-François Martiné
2008 J jnl
HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism.
Int. J. Intell. Syst.
José Maria Alonso, Luis Magdalena, Serge Guillaume
2008 J jnl
Hybrid genetic algorithm for dual selection.
Pattern Anal. Appl.
Frédéric Ros, Serge Guillaume, Marco Pintore, Jacques R. Chrétien
2007 B conf
A Practical Inference Method with Several Implicative Gradual Rules and a Fuzzy Input: One and Two Dimensions.
FUZZ-IEEE
Hazaël Jones, Didier Dubois, Serge Guillaume, Brigitte Charnomordic
2007 J jnl
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem.
Fuzzy Sets Syst.
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2007 B conf
Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off.
FUZZ-IEEE
José Maria Alonso, Oscar Cordón, Serge Guillaume, Luis Magdalena
2007 J jnl
Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles.
J. Intell. Robotic Syst.
José Maria Alonso, Luis Magdalena, Serge Guillaume, Miguel Ángel Sotelo, Luis Miguel Bergasa, Manuel Ocaña, Ramón Flores
2007 J jnl
Spatial data fusion for qualitative estimation of fuzzy request zones: Application on precision viticulture.
Fuzzy Sets Syst.
Jean-Noël Paoli, Olivier Strauss, Bruno Tisseyre, J.-M. Roger, Serge Guillaume
2007 B conf
Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem.
FUZZ-IEEE
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
2006 J jnl
Expert guided integration of induced knowledge into a fuzzy knowledge base.
Soft Comput.
Serge Guillaume, Luis Magdalena
2005 — conf
A Simplification Process of Linguistic Knowledge Bases.
EUSFLAT Conf.
José Maria Alonso, Luis Magdalena, Serge Guillaume
2005 — conf
Integrating induced knowledge in an expert fuzzy-based system for intelligent motion analysis on ground robots.
EUSFLAT Conf.
José Maria Alonso, Luis Magdalena, Serge Guillaume, Miguel Ángel Sotelo, Luis Miguel Bergasa, Manuel Ocaña
2005 — conf
Practical use of fuzzy implicative gradual rules in knowledge representation and comparison with Mamdani rules.
EUSFLAT Conf.
Hazaël Jones, Serge Guillaume, Brigitte Charnomordic, Didier Dubois
2004 J jnl
Generating an interpretable family of fuzzy partitions from data.
IEEE Trans. Fuzzy Syst.
Serge Guillaume, Brigitte Charnomordic
2004 B conf
KBCT: a knowledge extraction and representation tool for fuzzy logic based systems.
FUZZ-IEEE
José Maria Alonso, Luis Magdalena, Serge Guillaume
2003 — conf
Expert and induced knowledge for intelligent motion analysis of ground robots.
EUSFLAT Conf.
Serge Guillaume, Luis Magdalena, Miguel Ángel Sotelo, Luis Miguel Bergasa, Ramón Flores, Manuel Ocaña
2001 B conf
A Distance Metric Suitable for Fuzzy Partitioning.
FUZZ-IEEE
Serge Guillaume, Brigitte Charnomordic, André Titli
2001 J jnl
Designing fuzzy inference systems from data: An interpretability-oriented review.
IEEE Trans. Fuzzy Syst.
Serge Guillaume
2001 J jnl
Knowledge discovery for control purposes in food industry databases.
Fuzzy Sets Syst.
Serge Guillaume, Brigitte Charnomordic