A Distance Metric Suitable for Fuzzy Partitioning. - Serge Guillaume; Brigitte Charnomordic; André Titli (FUZZ-IEEE, 2001)

Knowledge discovery for control purposes in food industry databases. - Serge Guillaume; Brigitte Charnomordic (Fuzzy Sets Syst., 2001)

Designing fuzzy inference systems from data: An interpretability-oriented review. - Serge Guillaume (IEEE Trans. Fuzzy Syst., 2001)

Expert and induced knowledge for intelligent motion analysis of ground robots. - Serge Guillaume; Luis Magdalena; Miguel Ángel Sotelo; Luis Miguel Bergasa; Ramón Flores; Manuel Ocaña (EUSFLAT Conf., 2003)

KBCT: a knowledge extraction and representation tool for fuzzy logic based systems. - José Maria Alonso; Luis Magdalena; Serge Guillaume (FUZZ-IEEE, 2004)

Generating an interpretable family of fuzzy partitions from data. - Serge Guillaume; Brigitte Charnomordic (IEEE Trans. Fuzzy Syst., 2004)

A Simplification Process of Linguistic Knowledge Bases. - José Maria Alonso; Luis Magdalena; Serge Guillaume (EUSFLAT Conf., 2005)

Integrating induced knowledge in an expert fuzzy-based system for intelligent motion analysis on ground robots. - José Maria Alonso; Luis Magdalena; Serge Guillaume; Miguel Ángel Sotelo; Luis Miguel Bergasa; Manuel Ocaña (EUSFLAT Conf., 2005)

Practical use of fuzzy implicative gradual rules in knowledge representation and comparison with Mamdani rules. - Hazaël Jones; Serge Guillaume; Brigitte Charnomordic; Didier Dubois (EUSFLAT Conf., 2005)

Expert guided integration of induced knowledge into a fuzzy knowledge base. - Serge Guillaume; Luis Magdalena (Soft Comput., 2006)

Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off. - José Maria Alonso; Oscar Cordón; Serge Guillaume; Luis Magdalena (FUZZ-IEEE, 2007)

Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem. - Sébastien Destercke; Serge Guillaume; Brigitte Charnomordic (FUZZ-IEEE, 2007)

A Practical Inference Method with Several Implicative Gradual Rules and a Fuzzy Input: One and Two Dimensions. - Hazaël Jones; Didier Dubois; Serge Guillaume; Brigitte Charnomordic (FUZZ-IEEE, 2007)

Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem. - Sébastien Destercke; Serge Guillaume; Brigitte Charnomordic (Fuzzy Sets Syst., 2007)

Spatial data fusion for qualitative estimation of fuzzy request zones: Application on precision viticulture. - Jean-Noël Paoli; Olivier Strauss; Bruno Tisseyre; J.-M. Roger; Serge Guillaume (Fuzzy Sets Syst., 2007)

Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles. - José Maria Alonso; Luis Magdalena; Serge Guillaume; Miguel Ángel Sotelo; Luis Miguel Bergasa; Manuel Ocaña; Ramón Flores (J. Intell. Robotic Syst., 2007)

Combining multi-source information for crop monitoring. - Mahmoud El Hajj; Agnès Bégué; Serge Guillaume; Jean-François Martiné (FUSION, 2008)

HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism. - José Maria Alonso; Luis Magdalena; Serge Guillaume (Int. J. Intell. Syst., 2008)

Hybrid genetic algorithm for dual selection. - Frédéric Ros; Serge Guillaume; Marco Pintore; Jacques R. Chrétien (Pattern Anal. Appl., 2008)

Complementary Source Information Cooperation Within a Decision System for Crop Monitoring. - Mahmoud El Hajj; Serge Guillaume; Agnes Begue (IFSA/EUSFLAT Conf., 2009)

Practical Inference With Systems of Gradual Implicative Rules. - Hazaël Jones; Brigitte Charnomordic; Didier Dubois; Serge Guillaume (IEEE Trans. Fuzzy Syst., 2009)

Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using FisPro. - Serge Guillaume; Brigitte Charnomordic (FUZZ-IEEE, 2010)

A selection approach for scalable fuzzy integral combination. - Pilar Bulacio; Serge Guillaume; Elizabeth Tapia; Luis Magdalena (Inf. Fusion, 2010)

A numerical distance based on fuzzy partitions. - Serge Guillaume; Brigitte Charnomordic; Patrice Loisel (EUSFLAT Conf., 2011)

On the convergence of HLMS Algorithm. - Javier Murillo; Serge Guillaume; Elizabeth Tapia; Pilar Bulacio (EUSFLAT Conf., 2011)

Fuzzy Logic Approach for Spatially Variable Nitrogen Fertilization of Corn Based on Soil, Crop and Precipitation Information. - Yacine Bouroubi; Nicolas Tremblay; Philippe Vigneault; Carl Bélec; Bernard Panneton; Serge Guillaume (ICCSA (1), 2011)

Learning interpretable fuzzy inference systems with FisPro. - Serge Guillaume; Brigitte Charnomordic (Inf. Sci., 2011)

Parameter optimization of a fuzzy inference system using the FisPro open source software. - Serge Guillaume; Brigitte Charnomordic (FUZZ-IEEE, 2012)

Open source software for modelling using agro-environmental georeferenced data. - Serge Guillaume; Brigitte Charnomordic; Bruno Tisseyre (FUZZ-IEEE, 2012)

Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro. - Serge Guillaume; Brigitte Charnomordic (Expert Syst. Appl., 2012)

Fuzzy partition-based distance practical use and implementation. - Serge Guillaume; Brigitte Charnomordic (FUZZ-IEEE, 2013)

Soft computing-based decision support tools for spatial data. - Serge Guillaume; Brigitte Charnomordic; Bruno Tisseyre; James Taylor 002 (Int. J. Comput. Intell. Syst., 2013)

Revised HLMS: A useful algorithm for fuzzy measure identification. - Javier Murillo; Serge Guillaume; Elizabeth Tapia; Pilar Bulacio (Inf. Fusion, 2013)

Fuzzy partitions: A way to integrate expert knowledge into distance calculations. - Serge Guillaume; Brigitte Charnomordic; Patrice Loisel (Inf. Sci., 2013)

Systèmes d'inférence floue : collaboration expertise et données dans un environnement de modélisation intégrée à l'aide de FisPro. - Serge Guillaume; Brigitte Charnomordic (Rev. d'Intelligence Artif., 2013)

Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor. - Cécile Coulon-Leroy; Brigitte Charnomordic; Marie Thiollet-Scholtus; Serge Guillaume (IPMU (1), 2014)

A new density-based sampling algorithm. - Frédéric Ros; Serge Guillaume (IFSA-EUSFLAT, 2015)

Set characterization-selection towards classification based on interaction index. - Javier Murillo; Serge Guillaume; Flavio E. Spetale; Elizabeth Tapia; Pilar Bulacio (Fuzzy Sets Syst., 2015)

A fast and flexible instance selection algorithm adapted to non-trivial database sizes. - Frédéric Ros; Rachid Harba; Marco Pintore; Serge Guillaume (Intell. Data Anal., 2015)

DENDIS: A new density-based sampling for clustering algorithm. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2016)

A spectral envelope approach towards effective SVM-RFE on infrared data. - Flavio E. Spetale; Pilar Bulacio; Serge Guillaume; Javier Murillo; Elizabeth Tapia (Pattern Recognit. Lett., 2016)

k-maxitive fuzzy measures: A scalable approach to model interactions. - Javier Murillo; Serge Guillaume; Pilar Bulacio (Fuzzy Sets Syst., 2017)

DIDES: a fast and effective sampling for clustering algorithm. - Frédéric Ros; Serge Guillaume (Knowl. Inf. Syst., 2017)

ProTraS: A probabilistic traversing sampling algorithm. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2018)

Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards. - Asier Uribeetxebarria; José A. Martínez-Casasnovas; Bruno Tisseyre; Serge Guillaume; Alexandre Escolà; Joan Ramón Rosell-Polo; Jaume Arnó (Comput. Electron. Agric., 2019)

A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2019)

Munec: a mutual neighbor-based clustering algorithm. - Frédéric Ros; Serge Guillaume (Inf. Sci., 2019)

Combining Spatial Data Layers using Fuzzy Inference Systems: Application to an Agronomic Case Study. - Serge Guillaume; Terry Bates; Jean-Luc Lablée; Thom Betts; James Taylor 002 (GISTAM, 2020)

Fuzzy Inference System as an Aggregation Operator - Application to the Design of a Soil Chemical Quality Index. - Denys Yohana Mora-Herrera; Serge Guillaume; Didier Snoeck; Orlando Zúñiga Escobar (IPMU (2), 2020)

A fuzzy logic based soil chemical quality index for cacao. - Denys Yohana Mora-Herrera; Serge Guillaume; Didier Snoeck; Orlando Zúñiga Escobar (Comput. Electron. Agric., 2020)

An algorithm for computing the generalized interaction index for k-maxitive fuzzy measures. - Javier Murillo; Serge Guillaume; Tewfik Sari; Pilar Bulacio (J. Intell. Fuzzy Syst., 2020)

KdMutual: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion. - Frédéric Ros; Serge Guillaume; Mohamed El Hajji; Rabia Riad (Knowl. Based Syst., 2020)

A progressive sampling framework for clustering. - Frédéric Ros; Serge Guillaume (Neurocomputing, 2021)

Path-scan: A novel clustering algorithm based on core points and connexity. - Frédéric Ros; Serge Guillaume; Rabia Riad (Expert Syst. Appl., 2022)

Detection of natural clusters via S-DBSCAN a Self-tuning version of DBSCAN. - Frédéric Ros; Serge Guillaume; Rabia Riad; Mohamed El Hajji (Knowl. Based Syst., 2022)

PDBI: A partitioning Davies-Bouldin index for clustering evaluation. - Frédéric Ros; Rabia Riad; Serge Guillaume (Neurocomputing, 2023)

Deep clustering framework review using multicriteria evaluation. - Frédéric Ros; Rabia Riad; Serge Guillaume (Knowl. Based Syst., 2024)