Serge Guillaume

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 18

Top Topics

Fuzzy Inference

Clustering Algorithm

Chinese Restaurant Process

Sampling Algorithm

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Comput. Electron. Agric.

Publications

Frédéric Ros, Rabia Riad, Serge Guillaume
Deep clustering framework review using multicriteria evaluation. Knowl. Based Syst. 285 (2024)
Frédéric Ros, Rabia Riad, Serge Guillaume
PDBI: A partitioning Davies-Bouldin index for clustering evaluation. Neurocomputing 528 (2023)
Frédéric Ros, Serge Guillaume, Rabia Riad
Path-scan: A novel clustering algorithm based on core points and connexity. Expert Syst. Appl. 210 (2022)
Frédéric Ros, Serge Guillaume, Rabia Riad, Mohamed El Hajji
. Knowl. Based Syst. 241 (2022)
Frédéric Ros, Serge Guillaume
A progressive sampling framework for clustering. Neurocomputing 450 (2021)
Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar
Fuzzy Inference System as an Aggregation Operator - Application to the Design of a Soil Chemical Quality Index. IPMU (2) (2020)
Frédéric Ros, Serge Guillaume, Mohamed El Hajji, Rabia Riad
: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion. Knowl. Based Syst. 204 (2020)
Serge Guillaume, Terry Bates, Jean-Luc Lablée, Thom Betts, James Taylor
Combining Spatial Data Layers using Fuzzy Inference Systems: Application to an Agronomic Case Study. GISTAM (2020)
Denys Yohana Mora-Herrera, Serge Guillaume, Didier Snoeck, Orlando Zúñiga Escobar
A fuzzy logic based soil chemical quality index for cacao. Comput. Electron. Agric. 177 (2020)
Javier Murillo, Serge Guillaume, Tewfik Sari, Pilar Bulacio
-maxitive fuzzy measures. J. Intell. Fuzzy Syst. 38 (4) (2020)
Frédéric Ros, Serge Guillaume
: a mutual neighbor-based clustering algorithm. Inf. Sci. 486 (2019)
Frédéric Ros, Serge Guillaume
A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise. Expert Syst. Appl. 128 (2019)
Asier Uribeetxebarria, José A. Martínez-Casasnovas, Bruno Tisseyre, Serge Guillaume, Alexandre Escolà, Joan Ramón Rosell-Polo, Jaume Arnó
Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards. Comput. Electron. Agric. 164 (2019)
Frédéric Ros, Serge Guillaume
ProTraS: A probabilistic traversing sampling algorithm. Expert Syst. Appl. 105 (2018)
Frédéric Ros, Serge Guillaume
DIDES: a fast and effective sampling for clustering algorithm. Knowl. Inf. Syst. 50 (2) (2017)
Javier Murillo, Serge Guillaume, Pilar Bulacio
k-maxitive fuzzy measures: A scalable approach to model interactions. Fuzzy Sets Syst. 324 (2017)
Flavio E. Spetale, Pilar Bulacio, Serge Guillaume, Javier Murillo, Elizabeth Tapia
A spectral envelope approach towards effective SVM-RFE on infrared data. Pattern Recognit. Lett. 71 (2016)
Frédéric Ros, Serge Guillaume
DENDIS: A new density-based sampling for clustering algorithm. Expert Syst. Appl. 56 (2016)
Frédéric Ros, Rachid Harba, Marco Pintore, Serge Guillaume
A fast and flexible instance selection algorithm adapted to non-trivial database sizes. Intell. Data Anal. 19 (3) (2015)
Frédéric Ros, Serge Guillaume
A new density-based sampling algorithm. IFSA-EUSFLAT (2015)
Javier Murillo, Serge Guillaume, Flavio E. Spetale, Elizabeth Tapia, Pilar Bulacio
Set characterization-selection towards classification based on interaction index. Fuzzy Sets Syst. 270 (2015)
Cécile Coulon-Leroy, Brigitte Charnomordic, Marie Thiollet-Scholtus, Serge Guillaume
Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor. IPMU (1) (2014)
Javier Murillo, Serge Guillaume, Elizabeth Tapia, Pilar Bulacio
Revised HLMS: A useful algorithm for fuzzy measure identification. Inf. Fusion 14 (4) (2013)
Serge Guillaume, Brigitte Charnomordic, Bruno Tisseyre, James Taylor
Soft computing-based decision support tools for spatial data. Int. J. Comput. Intell. Syst. 6 (sup1) (2013)
Serge Guillaume, Brigitte Charnomordic, Patrice Loisel
Fuzzy partitions: A way to integrate expert knowledge into distance calculations. Inf. Sci. 245 (2013)
Serge Guillaume, Brigitte Charnomordic
Systèmes d'inférence floue : collaboration expertise et données dans un environnement de modélisation intégrée à l'aide de FisPro. Rev. d'Intelligence Artif. 27 (4-5) (2013)
Serge Guillaume, Brigitte Charnomordic
Fuzzy partition-based distance practical use and implementation. FUZZ-IEEE (2013)
Serge Guillaume, Brigitte Charnomordic
Parameter optimization of a fuzzy inference system using the FisPro open source software. FUZZ-IEEE (2012)
Serge Guillaume, Brigitte Charnomordic, Bruno Tisseyre
Open source software for modelling using agro-environmental georeferenced data. FUZZ-IEEE (2012)
Serge Guillaume, Brigitte Charnomordic
Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro. Expert Syst. Appl. 39 (10) (2012)
Javier Murillo, Serge Guillaume, Elizabeth Tapia, Pilar Bulacio
On the convergence of HLMS Algorithm. EUSFLAT Conf. (2011)
Yacine Bouroubi, Nicolas Tremblay, Philippe Vigneault, Carl Bélec, Bernard Panneton, Serge Guillaume
Fuzzy Logic Approach for Spatially Variable Nitrogen Fertilization of Corn Based on Soil, Crop and Precipitation Information. ICCSA (1) (2011)
Serge Guillaume, Brigitte Charnomordic, Patrice Loisel
A numerical distance based on fuzzy partitions. EUSFLAT Conf. (2011)
Serge Guillaume, Brigitte Charnomordic
Learning interpretable fuzzy inference systems with FisPro. Inf. Sci. 181 (20) (2011)
Serge Guillaume, Brigitte Charnomordic
Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using FisPro. FUZZ-IEEE (2010)
Pilar Bulacio, Serge Guillaume, Elizabeth Tapia, Luis Magdalena
A selection approach for scalable fuzzy integral combination. Inf. Fusion 11 (2) (2010)
Hazaël Jones, Brigitte Charnomordic, Didier Dubois, Serge Guillaume
Practical Inference With Systems of Gradual Implicative Rules. IEEE Trans. Fuzzy Syst. 17 (1) (2009)
Mahmoud El Hajj, Serge Guillaume, Agnes Begue
Complementary Source Information Cooperation Within a Decision System for Crop Monitoring. IFSA/EUSFLAT Conf. (2009)
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem CoRR (2008)
José Maria Alonso, Luis Magdalena, Serge Guillaume
HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism. Int. J. Intell. Syst. 23 (7) (2008)
Frédéric Ros, Serge Guillaume, Marco Pintore, Jacques R. Chrétien
Hybrid genetic algorithm for dual selection. Pattern Anal. Appl. 11 (2) (2008)
Mahmoud El Hajj, Agnès Bégué, Serge Guillaume, Jean-François Martiné
Combining multi-source information for crop monitoring. FUSION (2008)
Hazaël Jones, Didier Dubois, Serge Guillaume, Brigitte Charnomordic
A Practical Inference Method with Several Implicative Gradual Rules and a Fuzzy Input: One and Two Dimensions. FUZZ-IEEE (2007)
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem. Fuzzy Sets Syst. 158 (18) (2007)
Jean-Noël Paoli, Olivier Strauss, Bruno Tisseyre, J.-M. Roger, Serge Guillaume
Spatial data fusion for qualitative estimation of fuzzy request zones: Application on precision viticulture. Fuzzy Sets Syst. 158 (5) (2007)
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem. FUZZ-IEEE (2007)
José Maria Alonso, Luis Magdalena, Serge Guillaume, Miguel Ángel Sotelo, Luis Miguel Bergasa, Manuel Ocaña, Ramón Flores
Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles. J. Intell. Robotic Syst. 48 (4) (2007)
José Maria Alonso, Oscar Cordón, Serge Guillaume, Luis Magdalena
Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off. FUZZ-IEEE (2007)
Serge Guillaume, Luis Magdalena
Expert guided integration of induced knowledge into a fuzzy knowledge base. Soft Comput. 10 (9) (2006)
Hazaël Jones, Serge Guillaume, Brigitte Charnomordic, Didier Dubois
Practical use of fuzzy implicative gradual rules in knowledge representation and comparison with Mamdani rules. EUSFLAT Conf. (2005)
José Maria Alonso, Luis Magdalena, Serge Guillaume
A Simplification Process of Linguistic Knowledge Bases. EUSFLAT Conf. (2005)
José Maria Alonso, Luis Magdalena, Serge Guillaume, Miguel Ángel Sotelo, Luis Miguel Bergasa, Manuel Ocaña
Integrating induced knowledge in an expert fuzzy-based system for intelligent motion analysis on ground robots. EUSFLAT Conf. (2005)
José Maria Alonso, Luis Magdalena, Serge Guillaume
KBCT: a knowledge extraction and representation tool for fuzzy logic based systems. FUZZ-IEEE (2004)
Serge Guillaume, Brigitte Charnomordic
Generating an interpretable family of fuzzy partitions from data. IEEE Trans. Fuzzy Syst. 12 (3) (2004)
Serge Guillaume, Luis Magdalena, Miguel Ángel Sotelo, Luis Miguel Bergasa, Ramón Flores, Manuel Ocaña
Expert and induced knowledge for intelligent motion analysis of ground robots. EUSFLAT Conf. (2003)
Serge Guillaume, Brigitte Charnomordic, André Titli
A Distance Metric Suitable for Fuzzy Partitioning. FUZZ-IEEE (2001)
Serge Guillaume, Brigitte Charnomordic
Knowledge discovery for control purposes in food industry databases. Fuzzy Sets Syst. 122 (3) (2001)
Serge Guillaume
Designing fuzzy inference systems from data: An interpretability-oriented review. IEEE Trans. Fuzzy Syst. 9 (3) (2001)