Serge Guillaume

Orcid: 0000-0002-3546-5276

According to our database1, Serge Guillaume authored at least 57 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep clustering framework review using multicriteria evaluation.
Knowl. Based Syst., 2024

2023
PDBI: A partitioning Davies-Bouldin index for clustering evaluation.
Neurocomputing, April, 2023

2022
Detection of natural clusters via <i>S-DBSCAN</i> a Self-tuning version of <i>DBSCAN</i>.
Knowl. Based Syst., 2022

Path-scan: A novel clustering algorithm based on core points and connexity.
Expert Syst. Appl., 2022

2021
A progressive sampling framework for clustering.
Neurocomputing, 2021

2020
<i>KdMutual</i>: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion.
Knowl. Based Syst., 2020

An algorithm for computing the generalized interaction index for <i>k</i>-maxitive fuzzy measures.
J. Intell. Fuzzy Syst., 2020

A fuzzy logic based soil chemical quality index for cacao.
Comput. Electron. Agric., 2020

Fuzzy Inference System as an Aggregation Operator - Application to the Design of a Soil Chemical Quality Index.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Combining Spatial Data Layers using Fuzzy Inference Systems: Application to an Agronomic Case Study.
Proceedings of the 6th International Conference on Geographical Information Systems Theory, 2020

2019
<i>Munec</i>: a mutual neighbor-based clustering algorithm.
Inf. Sci., 2019

A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise.
Expert Syst. Appl., 2019

Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards.
Comput. Electron. Agric., 2019

2018
ProTraS: A probabilistic traversing sampling algorithm.
Expert Syst. Appl., 2018

2017
DIDES: a fast and effective sampling for clustering algorithm.
Knowl. Inf. Syst., 2017

k-maxitive fuzzy measures: A scalable approach to model interactions.
Fuzzy Sets Syst., 2017

2016
A spectral envelope approach towards effective SVM-RFE on infrared data.
Pattern Recognit. Lett., 2016

DENDIS: A new density-based sampling for clustering algorithm.
Expert Syst. Appl., 2016

2015
A fast and flexible instance selection algorithm adapted to non-trivial database sizes.
Intell. Data Anal., 2015

Set characterization-selection towards classification based on interaction index.
Fuzzy Sets Syst., 2015

A new density-based sampling algorithm.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Fuzzy Modeling of a Composite Agronomical Feature Using FisPro: The Case of Vine Vigor.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013
Systèmes d'inférence floue : collaboration expertise et données dans un environnement de modélisation intégrée à l'aide de FisPro.
Rev. d'Intelligence Artif., 2013

Fuzzy partitions: A way to integrate expert knowledge into distance calculations.
Inf. Sci., 2013

Revised HLMS: A useful algorithm for fuzzy measure identification.
Inf. Fusion, 2013

Soft computing-based decision support tools for spatial data.
Int. J. Comput. Intell. Syst., 2013

Fuzzy partition-based distance practical use and implementation.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Fuzzy inference systems: An integrated modeling environment for collaboration between expert knowledge and data using FisPro.
Expert Syst. Appl., 2012

Open source software for modelling using agro-environmental georeferenced data.
Proceedings of the FUZZ-IEEE 2012, 2012

Parameter optimization of a fuzzy inference system using the FisPro open source software.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Learning interpretable fuzzy inference systems with FisPro.
Inf. Sci., 2011

Fuzzy Logic Approach for Spatially Variable Nitrogen Fertilization of Corn Based on Soil, Crop and Precipitation Information.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

On the convergence of HLMS Algorithm.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

A numerical distance based on fuzzy partitions.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

2010
A selection approach for scalable fuzzy integral combination.
Inf. Fusion, 2010

Interpretable fuzzy inference systems for cooperation of expert knowledge and data in agricultural applications using FisPro.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Practical Inference With Systems of Gradual Implicative Rules.
IEEE Trans. Fuzzy Syst., 2009

Complementary Source Information Cooperation Within a Decision System for Crop Monitoring.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Hybrid genetic algorithm for dual selection.
Pattern Anal. Appl., 2008

HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism.
Int. J. Intell. Syst., 2008

Combining multi-source information for crop monitoring.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles.
J. Intell. Robotic Syst., 2007

Spatial data fusion for qualitative estimation of fuzzy request zones: Application on precision viticulture.
Fuzzy Sets Syst., 2007

Building an interpretable fuzzy rule base from data using Orthogonal Least Squares - Application to a depollution problem.
Fuzzy Sets Syst., 2007

A Practical Inference Method with Several Implicative Gradual Rules and a Fuzzy Input: One and Two Dimensions.
Proceedings of the FUZZ-IEEE 2007, 2007

Using the OLS Algorithm to Build Interpretable Rule Bases: An Application to a Depollution Problem.
Proceedings of the FUZZ-IEEE 2007, 2007

Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Expert guided integration of induced knowledge into a fuzzy knowledge base.
Soft Comput., 2006

2005
Practical use of fuzzy implicative gradual rules in knowledge representation and comparison with Mamdani rules.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Integrating induced knowledge in an expert fuzzy-based system for intelligent motion analysis on ground robots.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

A Simplification Process of Linguistic Knowledge Bases.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Generating an interpretable family of fuzzy partitions from data.
IEEE Trans. Fuzzy Syst., 2004

KBCT: a knowledge extraction and representation tool for fuzzy logic based systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Expert and induced knowledge for intelligent motion analysis of ground robots.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

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

Knowledge discovery for control purposes in food industry databases.
Fuzzy Sets Syst., 2001

A Distance Metric Suitable for Fuzzy Partitioning.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001


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