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S

Serge Guillaume

INRAE

28H-index
215Paper Count
3.5KCitation Count
Published Papers 43
Publication Date
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Deep clustering framework review using multicriteria evaluation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-02-01
err4
PREAI
errRos, Frederic; Riad, Rabia; Guillaume, Serge
errShare
errSave
PDBI: A partitioning Davies-Bouldin index for clustering evaluation
errNEUROCOMPUTING
IF6.5
err2023-04-01
err37
errOAAI
errRos, Frederic; Riad, Rabia; Guillaume, Serge
errShare
errSave
Path-scan: A novel clustering algorithm based on core points and connexity
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-12-01
err2
PREAI
errRos, Frederic; Guillaume, Serge; Riad, Rabia
errShare
errSave
Detection of natural clusters via S-DBSCAN a Self-tuning version of DBSCAN
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-04-01
err18
errOAAI
errRos, Frederic; Guillaume, Serge; Riad, Rabia; El Hajji, Mohamed
errShare
errSave
A progressive sampling framework for clustering
errNEUROCOMPUTING
IF6.5
err2021-08-01
err2
errOAAI
errRos, Frederic; Guillaume, Serge
errShare
errSave
A fuzzy logic based soil chemical quality index for cacao
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-10-01
err5
errOAAI
errMora-Herrera, Denys Yohana; Guillaume, Serge; Snoeck, Didier; Escobar, Orlando Zuniga
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errSave
KdMutual: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-09-01
err11
errOAAI
errRos, Frederic; Guillaume, Serge; El Hajji, Mohamed; Riad, Rabia
errShare
errSave
Assessing ranked set sampling and ancillary data to improve fruit load estimates in peach orchards
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-09-01
err13
errOAAI
errUribeetxebarria, Asier; Martinez-Casasnovas, Jose A.; Tisseyre, Bruno; Guillaume, Serge; Escola, Alexandre; Rosell-Polo, Joan R.; Arno, Jaume
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errSave
A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2019-08-01
err37
errOAAI
errRos, Frederic; Guillaume, Serge
errShare
errSave
A new localized sampling method to improve grape yield estimation of the current season using yield historical data
errPRECISION AGRICULTURE
IF6.6
err2019-03-14
err21
PREAI
errAraya-Alman, M.; Leroux, C.; Acevedo-Opazo, C.; Guillaume, S.; Valdes-Gomez, H.; Verdugo-Vasquez, N.; Panitrur-De la Fuente, C.; Tisseyre, B.
errShare
errSave
ProTraS: A probabilistic traversing sampling algorithm
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2018-09-01
err21
errOAAI
errRos, Frederic; Guillaume, Serge
errShare
errSave
GeoFIS: An Open Source, Decision-Support Tool for Precision Agriculture Data
errAGRICULTURE-BASEL
IF3.6
err2018-05-30
err36
errOAAI
errLeroux, Corentin; Jones, Hazael; Pichon, Leo; Guillaume, Serge; Lamour, Julien; Taylor, James; Naud, Olivier; Crestey, Thomas; Lablee, Jean-Luc; Tisseyre, Bruno
errShare
errSave
k-maxitive fuzzy measures: A scalable approach to model interactions
errFUZZY SETS AND SYSTEMS
IF2.7
err2017-10-01
err22
errOAAI
errJavier, Murillo; Serge, Guillaume; Pilar, Bulacio
errShare
errSave
DENDIS: A new density-based sampling for clustering algorithm
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2016-09-01
err25
errOAAI
errRos, Frederic; Guillaume, Serge
errShare
errSave
Relevance of sink-size estimation for within-field zone delineation in vineyards
errPRECISION AGRICULTURE
IF6.6
err2016-04-16
err19
PREAI
errUrretavizcaya, I.; Royo, J. B.; Miranda, C.; Tisseyre, B.; Guillaume, S.; Santesteban, L. G.
errShare
errSave
A spectral envelope approach towards effective SVM-RFE on infrared data
errPATTERN RECOGNITION LETTERS
IF3.3
err2016-02-01
err10
errOAAI
errSpetale, Flavio E.; Bulacio, Pilar; Guillaume, Serge; Murillo, Javier; Tapia, Elizabeth
errShare
errSave
Set characterization-selection towards classification based on interaction index
errFUZZY SETS AND SYSTEMS
IF2.7
err2015-07-01
err4
errOAAI
errMurillo, J.; Guillaume, S.; Spetale, F.; Tapia, E.; Bulacio, P.
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errSave
Imperfect knowledge and data-based approach to model a complex agronomic feature - Application to vine vigor
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2013-11-01
err9
errOAAI
errCoulon-Leroy, Cecile; Charnomordic, Brigitte; Thiollet-Scholtus, Marie; Guillaume, Serge
errShare
errSave
Revised HLMS: A useful algorithm for fuzzy measure identification
errINFORMATION FUSION
IF15.5
err2013-10-01
err25
errOAAI
errMurillo, Javier; Guillaume, Serge; Tapia, Elizabeth; Bulacio, Pilar
errShare
errSave
Oenological significance of vineyard management zones delineated using early grape sampling
errPRECISION AGRICULTURE
IF6.6
err2013-09-14
err35
PREAI
errUrretavizcaya, I.; Santesteban, L. G.; Tisseyre, B.; Guillaume, S.; Miranda, C.; Royo, J. B.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
D
Didier Dubois
H-index: 107 · Papers: 1.1K
J
James A. Taylor
H-index: 55 · Papers: 418
D
Didier Snoeck
H-index: 55 · Papers: 303
A
Agnès Bégué
H-index: 51 · Papers: 347
M
Miguel Ángel Sotelo
H-index: 49 · Papers: 389
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