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J

José-Ramón Cano

universidad de jaen

17H-index
56Paper Count
2.2KCitation Count
Published Papers 16
Publication Date
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Semi-supervised constrained clustering: an in-depth overview, ranked taxonomy and future research directions
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-03-07
err0
errOAAI
errGonzalez-Almagro, German; Peralta, Daniel; De Poorter, Eli; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints
errINFORMATION FUSION
IF15.5
err2024-02-01
err1
errOAAI
errGonzalez-Almagro, German; Sanchez-Bermejo, Pablo; Suarez, Juan Luis; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
3SHACC: Three stages hybrid agglomerative constrained clustering
errNEUROCOMPUTING
IF6.5
err2022-06-01
err0
PREAI
errGonzalez-Almagro, German; Luis Suarez, Juan; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
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errSave
ME-MEOA/Dcc : Multiobjective constrained clustering through decomposition-based memetic elitism
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-10-01
err7
PREAI
errGonzalez-Almagro, German; Rosales-Perez, Alejandro; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
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errSave
Enhancing instance-level constrained clustering through differential evolution
errAPPLIED SOFT COMPUTING
IF6.6
err2021-09-01
err8
PREAI
errGonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
Decomposition-Fusion for Label Distribution Learning
errINFORMATION FUSION
IF15.5
err2021-02-01
err7
errOAAI
errGonzalez, Manuel; Gonzalez-Almagro, German; Triguero, Isaac; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
DILS: Constrained clustering through dual iterative local search
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2020-09-01
err11
PREAI
errGonzalez-Almagro, German; Luengo, Julian; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
Label noise filtering techniques to improve monotonic classification
errNEUROCOMPUTING
IF6.5
err2019-08-01
err15
errOAAI
errCano, Jose-Ramon; Luengo, Julian; Garcia, Salvador
errShare
errSave
Monotonic classification: An overview on algorithms, performance measures and data sets
errNEUROCOMPUTING
IF6.5
err2019-05-01
err55
errOAAI
errCano, Jose-Ramon; Antonio Gutierrez, Pedro; Krawczyk, Bartosz; Wozniak, Michal; Garcia, Salvador
errShare
errSave
CommuniMents: A Framework for Detecting Community Based Sentiments for Events
errINTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS
IF5.6
err2017-04-01
err25
PREAI
errJarwar, Muhammad Aslam; Abbasi, Rabeeh Ayaz; Mushtaq, Mubashar; Maqbool, Onaiza; Aljohani, Naif R.; Daud, Ali; Alowibdi, Jalal S.; Cano, J. R.; Garcia, S.; Chong, Ilyoung
errShare
errSave
MoNGEL: monotonic nested generalized exemplar learning
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2015-07-29
err9
PREAI
errGarcia, Javier; Fardoun, Habib M.; Alghazzawi, Daniyal M.; Cano, Jose-Ramon; Garcia, Salvador
errShare
errSave
Analysis of data complexity measures for classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2013-09-01
err59
PREAI
errCano, Jose-Ramon
errShare
errSave
Predictive-collaborative model as recovery and validation tool. Case of study: Psychiatric emergency department decision support
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2012-03-01
err1
PREAI
errCano, Jose-Ramon
errShare
errSave
Subgroup discover in large size data sets preprocessed using stratified instance selection for increasing the presence of minority classes
errPATTERN RECOGNITION LETTERS
IF3.3
err2008-12-01
err23
PREAI
errCano, Jose-Ramon; Garcia, Salvador; Herrera, Francisco
errShare
errSave
Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2008-11-01
err16
PREAI
errCano, Jose-Ramon; Herrera, Francisco; Lozano, Manuel; Garcia, Salvador
errShare
errSave
A memetic algorithm for evolutionary prototype selection:: A scaling up approach
errPATTERN RECOGNITION
IF7.6
err2008-08-01
err143
errOAAI
errGarcia, Salvador; Cano, Jose Ramon; Herrera, Francisco
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
S
Salvador García
H-index: 61 · Papers: 300
M
Manuel Lozano
H-index: 41 · Papers: 121
B
Bartosz Krawczyk
H-index: 41 · Papers: 250
E
Eli De Poorter
H-index: 40 · Papers: 283
View more