Computer Science
Listando 19 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
Mentions
112
Twitter
1
Wikipedia
3
News
4
Policy
Article
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Barredo Arrieta, Alejandro; Diaz-Rodriguez, Natalia; Del Ser, Javier; Bennetot, Adrien; Tabik, Siham; Barbado, Alberto; Garcia, Salvador; Gil-Lopez, Sergio; Molina, Daniel; Benjamins, Richard; Chatila, Raja; Herrera, Francisco
INFORMATION FUSION
1566-2535 (2020)
DOI /
10.1016/j.inffus.2019.12.012
Bronze, Green accepted
Mentions
139
Twitter
0
Wikipedia
0
News
0
Policy
Article
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
Charte, David; Charte, Francisco; Garcia, Salvador; del Jesus, Maria J.; Herrera, Francisco
INFORMATION FUSION
1566-2535 (2018)
DOI /
10.1016/j.inffus.2017.12.007
Bronze
Mentions
4
Twitter
1
Wikipedia
0
News
0
Policy
Article
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
Fernandez, Alberto; Garcia, Salvador; Herrera, Francisco; Chawla, Nitesh V.
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
1076-9757 (2018)
DOI /
10.1613/jair.1.11192
Green published, Gold
Mentions
2
Twitter
0
Wikipedia
0
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0
Policy
Article
A survey on data preprocessing for data stream mining: Current status and future directions
Ramirez-Gallego, Sergio; Krawczyk, Bartosz; Garcia, Salvador; Wozniak, Michal; Herrera, Francisco
NEUROCOMPUTING
0925-2312 (2017)
DOI /
10.1016/j.neucom.2017.01.078
Mentions
5
Twitter
0
Wikipedia
0
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0
Policy
Article
CommuniMents: A Framework for Detecting Community Based Sentiments for Events
Jarwar, Muhammad Aslam; Abbasi, Rabeeh Ayaz; Mushtaq, Mubashar; Maqbool, Onaiza; Aljohani, Naif R.; Daud, Ali; Alowibdi, Jalal S.; Cano, J. R.; Garcia, S.; Chong, Ilyoung
INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS
1552-6283 (2017)
DOI /
10.4018/ijswis.2017040106
Mentions
5
Twitter
0
Wikipedia
0
News
0
Policy
Article
SOUL: Scala Oversampling and Undersampling Library for imbalance classification
Rodriguez, Nestor; Lopez, David; Fernandez, Alberto; Garcia, Salvador; Herrera, Francisco
SOFTWAREX
2352-7110 (2021)
DOI /
10.1016/j.softx.2021.100767
Green published, Gold
Mentions
4
Twitter
0
Wikipedia
0
News
0
Policy
Review
Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review
Carrasco, J.; Garcia, S.; Rueda, M. M.; Das, S.; Herrera, F.
SWARM AND EVOLUTIONARY COMPUTATION
2210-6502 (2020)
DOI /
10.1016/j.swevo.2020.100665
Mentions
3
Twitter
0
Wikipedia
0
News
0
Policy
Article
Ordinal regression with explainable distance metric learning based on ordered sequences
Suarez, Juan Luis; Garcia, Salvador; Herrera, Francisco
MACHINE LEARNING
0885-6125 (2021)
DOI /
10.1007/s10994-021-06010-w
Mentions
2
Twitter
0
Wikipedia
0
News
0
Policy
Article
Instance reduction for one-class classification
Krawczyk, Bartosz; Triguero, Isaac; Garcia, Salvador; Wozniak, Michal; Herrera, Francisco
KNOWLEDGE AND INFORMATION SYSTEMS
0219-1377 (2019)
DOI /
10.1007/s10115-018-1220-z
Green accepted, Green submitted
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
Peralta, Daniel; Garcia, Salvador; Benitez, Jose M.; Herrera, Francisco
INFORMATION SCIENCES
0020-0255 (2017)
DOI /
10.1016/j.ins.2017.05.001
Green published
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
Monotonic classification: An overview on algorithms, performance measures and data sets
Cano, Jose-Ramon; Antonio Gutierrez, Pedro; Krawczyk, Bartosz; Wozniak, Michal; Garcia, Salvador
NEUROCOMPUTING
0925-2312 (2019)
DOI /
10.1016/j.neucom.2019.02.024
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
Prototype selection to improve monotonic nearest neighbor
Cano, Jose-Ramon; Aljohani, Naif R.; Abbasi, Rabeeh Ayaz; Alowidbi, Jalal S.; Garcia, Salvador
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
0952-1976 (2017)
DOI /
10.1016/j.engappai.2017.02.006
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
Peralta, Daniel; Triguero, Isaac; Garcia, Salvador; Saeys, Yvan; Benitez, Jose M.; Herrera, Francisco
KNOWLEDGE-BASED SYSTEMS
0950-7051 (2017)
DOI /
10.1016/j.knosys.2017.03.014
Green accepted
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data
Maillo, Jesus; Garcia, Salvador; Luengo, Julian; Herrera, Francisco; Triguero, Isaac
IEEE TRANSACTIONS ON FUZZY SYSTEMS
1063-6706 (2020)
DOI /
10.1109/tfuzz.2019.2936356
Green accepted
Mentions
1
Twitter
0
Wikipedia
0
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0
Policy
Editorial Material
Advances in domain adaptation for computer vision
Shamsolmoali, Pourya; Garcia, Salvador; Zhou, Huiyu; Celebi, M. Emre
IMAGE AND VISION COMPUTING
0262-8856 (2021)
DOI /
10.1016/j.imavis.2021.104268
Mentions
2
Twitter
0
Wikipedia
0
News
0
Policy
Article
Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce
Ramirez-Gallego, Sergio; Fernandez, Alberto; Garcia, Salvador; Chen, Min; Herrera, Francisco
INFORMATION FUSION
1566-2535 (2018)
DOI /
10.1016/j.inffus.2017.10.001
Mentions
2
Twitter
0
Wikipedia
0
News
0
Policy
Article
An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles
Rosales-Perez, Alejandro; Garcia, Salvador; Gonzalez, Jesus A.; Coello Coello, Carlos A.; Herrera, Francisco
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
1089-778X (2017)
DOI /
10.1109/tevc.2017.2688863
Mentions
2
Twitter
0
Wikipedia
0
News
0
Policy
Article
An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification
Perez-Sanchez, Ismay; Cervantes, Barbara; Angel Medina-Perez, Miguel; Monroy, Raul; Loyola-Gonzalez, Octavio; Garcia, Salvador; Herrera, Francisco
IEEE ACCESS
2169-3536 (2021)
DOI /
10.1109/access.2021.3088314
Gold
Mentions
1
Twitter
0
Wikipedia
0
News
0
Policy
Article
(MCESVM)-E-2: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines
Rosales-Perez, Alejandro; Terashima-Marin, Hugo; Garcia, Salvador; Herrera, Francisco; Coello Coello, Carlos A.
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
1556-603X (2018)
DOI /
10.1109/mci.2018.2806997
