Trabajos de Salvador García López

Trabajos de Nombre

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 News 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 News 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 News 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