Publicacions periòdiques amb comitè de selecció

• Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things
Jorge Eduardo Ibarra-Esquer, Félix Fernando González-Navarro, José Salvador Sánchez Garreta, Brenda Leticia Flores-Ríos, María Angélica Astorga-Vargas, Maria Luisa González-Ramírez. IEEE ACCESS. Vol. 8. pp. 22366-22377. 2020. Científic.


• Synergetic Application of Multi-Criteria Decision-Making Models to Credit Granting Decision Problems
Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal. APPLIED SCIENCES-BASEL. Num. 23. Vol. 9. pp. 1-15. 2019. Científic.


• Using regression models for predicting the product quality in a tubing extrusion process
Vicente García, José Salvador Sánchez Garreta, Luis Alberto Rodríguez Picón, Luis Carlos Méndez González, Humberto de Jesús Ochoa Domínguez. JOURNAL OF INTELLIGENT MANUFACTURING . Num. 6. Vol. 30. pp. 2535-2544. 2019. Científic.


• Online reconstruction-free single-pixel image classification
Pedro Latorre Carmona, Vicente Javier Traver Roig, José Salvador Sánchez Garreta, Enrique Ataulfo Tajahuerce Romera. IMAGE AND VISION COMPUTING . Vol. 86. pp. 28-37. 2019. Científic.


• Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
Vicente García, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta. INFORMATION FUSION. Vol. 47. pp. 88-101. 2019. Científic.


• Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory
Laura Cleofás Sánchez, José Salvador Sánchez Garreta, Vicente García. PROGRESS IN ARTIFICIAL INTELLIGENCE. Num. 1. Vol. 8. pp. 63-71. 2019. Científic.


• Dissimilarity-Based Linear Models for Corporate Bankruptcy Prediction
Vicente García, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, Humberto J. Ochoa Domínguez. COMPUTATIONAL ECONOMICS. Num. 3. Vol. 53. pp. 1019-1031. 2019. Científic.


• Estudio empírico del enfoque asociativo en el contexto de los problemas de clasificación
Laura Cleofas Sánchez, Anabel Pineda Briseño, Rosa María Valdovinos Rosas, José Salvador Sánchez Garreta, Vicente García Jiménez, Oscar Camacho Nieto, Héctor Pérez Meana, Mariko Nakano Miyatake. COMPUTACION Y SISTEMAS. Num. 2. Vol. 23. pp. 601-617. 2019. Científic.


• A regression model based on the nearest centroid neighborhood
Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal, R. Martínez-Peláez. PATTERN ANALYSIS AND APPLICATIONS . Num. 4. Vol. 21. pp. 941-951. 2018. Científic.


• Associative learning on imbalanced environments: An empirical study
L. Cleofás Sánchez, José Salvador Sánchez Garreta, V. García Jiménez, R.M. Valdovinos Rosas. EXPERT SYSTEMS WITH APPLICATIONS. Num. 54. 2016. Científic.


• Financial distress prediction using the hybrid associative memory with translation
L. Cleofás Sánchez, V. García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta. APPLIED SOFT COMPUTING . Vol. 44 . 2016. Científic.


• An insight into the experimental design for credit risk and corporate bankruptcy prediction systems
Vicente García Jiménez, A.I. Marqués, José Salvador Sánchez Garreta. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. Num. 1. Vol. 44 . pp. 159-189. 2015. Científic.


• Mapping microarray gene expression data into dissimilarity spaces for tumor classification
V. García Jiménez, José Salvador Sánchez Garreta. INFORMATION SCIENCES. Vol. 294 . pp. 362-375. 2015. Científic.


• A bias correction function for classification performance assessment in two-class imbalanced problems
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. KNOWLEDGE-BASED SYSTEMS. Vol. 59 . pp. 66-74. 2014. Científic.


• Detección de ruido en aprendizaje semisupervisado con el uso de flujos de datos
D. Pascual González, F.D. Vázquez Mesa, José Salvador Sánchez Garreta, Filiberto Pla Bañón. REVISTA FACULTAD DE INGENIERIA UNIVERSIDAD DE ANTIOQUIA. Num. 71. pp. 37-47. 2014. Científic.


• Equilibrating the Recognition of the Minority Class in the Imbalance Context
L. Cleofás Sánchez, O. Camacho Nieto, José Salvador Sánchez Garreta, C. Yáñez Márquez, R.M. Valdovinos Rosas. APPLIED MATHEMATICS & INFORMATION SCIENCES. Num. 1. Vol. 8 . pp. 27-36. 2014. Científic.


• On the suitability of resampling techniques for the class imbalance problem in credit scoring
Ana Isabel Marqués Marzal, Vicente García Jiménez, José Salvador Sánchez Garreta. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY . Num. 7. Vol. 64 . pp. 1060-1070. 2013. Científic.


• Gait-based Gender Classification Considering Resampling and Feature Selection
Raúl Martín Félez, Vicente García Jiménez, José Salvador Sánchez Garreta. JOURNAL OF IMAGE AND GRAPHICS. Num. 2. Vol. 1 . pp. 85-89. 2013. Científic.


• A literature review on the application of evolutionary computing to credit scoring
Ana Isabel Marqués Marzal, Vicente García Jiménez, José Salvador Sánchez Garreta. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY . Num. 9. Vol. 64 . pp. 1384-1399. 2013. Científic.


• Surrounding Neighborhood-based SMOTE for Learning form Imbalanced Data Sets
Vicente García Jiménez, José Salvador Sánchez Garreta, Raúl Martín Félez, Ramón Alberto Mollineda Cardenas. PROGRESS IN ARTIFICIAL INTELLIGENCE. Num. 1. Vol. 4 . pp. 347-362. 2012. Científic.


• Exploring the behaviour of base classifiers in credit scoring ensembles
Ana Isabel Marqués Marzal, Vicente García Jiménez, José Salvador Sánchez Garreta. EXPERT SYSTEMS WITH APPLICATIONS. Num. 11. Vol. 39 . pp. 10244-10250. 2012. Científic.


• Two-level classifier ensembles for credit risk assessment
Ana Isabel Marqués Marzal, Vicente García Jiménez, José Salvador Sánchez Garreta. EXPERT SYSTEMS WITH APPLICATIONS. Num. 12. Vol. 39 . pp. 10916-10922. 2012. Científic.


• On the use of data filtering techniques for credit risk prediction with instance-based models
Vicente García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta. EXPERT SYSTEMS WITH APPLICATIONS. Num. 18. Vol. 39 . pp. 13267-13276. 2012. Científic.


• On the effectiveness of preprocessing methods when dealing with different levels of class imbalance
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. KNOWLEDGE-BASED SYSTEMS. Num. 1. Vol. 25 . pp. 13-21. 2012. Científic.


• On-Line learning from streaming data with delayed attributes: a comparison of classifiers and strategies
Mónica Millán Giraldo, José Salvador Sánchez Garreta, Vicente Javier Traver Roig. NEURAL COMPUTING & APPLICATIONS . Num. 7. Vol. 20 . pp. 935-944. 2011. Científic.


• Algoritmos de Condesado Basados en Densidad Local
F.D. Vázquez Mesa, D. Pascual González, Filiberto Pla Bañón, José Salvador Sánchez Garreta. CIENCIA EN SU PC. Num. 1. pp. 1-12. 2010. Científic.


• Cluster validation using information stability measures
D. Pascual González, Filiberto Pla Bañón, José Salvador Sánchez Garreta. PATTERN RECOGNITION LETTERS . Num. 6. Vol. 31 . pp. 454-461. 2010. Científic.


• A comparative study of simple online learning strategies for streaming data
Mónica Millán Giraldo, José Salvador Sánchez Garreta. WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS. Num. 10. Vol. 7 . pp. 900-910. 2008. Científic.


• On the k-NN performance in a challenging scenario of imbalance and overlapping
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. PATTERN ANALYSIS AND APPLICATIONS . Num. 3-4. Vol. 11 . pp. 269-280. 2008. Científic.


• When Overlapping Unexpectedly Alters the Class Imbalance Effects
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta, R. Alejo, José Martínez Sotoca. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4478 . pp. 499-506. 2007. Científic.


• Band Selection in Multispectral Images by Minimization of Dependent Information
José Martínez Sotoca, Filiberto Pla Bañón, José Salvador Sánchez Garreta. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. Num. 2. Vol. 37 . pp. 258-267. 2007. Científic.


• Ananalysis of how training data complexity affects the nearest neighhor classifiers
José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas, José Martínez Sotoca. PATTERN ANALYSIS AND APPLICATIONS . Num. 3. Vol. 10 . pp. 189-201. 2007. Científic.


• An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4756 . pp. 397-406. 2007. Científic.


• Clustering Based on Compressed Data for Categorical and Mixed Attributes
E. Rendón, José Salvador Sánchez Garreta. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4109 . pp. 817-825. 2006. Científic.


• An LVQ-based adaptive algorthm for learning from very small codebooks
José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal. NEUROCOMPUTING . Num. 7-9. Vol. 69 . pp. 922-927. 2006. Científic.


• A meta-learning framework for pattern classification by means of data complexity measures
José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. INTELIGENCIA ARTIFICIAL. Num. 29. Vol. 10 . pp. 31-38. 2006. Científic.


• Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification
Vicente García Jiménez, R. Alejo, José Salvador Sánchez Garreta, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4224 . pp. 371-377. 2006. Científic.


• On the Use of Different Classification Rules in an Editing Task
L. Micó, F. Moreno Seco, José Salvador Sánchez Garreta, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4109 . pp. 747-754. 2006. Científic.


• Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples
R. Alejo, Vicente García Jiménez, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4224 . pp. 464-471. 2006. Científic.


• Complexity reduction in efficient prototype-based classification
F.J. Ferri, José Salvador Sánchez Garreta, Filiberto Pla Bañón. PATTERN RECOGNITION . Num. 2. Vol. 39 . pp. 161-163. 2006. Científic.


• Experimental study on prototype optimisation algorithms for prototype-based classification in vectors spaces
María Teresa Lozano Albalate, José Martínez Sotoca, José Salvador Sánchez Garreta, Filiberto Pla Bañón, E. Pekalska, R.P.W. Duin. PATTERN RECOGNITION . Num. 10. Vol. 39 . pp. 1827-1838. 2006. Científic.


• Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions
D. Pascual González, Filiberto Pla Bañón, José Salvador Sánchez Garreta. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 4224 . pp. 671-678. 2006. Científic.


• On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification
F.D. Vázquez Mesa, José Salvador Sánchez Garreta, Filiberto Pla Bañón. INTELIGENCIA ARTIFICIAL. Num. 31. Vol. 10 . pp. 53-62. 2006. Científic.


• Eliminating redundancy and irrelevance using a new MLP-based feature selection method
E. Gasca, José Salvador Sánchez Garreta, R. Alonso. PATTERN RECOGNITION . Num. 2. Vol. 39 . pp. 313-315. 2006. Científic.


• Data Characterization for Effective Prototype Selection
Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta, José Martínez Sotoca. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3523 . pp. 27-34. 2005. Científic.


• Dynamic and Static Weighting in Classifier Fusion
R.M. Valdovinos Rosas, José Salvador Sánchez Garreta, R. Barandela. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3523 . pp. 59-66. 2005. Científic.


• A stochastic Approach to Wilson's Editing Algorithm
F.D. Vázquez Mesa, José Salvador Sánchez Garreta, Filiberto Pla Bañón. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3523 . pp. 35-42. 2005. Científic.


• Including Effiient Object Recognition Capabilities in Online Robots: From a Statistical to a Neural-Network Classifier
Pedro José Sanz Valero, Raúl Marín Prades, José Salvador Sánchez Garreta. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. Num. 1. Vol. 35 . pp. 87-96. 2005. Científic.


• Decision Boundary Preserving Prototype Selection For Nearest Neighbor Classification
R. Barandela, F.J. Ferri, José Salvador Sánchez Garreta. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE . Num. 6. Vol. 19 . pp. 787-806. 2005. Científic.


• Special Issue on "Pattern Recognition for Autonomous Manipulation in Robotic Systems"
Pedro José Sanz Valero, Raúl Marín Prades, José Salvador Sánchez Garreta. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. Num. 1. Vol. 35 . pp. 1-3. 2005. Científic.


• Pattern Recognition and Image Analysis in Cybernetic Applications, Special Issue of Cybernetics and Systems
José Salvador Sánchez Garreta, Filiberto Pla Bañón. CYBERNETICS AND SYSTEMS . Num. 1. Vol. 35 . pp. 1-2. 2004. Científic.


• High training set size reduction by space partitioning and prototype abstraction
José Salvador Sánchez Garreta. PATTERN RECOGNITION . Num. 7. Vol. 37 . pp. 1561-1564. 2004. Científic.


• The Imbalanced Training Sample Problem: Under or over Sampling?
R. Barandela, R.M. Valdovinos Rosas, José Salvador Sánchez Garreta, F.J. Ferri. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3138 . pp. 806-814. 2004. Científic.


• Using the Geometrical Distribution of Prototypes for Training Set Condensing
María Teresa Lozano Albalate, José Salvador Sánchez Garreta, Filiberto Pla Bañón. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 3040 . pp. 618-627. 2004. Científic.


• Strategies for learning in class imbalance problems
R. Barandela, José Salvador Sánchez Garreta, V. García Jiménez, E. Rangel. PATTERN RECOGNITION . Num. 36. Vol. 3 . pp. 849-851. 2003. Científic.


• Restricted decontamination for the imbalanced training sample problem
R. Barandela, E. Rangel, José Salvador Sánchez Garreta, F.J. Ferri. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 2905 . pp. 424-431. 2003. Científic.


• New applications of ensembles of classifiers
R. Barandela, José Salvador Sánchez Garreta, R.M. Valdovinos Rosas. PATTERN ANALYSIS AND APPLICATIONS . Num. 3. Vol. 6 . pp. 245-256. 2003. Científic.


• Reducing training sets by NCN-based exploratory procedures
María Teresa Lozano Albalate, José Salvador Sánchez Garreta, Filiberto Pla Bañón. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 2652 . pp. 453-461. 2003. Científic.


• Learning from imbalanced sets through resampling and weighting
R. Barandela, José Salvador Sánchez Garreta, V. García Jiménez, F.J. Ferri. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 2652 . pp. 80-88. 2003. Científic.


• Analysis of new techniques to obtain quality training sets
José Salvador Sánchez Garreta, R. Barandela, Ana Isabel Marqués Marzal, R. Alejo, Jorge Badenas Carpio. PATTERN RECOGNITION LETTERS . Num. 7. Vol. 24 . pp. 1015-1022. 2003. Científic.


• On Filtering the Training Prototypes in Nearest Neighbour Classifiation
José Salvador Sánchez Garreta, R. Barandela, F.J. Ferri. LECTURE NOTES IN COMPUTER SCIENCE (SUBSERS LECTURE NOTES IN ARTIF. INTELLIGENCE. LECTURE NOTES IN BIOINFORMAT.). Vol. 2504 . pp. 239-248. 2002. Científic.


• Experiments with a new family of edited nearest neighbour rules
José Salvador Sánchez Garreta, R. Barandela, F.J. Ferri. BUTLLETÍ DE L'ASSOCIACIÓ CATALANA D'INTEL.LIGENCIA ARTIFICIAL. Num. 28. pp. 267-274. 2002. Científic.


• Aprendizaje Adaptativo Mediante Vecinos Envolventes
José Salvador Sánchez Garreta, Filiberto Pla Bañón, F.J. Ferri. REVISTA ELECTRONICA DE VISION POR COMPUTADOR. Num. 3. pp. 1-8. 2000. Científic.


• Nearest Neighour Editing and Condensing Tools Synergy Exploitation
B.V. Dasarathy, José Salvador Sánchez Garreta, S. Townsend. PATTERN ANALYSIS AND APPLICATIONS . Num. 1. Vol. 3 . pp. 19-30. 2000. Científic.


• On the equivalency between decision tree classifiers and the nearest neighbour rule
José Salvador Sánchez Garreta, Filiberto Pla Bañón, F.J. Ferri. INTELIGENCIA ARTIFICIAL. Num. 4. Vol. 1 . pp. 12-19. 1998. Científic.


• Neighbourhood-based learning and classification: alternative methods and comparative analysis
José Salvador Sánchez Garreta. AI COMMUNICATIONS. Num. 1. Vol. 11 . pp. 77-79. 1998. Científic.


• Improving the k-NCN classification rule through heuristic modifications
José Salvador Sánchez Garreta, Filiberto Pla Bañón, F.J. Ferri. PATTERN RECOGNITION LETTERS . Num. 13. Vol. 19 . pp. 1165-1170. 1998. Científic.


• On the use of neighbourhood-based non-parametric classifiers
José Salvador Sánchez Garreta, Filiberto Pla Bañón. PATTERN RECOGNITION LETTERS . Num. 11-13. Vol. 18 . 1997. Científic.


• Prototype Selection for the Nearest Neighbour Rule through Proximity Graphs
José Salvador Sánchez Garreta, Filiberto Pla Bañón. PATTERN RECOGNITION LETTERS . Num. 6. Vol. 18 . pp. 507-513. 1997. Científic.

Llibres

• Pattern Recognition and Image Analysis (Conference proceedings of the 9th Iberian Conference (IbPRIA 2019) - Part I)
Aythami Morales, Julian Fierrez, José Salvador Sánchez Garreta, Bernardete Ribeiro. 2019. Edició. Científic. ISBN 9783030313319. Cham (Suïssa). Ed. Springer.


• Pattern Recognition and Image Analysis (Conference proceedings of the 9th Iberian Conference (IbPRIA 2019) - Part II)
Aythami Morales, Julian Fierrez, José Salvador Sánchez Garreta, Bernardete Ribeiro. 2019. Edició. Científic. ISBN 9783030313203. Cham (Suïssa). Ed. Springer.


• Pattern Recognition and Image Analysis (8th Iberian Conference, IbPRIA 2017 Proceedings)
Luís A. Alexandre, José Salvador Sánchez Garreta, Joao Rodrigues. 2017. Edició. Científic. ISBN 9783319588377. Cham (Suïssa). Ed. Springer.


• Pattern Recognition-Applications and Methods (International Conference, ICPRAM 2012. Vilamoura, Algarve, Portugal. Revised Selected Paper)
Pedro Latorre Carmona, José Salvador Sánchez Garreta, A.L.N. Fred. 2013. Edició. Científic. ISBN 9783642365294. Berlin (Alemanya). Ed. Springer.


• Proceedings of the 1st International Conference on Pattern Recognition Aplications and Methods
Pedro Latorre Carmona, José Salvador Sánchez Garreta, A.L.N. Fred. 2012. Edició. Científic. ISBN 9789898425980. (620) (Portugal). Ed. SciTePress.


• Mathematical Methodologies in Pattern Recognition and Machine Learning
Pedro Latorre Carmona, José Salvador Sánchez Garreta, A.L.N. Fred. 2012. Edició. Científic. ISBN 9781461450757. New York (Estats Units de l'Amèrica del Nord). Ed. Springer.


• Sistemas Múltiples de Clasificación
R.M. Valdovinos Rosas, José Salvador Sánchez Garreta. 2011. Autoria. Científic. ISBN 9783844336160. (276) (Alemanya). Ed. Editorial Académica Española.


• Ingeniería de Proyectos Informáticos: Métodos y técnicas
María Cristina Campos Sancho, Pilar Monfort Manero, Oscar Coltell Simón, Ricardo Chalmeta Rosaleñ, José Salvador Sánchez Garreta. 2003. Autoria. Docent. ISBN 8480214228. Castellon. Ed. Universitat Jaume I.


• Ingeniería de Proyectos Informáticos: Métodos y técnicas
María Cristina Campos Sancho, Pilar Monfort Manero, Oscar Coltell Simón, Ricardo Chalmeta Rosaleñ, José Salvador Sánchez Garreta. 2003. Autoria. Docent. ISBN 8480214228. Castellon. Ed. Universitat Jaume I.


• Pattern Recognition and Image Analysis
José Salvador Sánchez Garreta, Filiberto Pla Bañón. 2001. Edició. Científic. ISBN 8480213515. Castelló (Spain). Ed. Universitat Jaume I.


• VIII Encuentros de Geometría Computacional
Filiberto Pla Bañón, José Salvador Sánchez Garreta, Vicente Javier Traver Roig. 1999. Autoria. Docent. ISBN 8480212845. Castellón. Ed. Universitat Jaume I.


• VIII Encuentros de Geometría Computacional
Jorge Badenas Carpio, Pedro García Sevilla, Isabel Gracia Luengo, María de los Ángeles López Malo, Filiberto Pla Bañón, José Salvador Sánchez Garreta, José Miguel Sanchiz Martí. 1999. Edició. Científic. ISBN 8480212845. Castellón. Ed. Universitat Jaume I.

Capítols de llibre

• Making Accurate Credit Risk Predictions with Cost-Sensitive MLP Neural Networks
R. Alejo, Vicente García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, J.A. Antonio Velázquez. Management Intelligent Systems - Advances in Intelligent Systems and Computing Volume 220. -. Ed. Springer. 2013. ISBN 9783319005683. Científic.


• Instance Selection Methods and Resampling Techniques for Dissimilarity Representations with Imbalanced Data Sets
Mónica Millán Giraldo, Vicente García Jiménez, José Salvador Sánchez Garreta. Pattern Recognition-Applications and Methods (International Conference, ICPRAM 2012. Vilamoura, Algarve, Portugal. Revised Selected Paper). Berlin (Alemanya). Ed. Springer. 2013. ISBN 9783642365294. Científic.


• Aprenentatge cooperatiu i fonamentat en experiències actuals per als estudiants de les enginyeries mecànica i informàtica sota un marc empresarial.
Ana Isabel Marqués Marzal, Francesc Xavier Molina Morales, José Salvador Sánchez Garreta. Metodologías centradas en el estudiante en el Espacio Europeo de Educación Superior. Castellón. Ed. Universitat Jaume I. 2009. ISBN 9788480217255. Docent.


• Aprenentatge de les competències professionals dels enginyers industrials i informàtics des d’un enfocament d’organització d’empresa i davall el marc d’una nova metodologia docent.
Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, Francesc Xavier Molina Morales. Mejora e innovación educativa en el Espacio Europeo de Educación Superior. Castellón. Ed. Universitat Jaume I. 2009. ISBN 9788480217248. Docent.


• Una propuesta basada en la estimación de las probabilidades pra la edición utilizando el clasificador k-NN
F. Vázquez, Filiberto Pla Bañón, José Salvador Sánchez Garreta. Métodos Informáticos Avanzados. Castelló. Ed. Universitat Jaume I. 2007. ISBN 9788480216104. Científic.


• Anàlisi i integració de les competències profesionals dels enginyers industrials i informàtics en el marc d'una nova metodologia docent.
Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, Francesc Xavier Molina Morales. El diseño de planes de estudio en el marco del Espacio Europeo de Educación Superior. Castellón. Ed. Universitat Jaume I. 2007. ISBN 9788480216258. Docent.


• Algoritmos de agrupamiento
D. Pascual, Filiberto Pla Bañón, José Salvador Sánchez Garreta. Métodos Informáticos Avanzados. Castelló. Ed. Universitat Jaume I. 2007. ISBN 9788480216104. Científic.


• Les funcions de gestió, organització i direcció en els futurs enginyers. Aplicació d’experiències professionals i treball en equip com a eines docents.
Ana Isabel Marqués Marzal, Francesc Xavier Molina Morales, José Salvador Sánchez Garreta. Qualitat educativa i millora docent a l'Espai Europeu d'Educació Superior. Castelló. Ed. Universitat Jaume I. 2006. ISBN 9788480216234. Docent.


• Utilització docent d’un entorn de gestió de projectes informàtics
Joaquín López Sanchez-Montañes, José Salvador Sánchez Garreta, Juan Miguel Vilar Torres, Miguel Pérez Francisco, Oscar Belmonte Fernández, Pablo Boronat Pérez, Vicente Palazón González. Qualitat educativa i millora docent a l'Espai Europeu d'Educació Superior. Castelló. Ed. Universitat Jaume I. 2006. ISBN 9788480216234. Docent.


• Problem difficulty analysis for enhanced application of editing and condensing
José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. Pattern Recognition: Progress, Directions and Applications. Barcelona. Ed. Universitat Autònoma de Barcelona. 2006. ISBN 8493365262. Científic.


• Nearest neighbor learning by means of labelled and unlabelled data
F. Vázquez, José Salvador Sánchez Garreta, Filiberto Pla Bañón. Pattern Recognition: Progress, Directions and Applications. Barcelona. Ed. Universitat Autònoma de Barcelona. 2006. ISBN 8493365262. Científic.


• Metodologia docent basada en experiències per als temes de gestió, organització i direcció en les titulacions d'enginyeria
Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, Francesc Xavier Molina Morales. Formació del professorat davant la convergència europea. Castellón. Ed. Universitat Jaume I. 2005. ISBN 8480215364. Docent.


• Transcendència de les matèries de gestió, organització i direcció en la formació d’enginyers.
Ana Isabel Marqués Marzal, Francesc Xavier Molina Morales, José Salvador Sánchez Garreta. El camí a la convergència educativa a Europa: una oportunitat per a la millora educativa en l'UJI. Castellón. Ed. Universitat Jaume I. 2005. ISBN 8480215348. Docent.


• Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization
R. Barandela, J.K. Hernández, José Salvador Sánchez Garreta, F.J. Ferri. Artificial Intelligence Research and Development. Amsterdam. Ed. Ios Press. 2005. ISBN 1586035606. Científic.


• An Adaptative Condensing Algorithm Based on Mixtures of Gaussians
María Teresa Lozano Albalate, José Martínez Sotoca, José Salvador Sánchez Garreta, Filiberto Pla Bañón. RECENT ADVANCES IN ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT. -. Ed. Ios Press. 2004. ISBN 9781586034665. Científic.


• Ensembles of data-reduction-based classifiers for distributed learning from very large data sets
Ramón Alberto Mollineda Cardenas, José Martínez Sotoca, José Salvador Sánchez Garreta. Tendencias de la minería de datos en España. Sevilla. Ed. Universidad de Sevilla. Secretariado de Publicaciones. 2004. ISBN 8468884421. Científic.


• Forgetting Superfluous Informatión in Supervised Pattern Recognition Systems with On
R. Barandela, F.J. Ferri, José Salvador Sánchez Garreta, M. Juárez. Tendencias de la minería de datos en España. Sevilla. Ed. Universidad de Sevilla. Secretariado de Publicaciones. 2004. ISBN 8468884421. Científic.


• Enhanced Neighbourhood Specifiations for Pattern Classification
José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal. Pattern Recognition and String Matching. Dordrecht. Ed. Wolters Kluwer. 2002. ISBN 1402009534. Científic.


• A Comparative Study on Object Recognition Methods Applied to Web Telerobotic Systems
José Salvador Sánchez Garreta, Pedro José Sanz Valero, Raúl Marín Prades. Proc.of Pattern Recognition and Image Analysis. Proc.of IX Spanish Symposium on Pattern Recognition and Image Analysis. Castelló. Ed. Universitat Jaume I. 2001. ISBN 8480213507. Docent.


• Adaptive Learning from Nearest Centroid Neighbours for the Nearest Neighbour Rule
José Salvador Sánchez Garreta, Filiberto Pla Bañón, F.J. Ferri. Pattern Recognition and Applications. Amsterdan. Ed. Ios Press. 2000. ISBN 1586030345. Científic.


• Surrounding neighbourhood techniques for nearest-neighbour based classification and prototype selection
José Salvador Sánchez Garreta, Filiberto Pla Bañón, F.J. Ferri. Recent Research Developments in Pattern Recognition. India. Ed. Transworld Research Network. 2000. ISBN 8186846611. Científic.


• Using proximity and spatial homogeneity in neighbourhood-based classifiers
José Salvador Sánchez Garreta, Filiberto Pla Bañón. Image Analysis and Processing. Berlin (Germany). Ed. Springer. 1997. ISBN 3540635076. Científic.

Ponències a congressos

• Information systems analysis anda desing course for computer engineering
Ricardo Chalmeta Rosaleñ, Manuel Mollar Villanueva, José Salvador Sánchez Garreta. EDULEARN19 Conference. Palma de Mallorca (Espanya). 01-07-2019. Docent. 2019. ISSN 2340-1117.


• Experiences in the development of a computer networking course
Manuel Mollar Villanueva, Ricardo Chalmeta Rosaleñ, José Salvador Sánchez Garreta. EDULEARN19 Conference. Palma de Mallorca (Espanya). 01-07-2019. Docent. 2019. ISSN 2340-1117.


• Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure
Vicente García, José Salvador Sánchez Garreta, Alberto Ochoa Ortiz, Abraham López Najera. 9th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2019). Madrid (Espanya). 01-07-2019. Científic. 2019. Ed. Springer. ISBN 9783030313319.


• A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition
Carlos Ramírez Piña, José Salvador Sánchez Garreta, Rosa M. Valdovinos-Rosas, José A. Hernández Servín. 23rd Iberoamerican Congresson Pattern Recognition (CIARP 2018). Madrid (Espanya). 19-11-2018. Científic. 2019. Ed. Springer. ISBN 9783030134686.


• Feature Dimensionality vs. Distribution of Sample Types: A Preliminary Study on Gene- Expression Microarrays
José Salvador Sánchez Garreta, Vicente García. XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA). Granada (Espanya). 23-10-2018. Científic. 2018. Ed. Autoeditado por Comité congreso. ISBN 9788409056439.


• Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays
A. Reyes-Nava, José Salvador Sánchez Garreta, R. Alejo, A. A. Flores-Fuentes, E. Rendón-Lara. 10th Mexican Conference on Pattern Recognition (MCPR 2018). Cholula (Mèxic). 27-06-2018. Científic. 2018. ISSN 0302-9743.


• Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays
José Salvador Sánchez Garreta, Vicente García. International Conference on Learning and Optimization Algorithms: Theory and Applications (LOPAL 2018). Rabat (Marroc). 02-05-2018. Científic. 2018. Ed. Association for Computing Machinery (ACM). ISBN 9781450353045.


• some experiences in the development of a curriculum design in pattern recognition for a master’s degree
José Salvador Sánchez Garreta, Ricardo Chalmeta Rosaleñ, Manuel Mollar Villanueva. Conference name: 12th International Technology, Education and Development . Valencia (Espanya). 05-03-2018. Docent. 2018. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788469794807.


• Experience in the development of a computer course for agrifood engineering
Ricardo Chalmeta Rosaleñ, José Salvador Sánchez Garreta, Manuel Mollar Villanueva. INTED2018 Conference 12th International Technology, Education and Development Conference. Valencia (Espanya). 05-03-2018. Docent. 2018. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788469794807.


• An Insight on the ‘Large G, Small n’ Problem in Gene-Expression Microarray Classification
Vicente García Jiménez, José Salvador Sánchez Garreta, Laura Cleofás Sánchez, H.J. Ochoa-DomÍnguez, F. López Orozco. 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017). Faro (Portugal). 20-06-2017. Científic. 2017. Ed. Springer. ISBN 9783319588377.


• Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings
V. García, Ana Isabel Marqués Marzal, L. Cleofás Sánchez, José Salvador Sánchez Garreta. 11th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2016. Sevilla (Espanya). 18-04-2016. Científic. 2016. Ed. Springer. ISBN 9783319320335.


• Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise
Vicente García Jiménez, José Salvador Sánchez Garreta, H.J. Ochoa Domínguez, L. Cleofás Sánchez. 7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2015). Santiago de Compostela (Espanya). 17-06-2015. Científic. 2015. ISSN 0302-9743.


• Implementation of the Scientific Method Roadmap into the Medicine Degree of the Universitat Jaume I by Deconstruction of Subjects
Oscar Coltell Simón, María Luisa Rebagliato Ruso, María Victoria Ibáñez Gual, Ricardo Tosca Segura, Joaquín Granell Zafra, José Salvador Sánchez Garreta, Pedro Latorre Carmona, Luis Vicente Lizán Tudela, Conrado Martínez Cadenas. 8th International Conference of Education, Research and Innovation (ICERI 2015). Sevilla (Espanya). 16-11-2015. Docent. 2015. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788460826576.


• Experimental design of a randomized clinical trial: a pilot project for the practical introduction of scientific method in the degree of medicine (Proceedings CD)
Oscar Coltell Simón, R. Tosca, Joaquín Granell Zafra, L.V. Lizan, Pedro Latorre Carmona, José Salvador Sánchez Garreta. 8th International Technology, Education and Development Conference (INTED 2014). València (Espanya). 10-03-2014. Docent. 2014. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788461684120.


• Videogames-Based Learning in Medical Estudies: Educational Needs and Formalization of Technical Requirements
Oscar Coltell Simón, Joaquín Granell Zafra, Ricardo Tosca Segura, Luis Vicente Lizán Tudela, Pedro Latorre Carmona, José Salvador Sánchez Garreta, Francisco de Asís Ros Bernal, Conrado Martínez Cadenas. 7th International Conference of Education, Research and Innovation (ICERI 2014). Sevilla. 17-11-2014. Docent. 2014. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788461724840.


• Designing serious games for learning support in Medicine studies: a specific method to elicit and formalize requirements
Oscar Coltell Simón, Joaquín Granell Zafra, Ricardo Tosca Segura, Pedro Latorre Carmona, José Salvador Sánchez Garreta, Luis Vicente Lizán Tudela, Francisco de Asís Ros Bernal, Conrado Martínez Cadenas. 2014 Frontiers in Education Conference. Madrid. 22-10-2014. Docent. 2014. Ed. IEEE. ISBN 9781479939213.


• Introduction of the scientific method in the new medecine degree of the Universitat Jaume I: The experience in the computer resources and information research course
Oscar Coltell Simón, Ricardo Tosca Segura, Joaquín Granell Zafra, José Salvador Sánchez Garreta, Pedro Latorre Carmona, Luis Vicente Lizán Tudela. 7th International Technology, Education and Development Conference (INTED 2013). Valencia. 04-03-2013. Docent. 2013. Ed. International Academy of Technology, Education and Development (IATED). ISBN 9788461626618.


• Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study
L. Cleofás Sánchez, Vicente García Jiménez, Raúl Martín Félez, R.M. Valdovinos, José Salvador Sánchez Garreta, O. Camacho Nieto. 5th Mexican Conference on Pattern Recognition, MCPR 2013. Queretaro (Mèxic). 26-06-2013. Científic. 2013. ISSN 0302-9743.


• Estrategias y tecnologías de la información para coordinar asignaturas multidisciplinares y multiárea del grado de Medicina en la Univ. Jaume I: experiencia con la asignatura Recursos informáticos y d
Oscar Coltell Simón, Ricardo Tosca Segura, José Salvador Sánchez Garreta, Joaquín Granell Zafra, Pedro Latorre Carmona, Luis Vicente Lizán Tudela. XIX Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2013). Simposio-Taller sobre estrategias y herramientas para el aprendizaje y la evaluación. Castellón de la Plana. 09-07-2013. Docent. 2013. Ed. Universitat Jaume I. ISBN 9788469580912.


• One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices
Mónica Millán Giraldo, Vicente García Jiménez, José Salvador Sánchez Garreta. Joint IAPR International Workshops on Structural and Syntactic PatternRecognition, SSPR 2012 and Statistical Techniques in Pattern Recognition,SPR 2012. Hiroshima (Japó). 07-11-2012. Científic. 2012. ISSN 0302-9743.


• Non-parametric Statistical Analysis of Machine Learning Methods for Credit Scoring
Vicente García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta. Advances in Intelligent Systems and Computing. First International Symposium on Management Intelligent Systems. Salamanca (Espanya). 11-07-2012. Científic. 2012. Ed. Springer. ISBN 9783642308635.


• Prototype Selection in Imbalanced Data for Dissimilarity Representation. A Preliminary Studio
Mónica Millán Giraldo, Vicente García Jiménez, José Salvador Sánchez Garreta. ICPRAM 2012. Vilamoura, Algarve (Portugal). 06-02-2012. Científic. 2012. Ed. SciTePress. ISBN 9789898425980.


• On the Suitability of Numerical Performance Measures for Class Imbalnace Problems
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. ICPRAM 2012. Vilamoura, Algarve (Portugal). 06-02-2012. Científic. 2012. Ed. SciTePress. ISBN 9789898425980.


• Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods
José Salvador Sánchez Garreta, Vicente García Jiménez, Ana Isabel Marqués Marzal. 19th International Conference on Neural Information Processing, ICONIP 2012. Doha (Qatar). 12-11-2012. Científic. 2012. ISSN 0302-9743.


• Improving Risk Predictions by Preprocessing Imbalanced Credit Data
Vicente García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta. 19th International Conference on Neural Information Processing, ICONIP 2012. Doha (Qatar). 12-11-2012. Científic. 2012. ISSN 0302-9743.


• Efficient Gait-Based Gender Classification Through Feature Selection
Raúl Martín Félez, Javier Ortells Lorenzo, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. ICPRAM 2012. Vilamoura, Algarve (Portugal). 06-02-2012. Científic. 2012. Ed. SciTePress. ISBN 9789898425997.


• Gender classification from pose-based GEIs
Raúl Martín Félez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. International Conference on Computer Vision and Graphics, ICCVG 2012. Warsaw (Polònia). 24-09-2012. Científic. 2012. ISSN 0302-9743.


• Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011. Las Palmas de Gran Canaria (Espanya). 08-06-2011. Científic. 2011. ISSN 0302-9743.


• Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification
José Salvador Sánchez Garreta, Vicente García Jiménez, Ramón Alberto Mollineda Cardenas. 7th International Conference on Machine Learning and Data Mining, MLDM 2011. New York (Estats Units de l'Amèrica del Nord). 30-08-2011. Científic. 2011. ISSN 0302-9743.


• On-line Classification of Data Streams with Missing Values Based on Reinforcement Learning
Mónica Millán Giraldo, Vicente Javier Traver Roig, José Salvador Sánchez Garreta. 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011. Las Palmas de Gran Canaria (Espanya). 08-06-2011. Científic. 2011. ISSN 0302-9743.


• A Rejection Option for the Multilayer Perceptron Using Hyperplanes
E. Gasca A., S. Saldaña T., José Salvador Sánchez Garreta, V. Velásquez G., E. Rendón L., I.M. Abundez B., R.M. Valdovinos, R. Cruz R.. 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2011. Ljubljana (Eslovènia). 14-04-2011. Científic. 2011. ISSN 0302-9743.


• Human Recognition Based on Gait Poses
Raúl Martín Félez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. 5th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011. Las Palmas de Gran Canaria (Espanya). 08-06-2011. Científic. 2011. ISSN 0302-9743.


• Towards a More Realistic Appearance- Based Gait Representation for Gender Recognition
Raúl Martín Félez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. 20th International Conference on Pattern Recognition (ICPR 2010). Istambul (Turquia). 23-08-2010. Científic. 2010. Ed. IEEE. ISBN 9780769541099.


• Dissimilitary-based Classification of Data with Missing Attributes
Mónica Millán Giraldo, R.P.W. Duin, José Salvador Sánchez Garreta. CIP 2010: 2010 IAPR Workshop on Cognitive Information Processing. Elba Island-Tuscany (Itàlia). 14-06-2010. Científic. 2010. Ed. IEEE. ISBN 9781424464586.


• A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points
P. Damaris, Filiberto Pla Bañón, José Salvador Sánchez Garreta. Artificial Intelligence Research and Development. Tarragona. 20-10-2010. Científic. 2010. Ed. Ios Press. ISBN 9781607506423.


• A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Revelance Influence
Mónica Millán Giraldo, José Salvador Sánchez Garreta, Vicente Javier Traver Roig. The Ninth International Conference on Machine Learning and Applications. Washington DC (Estats Units de l'Amèrica del Nord). 12-12-2010. Científic. 2010. Ed. IEEE. ISBN 9780769543000.


• Exploring the Performance of Resampling Strategies for the Class Imbalance Problem
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligence Systems, IEA/AIE 2010. Cordoba (Espanya). 01-06-2010. Científic. 2010. ISSN 0302-9743.


• A Gender Recognition Experiment OnThe Casia Gait Database Dealing With Its Imbalanced Nature
Raúl Martín Félez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. VISAPP 2010. Angers (França). 17-05-2010. Científic. 2010. Ed. Institute for Systems and Technologies of Information, Control and Communication (INSTICC). ISBN 9789896740290.


• Combining Multiple Classifiers with Dynamic Weighted Voting
José Salvador Sánchez Garreta. 4th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2009. Salamanca (Espanya). 10-06-2013. Científic. 2009. ISSN 0302-9743.


• Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. 4th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2009. Povoa de Varzim (Portugal). 10-06-2009. Científic. 2009. ISSN 0302-9743.


• Exploring early Classification Strategies of Streaming Data with Delayed Attributes
Mónica Millán Giraldo, José Salvador Sánchez Garreta, Vicente Javier Traver Roig. 16th International Conference on Neural Information Processing, ICONIP 2009. Bangkok (Tailàndia). 01-12-2009. Científic. 2009. ISSN 0302-9743.


• A New Performance Evaluation Method for Two-Class Imbalanced Problems
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, SSPR and SPR 2008. Orlando, Florida (Estats Units de l'Amèrica del Nord). 04-12-2008. Científic. 2008. ISSN 0302-9743.


• Cluster Stability Assessment Based on Theoretic Information Measures
P. Damaris, Filiberto Pla Bañón, José Salvador Sánchez Garreta. 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008. La Habana (Cuba). 09-09-2008. Científic. 2008. ISSN 0302-9743.


• Learning and Forgetting vith Local Information of New Objects
F.D. Vázquez, José Salvador Sánchez Garreta, Filiberto Pla Bañón. 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008. La Habana (Cuba). 09-09-2008. Científic. 2008. ISSN 0302-9743.


• Online Learning Strategies for Classification of Static Data Streams
Mónica Millán Giraldo, José Salvador Sánchez Garreta. 8th WSEAS International Conference on DISTANCE LEARNING and WEB ENGINEERING (DIWEB'08). Santander. 23-09-2008. Científic. 2008. Ed. World Scientific and Engineering Academy and Society (WSEAS). ISBN 9789604740055.


• On the Use of Surrounding Neighbors for Synthetic Over-Sampling of the Minority Class
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. 8th WSEAS International Conference on SIMULATION, MODELLING and OPTIMIZATION (SMO'08). Santander. 23-09-2008. Científic. 2008. Ed. World Scientific and Engineering Academy and Society (WSEAS). ISBN 9769604740079.


• Data Reduction Method for Categorical Data Clustering
E. Rendón L., José Salvador Sánchez Garreta, R.A. García, I.M. Abundez B., C. Gutiérrez, E. Gasca A.. 11th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2008. Lisboa (Portugal). 17-10-2008. Científic. 2008. ISSN 0302-9743.


• ON THE WEIGHTED DYNAMIC CLASSIFIER SELECTION WITH LOCAL ACCU
A.I. Morales, R.M. Valdovinos, José Salvador Sánchez Garreta. Intelligent Systems and Control. Orlando, Florida (Estats Units de l'Amèrica del Nord). 16-11-2008. Científic. 2008. Ed. International Association of Science and Technology for Development (IASTED). ISBN 9780889867741.


• Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling
L.I. Juncheva, José Salvador Sánchez Garreta. IEE International Conference on Data Mining ICDM 2008. Pisa (Itàlia). 15-12-2008. Científic. 2008. Ed. IEEE. ISBN 9780769535029.


• A New Performance Evaluation Method for Two-Class Imbalanced Problems
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. Structural, Syntactic, and Statistiacal Pattern Recognition. Orlando (Estats Units de l'Amèrica del Nord). 04-12-2008. Científic. 2008. Ed. Springer. ISBN 9783540896883.


• The class imbalance problem inpattern classification and learning
Vicente García Jiménez, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas, Roberto Alejo Eleuterio, José Martínez Sotoca. CEDI 2007 IV Taller de Minería de Datos y Aprendizaje TAMIDA 2007. Zaragoza. 11-09-2007. Científic. 2007. Ed. Thomson-Ediciones Paraninfo. ISBN 9788497326025.


• Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples
R. Alejo, Vicente García Jiménez, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta. 9th International Work-Conference on Artificial Neural Networks, IWANN 2007. San Sebastian (Espanya). 20-06-2007. Científic. 2007. ISSN 0302-9743.


• Data Reduction Using Classifier Ensembles
José Salvador Sánchez Garreta, L.I. Juncheva. ESANN 200715 th European Symposium on Artificial Neural Networks. Bruges (Bèlgica). 25-04-2007. Científic. 2007. Ed. IEEE. ISBN 2930307072.


• Ensembles of Multilayer Perceptron and Modular Neural Networks for Fast and Accurate Learning
R.M. Valdovinos, José Salvador Sánchez Garreta. Fifh Mexican International Conference on Artitficial Intelligence. Apizaco (Mèxic). 13-11-2006. Científic. 2006. Ed. IEEE. ISBN 0769527221.


• A review of data complexity measures and their applicablity to pattern classification problems
José Martínez Sotoca, José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cardenas. I CONGRESO ESPAÑOL DE INFORMATICA. Granada. 13-09-2005. Científic. 2005. Ed. Thomson-Ediciones Paraninfo. ISBN 8497324498.


• Trascendencia de las materias de gestión, organización y dirección en la formación de ingenieros
Ana Isabel Marqués Marzal, Francesc Xavier Molina Morales, José Salvador Sánchez Garreta. IV Jornada de Millora Educativa i III Jornada d'Harmonització Europea de la Universitat Jaume I. Castellón. 29-01-2004. Docent. 2005. Ed. Universitat Jaume I. ISBN 8480215348.


• Class-Dependant Resampling for Medical Applications
R.M. Valdovinos, José Salvador Sánchez Garreta. International conference on Machine Learning and Applications 2005. Los Angeles (Estats Units de l'Amèrica del Nord). 15-12-2005. Científic. 2005. Ed. IEEE. ISBN 0769524958.


• A Learning System to Increase the Knowledge in Partially Supervised Environments
F.D. Vázquez, José Salvador Sánchez Garreta, Filiberto Pla Bañón. XI Conferencia de la Asociación Española para la Inteligencia Artificial. CAEPIA 2005. Santiago de Compostela (Espanya). 16-11-2005. Científic. 2005. Ed. Universidade de Santiago de Compostela. ISBN 8496474135.


• Eficient Nearest Neighbor Classification with Data Reduction and Fast Search Algorithms
José Salvador Sánchez Garreta, José Martínez Sotoca, Filiberto Pla Bañón. IEEE International Conference on Systems, Man and Cybernetics 2004. The Hague (Països Baixos). 10-10-2004. Científic. 2004. Ed. IEEE. ISBN 0780385675.


• Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule
José Martínez Sotoca, José Salvador Sánchez Garreta, Filiberto Pla Bañón. 17th International Conference on Pattern Recognition ICPR2004. Cambridge (Regne Unit). 23-08-2004. Científic. 2004. Ed. IEEE. ISBN 0769521282.


• WebSPR: A web-based learning system for statistical pattern recognition
J Lobato, José Salvador Sánchez Garreta, José Martínez Sotoca. Proc.~of 1st. Workshop in Education and Practice in Artificial Vision. Mallorca (Espanya). 03-06-2003. Científic. 2003. Ed. Universitat Politècnica de Catalunya. ISBN 8476538308.


• Effect of attribute relevance on feature weighting and selection in nearest neighbour classification rule
José Martínez Sotoca, José Salvador Sánchez Garreta, Filiberto Pla Bañón. X Conferencia de la Asociación Española para la Inteligencia Artificial y V Jornadas de Transferencia Tecnológica de Inteligencia Artificial (CAEPIA-TTIA 2003). San Sebastian (Spain). 11-11-2003. Científic. 2003. Ed. Universidad del País Vasco. ISBN 8483735644.


• Two modifications of the decontamination methodology
R. Barandela, José Salvador Sánchez Garreta, E. Rangel. IASTED International Conference on Artificial Intelligence and Applications. Benalmádena (Spain). 08-09-2003. Científic. 2003. Ed. ACTA Press. ISBN 0889863903.


• Exploring new object recognition techniques for online robots
Pedro José Sanz Valero, Raúl Marín Prades, José Salvador Sánchez Garreta. The IASTED International Conference on Robotics and Applications. Salzburg (Austria). 25-06-2003. Científic. 2003. Ed. ACTA Press. ISBN 0889863571.


• Fast object recognition methods for the UJI online robot
Pedro José Sanz Valero, Raúl Marín Prades, José Salvador Sánchez Garreta. IEEE International Conference on Systems, Man & Cybernetics. Washington D.C. (Estats Units de l'Amèrica del Nord). 05-10-2003. Científic. 2003. Ed. IEEE. ISBN 0780379535.


• A Tree-like neighborhood representation for classification time reduction
J Lobato, José Salvador Sánchez Garreta, José Martínez Sotoca. International Conference on Signal Processing, Pattern Recognition and Applications. Rhodes (Grècia). 30-06-2003. Científic. 2003. Ed. International Association of Science and Technology for Development (IASTED). ISBN 0889863636.


• Estimating feature weights for distance-based classification
José Martínez Sotoca, José Salvador Sánchez Garreta, Filiberto Pla Bañón. Pattern Recognition in Information Systems. Angers (França). 01-04-2003. Científic. 2003. Ed. ICEIS Press. ISBN 9729881634.


• Training set size reduction by replacing neighbouring prototypes
María Teresa Lozano Albalate, José Salvador Sánchez Garreta, Filiberto Pla Bañón. X Conferencia de la Asociación Española para la Inteligencia Artificial y V Jornadas de Transferencia Tecnológica de Inteligencia Artificial (CAEPIA-TTIA 2003). San Sebastíán (Spain). 11-11-2003. Científic. 2003. Ed. Universidad del País Vasco. ISBN 8483735644.


• Space partitioning for instance reduction in lazy learning algorithms
M.C. Ainslie, José Salvador Sánchez Garreta. Proc. of 2nd International Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning. Helsinki (Finlàndia). 19-08-2002. Científic. 2002. Ed. University of Helsinki. ISBN 952100634X.


• A very high level interface to teleoperate a robot via web including augmented reality
Raúl Marín Prades, Pedro José Sanz Valero, José Salvador Sánchez Garreta. IEEE International conference on Robotics And Automation (ICRA 2002). Washington (Estats Units de l'Amèrica del Nord). 11-05-2002. Científic. 2002. Ed. IEEE. ISBN 0780372735.


• Object Recognition and Incremental Learning Algorithms for a Web-based Telerobotic System
Raúl Marín Prades, José Salvador Sánchez Garreta, Pedro José Sanz Valero. IEEE International Conference on Robotics and Automation (ICRA2002). (Washington) D.C. 11-05-2002. Científic. 2002. Ed. Omnipress. ISBN 0780372727.


• Design and evaluation of a telerebotic system with object recognition capabilities
Raúl Marín Prades, José Salvador Sánchez Garreta, Pedro José Sanz Valero. Proc.of IASTED International Conference on Robotics and Applications. Clearwater (USA). 01-01-2001. Científic. 2001. Ed. ACTA Press. ISBN 088986313X.


• An integral automation of industrial fruit and vegetable sorting by machine vision
Filiberto Pla Bañón, José Miguel Sanchiz Martí, José Salvador Sánchez Garreta. 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001. Antibes-Juan les Pins (França). 15-10-2001. Científic. 2001. Ed. IEEE. ISBN 0780372417.


• Applied Informatics-Artificial Intelligence and Applicaions; Advances in Computer Applications
Raúl Marín Prades, Pedro José Sanz Valero, José Salvador Sánchez Garreta. Design and Evaluation of a Telerobotic System with Object Recognition Capabilities. Tampa (USA)5. 01-01-2001. Científic. 2001. Ed. ACTA Press. ISBN 0889863180.


• Un sistema de visión por ordenador para clasificación de frutos
Filiberto Pla Bañón, José Miguel Sanchiz Martí, José Salvador Sánchez Garreta, N. Ugolini, M. Díaz. I Congreso Nacional de Ingeniería para la Agricultura y el Medio Rural. Valencia (Espanya). 18-09-2001. Científic. 2001. Ed. Generalitat Valenciana. ISBN 8448228693.


• A machine vision system for on-line fruit color classification
Filiberto Pla Bañón, José Miguel Sanchiz Martí, José Salvador Sánchez Garreta, N. Ugolini, M. Díaz. 9th. Spanish Symposium on Pattern Recognition and Image Analysis,. Benicàssim (Espanya). 16-05-2001. Científic. 2001. Ed. Universitat Jaume I. ISBN 8480213515.


• Distance-based models for remote object recognition
Raúl Marín Prades, José Salvador Sánchez Garreta, Pedro José Sanz Valero. IX Conferencia de la Asociación Española para la Inteligencia Artificial y IV Jornadas de Transferencia Tecnológica de Inteligencia Artificial. Gijón (Spain). 14-11-2001. Científic. 2001. Ed. Universidad de Oviedo. ISBN 8493229709.


• Performance evaluation of prototype selection algorithms for nearest neighbor classification
José Salvador Sánchez Garreta, R. Barandela, R. Alejo, A.I. Marqués. Proc.~of 14th Brazilian Symposium on Computer Graphics and Image Processing. Florianópolis (Brazil). 01-01-2001. Científic. 2001. Ed. IEEE. ISBN 0769513301.


• Application of a hierarchical clustering algorithm to word codification in machine translation
Gustavo Adolfo Casañ Núñez, José Salvador Sánchez Garreta, María Asuncion Castaño Álvarez. 9th. Spanish Symposium on Pattern Recognition and Image Analysis. Benicàssim (Spain). 16-05-2001. Científic. 2001. Ed. Universitat Jaume I. ISBN 8480213515.


• A comparative study of dimensionality reduction methods for image classificaction
Raúl Montoliu Colás, Vicente Javier Traver Roig, José Salvador Sánchez Garreta. 9th. Spanish Symposium on Pattern Recognition and Image Analysis. Benicàssim (Spain). 16-05-2001. Científic. 2001. Ed. Universitat Jaume I. ISBN 8480213515.


• Tandem Fusion of Nearest Neighbor Editing and KCondensing Algorithms -Data Dimensionality Effects
B.V. Dasarathy, José Salvador Sánchez Garreta. 15th International Conference on Pattern Recognition 2000. Barcelona (Espanya). 03-09-2000. Científic. 2000. Ed. IEEE. ISBN 0769507506.


• Using the Dual of Proximity Graphs for Binary Decision Tree Design
José Salvador Sánchez Garreta, Filiberto Pla Bañón, María del Carmen Herrero Villalonga. Joint IAPR International Workshops SSPR 2000 and SPR 2000. Alicante (Espanya). 30-08-2000. Científic. 2000. Ed. Springer. ISBN 9783540679462.


• Proximity and symmetry analysis form classification
José Salvador Sánchez Garreta, Filiberto Pla Bañón, Ana Isabel Marqués Marzal. 4th. World Multiconference onSystemics, kCybernetics and Informatics,. Orlando. 01-01-2000. Científic. 2000. Ed. International Institute of Informatics and Systemics. ISBN 9800766928.


• Concurrrent feature and prototype selection in the nearest neighbor based decision process
B.V. Dasarathy, José Salvador Sánchez Garreta. 4th World Multiconference on Systemics, Cybernetics and Informatics. Orlando (Estats Units de l'Amèrica del Nord). 23-07-2000. Científic. 2000. Ed. IEEE. ISBN 9800766936.


• Adaptive learning from surrounding neighbours
José Salvador Sánchez Garreta, Filiberto Pla Bañón. VIII Symposium Nacional de Reconocimiento de Formas y Análisis de Imágenes. Bilbao (Espanya). 12-05-1999. Científic. 1999. Ed. Asociación Española de Reconocimiento de Formas y Análisis de Imágenes (AERFAI). ISBN 8495120801.


• On-line machine vision system for fast fruit colour sorting using low-cols architecture
Filiberto Pla Bañón, José Salvador Sánchez Garreta, José Miguel Sanchiz Martí. Proceedings of SPIE volumen 3836. USA. 01-01-1999. Científic. 1999. Ed. SPIE. ISBN 0819434299.


• Learning vector quantization with alternative distance criteria
José Salvador Sánchez Garreta, Filiberto Pla Bañón. 10th. International Conference on Image Analysis and Processing. Venice (Italy). 01-01-1999. Científic. 1999. Ed. IEEE. ISBN 0769500404.


• A linear program for nearest neighbour-like decision tree induction
José Salvador Sánchez Garreta, Filiberto Pla Bañón. VIII Encuentros de Geometría Computacional. Castellón (Espanya). 07-07-1999. Científic. 1999. Ed. Universitat Jaume I. ISBN 8480212845.


• A Voronoi-diagram-based approach to oblique decision tree induction
José Salvador Sánchez Garreta, Filiberto Pla Bañón. 14th International Conference on Pattern Recognition (ICPR98). Brisbane (Austràlia). 01-01-1998. Científic. 1998. Ed. IEEE. ISBN 0818685123.


• Editing prototypes in the finite sample size case using alternative neighbourhoods
José Salvador Sánchez Garreta, Filiberto Pla Bañón. Advances in Pattern Recognition, Lecture Notes in Computer Science 1451. Berlin. 01-01-1998. Científic. 1998. Ed. Springer. ISBN 9783540648581.


• From the nearest neighbour rule to decision trees
José Salvador Sánchez Garreta, Filiberto Pla Bañón. Tasks and Methods in Applied Artificial Intelligence, Lecture Notes in Artificial Intelligence 1416. Berlin (Alemanya). 01-01-1998. Científic. 1998. Ed. Springer. ISBN 3540645748.


• On the Equivalency of Decision Tree Classifiers and the Nearest Neighbour Rule
José Salvador Sánchez Garreta, Filiberto Pla Bañón. Proc.of the VII Conferencia de la Asociación Española para la Inteligencia Artificial,. Málaga (Spain). 01-01-1997. Científic. 1997. ISBN 884987655.

Direcció de tesis en altres institucions acadèmiques

• Algoritmos incrementales de agrupamiento para datos categóricos y Mezclados
José Salvador Sánchez Garreta. Instituto Tecnológico de Toluca (Mexico). Rendón Lara, Eréndira. Num. 10. 27-04-2006.


• Tópicos selectos del Perceptron multicapa: muestra de entrenamiento
José Salvador Sánchez Garreta. Instituto Tecnológico de Toluca (Mexico). Gasca Alvarez, Eduardo. Num. 10. 23-11-2005.

Conferències invitades en altres centres d'investigació

• A First Introduction to Pattern Recognition
José Salvador Sánchez Garreta. Instituto Tecnológico de Toluca (México). 24-11-2003.


• Feature Selection for Classification
José Salvador Sánchez Garreta. Instituto Tecnológico de Toluca (México). 20-11-2003.

Comités de congresos

• José Salvador Sánchez Garreta. 9ª Conferencia de la Asociación Española para la Inteligencia Artificial. Gijón (Spain). . Científic.


• José Salvador Sánchez Garreta. 5th.\ World Multiconference on Systemics, Cybernetics and Informatics. Orlando (USA). . Científic.


• Filiberto Pla Bañón, José Salvador Sánchez Garreta, Pedro García Sevilla, Pedro Latorre Carmona, María de los Ángeles López Malo, Ramón Alberto Mollineda Cardenas, Raúl Montoliu Colás, Javier Ortells Lorenzo, Rubén Fernández Beltrán, Eva Salvador Balaguer, Vicente Javier Traver Roig. INIT/AERFAI Summer School on MACHINE LEARNING. Benicassim (Espanya). 22-06-2015. Científic.


• José Salvador Sánchez Garreta, Pedro Latorre Carmona. 1st International Conference on Pattern Recognition Applications and Methods. Vilamoura, Algarve (Portugal). 06-02-2012. Científic.


• José Salvador Sánchez Garreta. 1ª Conferencia Iberoamericana en Sistemas, Cibernética e Informática. Orlando (USA). 19-07-2002. Científic.

Referee de publicacions periòdiques

• José Salvador Sánchez Garreta. 2009 PATTERN ANALYSIS AND APPLICATIONS.

Edició de monogràfic

• NeuroComputing: Special Issue Advances in Pattern Recognition Applications and Methods
Pedro Latorre Carmona, José Salvador Sánchez Garreta, A.L.N. Fred. 2014. Científic. ISSN 0925-2312.