Publicacions en revistes

• Special Issue on Data Preprocessing in Pattern Recognition: Recent Progress, Trends and Applications

  José Salvador Sánchez Garreta, Vicente García. APPLIED SCIENCES-BASEL. Num. 17. Vol. 12. pp. 1-2. 2022. Científic.

• Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19

  Ricardo Mar Cupido, Vicente García, Gilberto Rivera, José Salvador Sánchez Garreta. APPLIED SOFT COMPUTING . Vol. 125. pp. 1-10. 2022. Científic.

• Fuzzy-Based Time Series Forecasting and Modelling: A Bibliometric Analysis

  Luis Palomero López de Armentia, Vicente García, José Salvador Sánchez Garreta. APPLIED SCIENCES-BASEL. Num. 14. Vol. 12. pp. 1-17. 2022. Científic.

• Revisiting the Dissimilarity Representation in the Context of Regression

  Vicente García, José Salvador Sánchez Garreta, Rafael Martínez Peláez, Luis C. Méndez González. IEEE ACCESS. Num. 2021. Vol. 9. pp. 157043-157051. 2021. Científic.

• DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem

  Angélica Guzmán Ponce, José Salvador Sánchez Garreta, Rosa María Valdovinos Rosas, J.R. Marcial Romero. EXPERT SYSTEMS WITH APPLICATIONS. Vol. 168. pp. 1-12. 2021. Científic.

• Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data

  Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal, R. Florencia, G. Rivera. EXPERT SYSTEMS WITH APPLICATIONS. Vol. 158. pp. 1-19. 2020. Científic.

• A New Under-Sampling Method to Face Class Overlap and Imbalance

  Angélica Guzmán Ponce, Rosa María Valdovinos, José Salvador Sánchez Garreta, José Raymundo Marcial Romero. APPLIED SCIENCES-BASEL. Num. 15. Vol. 10. pp. 1-22. 2020. Científic.

• Ranking-based MCDM models in financial management applications: analysis and emerging challenges

  Ana Isabel Marqués Marzal, Vicente García, José Salvador Sánchez Garreta. PROGRESS IN ARTIFICIAL INTELLIGENCE. Num. 3. Vol. 9. pp. 171-193. 2020. Científic.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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 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.

• 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.

• 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.

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. Col·lecció Lecture Notes in Computer Science, Vol 11867. 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. Col·lecció Lecture Notes in Computer Science, Vol 11868. 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. Col·lecció Lecture Notes in Computer Science. 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.

• 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

  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.

• 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.

• 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.

Capítols de llibre

• 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.

• 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.

• Algoritmos de agrupamiento

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

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

Aportacions a congressos

• Identifying Optimal Clusters in Purchase Transaction Data

  L. Cleofas-Sanchez, A. Pineda-Briseño, José Salvador Sánchez Garreta. 20th Mexican International Conference on Artificial Intelligence. Mexico City (Mèxic). 25-10-2021. Científic. 2021. Ed. Springer. Advances in Computational Intelligence: 20th Mexican International Conference on Artificial Intelligence, Micai 2021, Mexico City, Mexico, October 25-30, 2021, Proceedings, Part 1. Col·lecció Lecture Notes in Artificial Intelligence, 13067. ISBN 9783030898168.

• Weighted Complete Graphs for Condensing Data

  Angélica Guzmán Ponce, J. Raymundo Marcial Romero, R.M. Valdovinos Rosas, José Salvador Sánchez Garreta. 12th Latin American Workshop on Logic/Languages, Algorithms and New Methods of Reasoning (LANMR). Puebla (Mèxic). 15-11-2019. Científic. 2020. ISSN 1571-0661.

• A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data

  Angélica Guzmán Ponce, R. M. Valdovinos, José Salvador Sánchez Garreta. 15th International Conference on Hybrid Artificial Intelligent Systems( HAIS 202). Gijón (Espanya). 11-11-2020. Científic. 2020. ISSN 0302-9743.

• 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. Pattern Recognition and Image Analysis (Conference proceedings of the 9th Iberian Conference (IbPRIA 2019) - Part I). Col·lecció Lecture Notes in Computer Science, Vol 11867. 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. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (23rd Iberoamerican Congresson Pattern Recognition (CIARP 2018)). Col·lecció Lecture Notes in Computer Science, 11401. 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. Proceedings XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018). 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). Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications (LOPAL 2018). ISBN 9781450353045.

• 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. Pattern Recognition and Image Analysis (8th Iberian Conference, IbPRIA 2017 Proceedings). Col·lecció Lecture Notes in Computer Science. 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. 11th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2016. 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.

• 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.

• 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. Proceedings of the 1st International Conference on Pattern Recognition Aplications and Methods. ISBN 9789898425980.

• 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.

• 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.

• 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.

• 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.

• 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. Advances in Intelligent Systems and Computing. First International Symposium on Management Intelligent Systems. ISBN 9783642308635.

• 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. Proceedings of the 1st International Conference on Pattern Recognition Aplications and Methods. ISBN 9789898425980.

• 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. ICPRAM 2012. ISBN 9789898425997.

• 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.

• 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.

• 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.

• 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. CIP 2010: 2010 IAPR Workshop on Cognitive Information Processing. ISBN 9781424464586.

• 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). VISAPP 2010. ISBN 9789896740290.

• 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. 13th International Conference of the Catalan Assciation for Artificial Intelligence. ISBN 9781607506423.

• 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. 20th International Conference on Pattern Recognition. ISBN 9780769541099.

• 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 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. The Ninth International Conference on Machine Learning and Applications. ISBN 9780769543000.

• 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.

• 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.

• 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.

• 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). 8th WSEAS International Conference on DISTANCE LEARNING and WEB ENGINEERING (DIWEB'08). 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). 8th WSEAS International Conference on SIMULATION, MODELLING and OPTIMIZATION (SMO'08). 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). Intelligent Systems and Control. 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. IEE International Conference on Data Mining ICDM 2008. 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. Structural, Syntactic, and Statistiacal Pattern Recognition. ISBN 9783540896883.

• 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.

• 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. ESANN 200715 th European Symposium on Artificial Neural Networks. ISBN 2930307072.

• 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.

• 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. CEDI 2007 IV Taller de Minería de Datos y Aprendizaje TAMIDA 2007. ISBN 9788497326025.

• 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. Fifh Mexican International Conference on Artitficial Intelligence. ISBN 0769527221.

• 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. International conference on Machine Learning and Applications 2005. 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. XI Conferencia de la Asociación Española para la Inteligencia Artificial. ISBN 8496474135.

• 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. I CONGRESO ESPAÑOL DE INFORMATICA. ISBN 8497324498.

• 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. IEEE International Conference on Systems, Man and Cybernetics 2004. 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. 17th International Conference on Pattern Recognition ICPR2004. ISBN 0769521282.

• 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. Pattern Recognition in Information Systems. ISBN 9729881634.

• 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). International Conference on Signal Processing, Pattern Recognition and Applications. ISBN 0889863636.

• 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. The IASTED International Conference on Robotics and Applications. ISBN 0889863571.

• 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. X Conferencia de la Asociación Española para la Inteligencia Artificial y V Jornadas de Transferencia Tecnológica de Inteligencia Artificial (CAEPIA-TTIA 2003). ISBN 8483735644.

• 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. IEEE International Conference on Systems, Man & Cybernetics. ISBN 0780379535.

• 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. X Conferencia de la Asociación Española para la Inteligencia Artificial y V Jornadas de Transferencia Tecnológica de Inteligencia Artificial (CAEPIA-TTIA 2003). ISBN 8483735644.

• 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. Proc.~of 1st. Workshop in Education and Practice in Artificial Vision. ISBN 8476538308.

• 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. IASTED International Conference on Artificial Intelligence and Applications. ISBN 0889863903.

• 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. IEEE International conference on Robotics And Automation (ICRA 2002). ISBN 0780372735.

• 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. Proc. of 2nd International Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning. ISBN 952100634X.

• 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. IEEE International Conference on Robotics and Automation (ICRA2002). ISBN 0780372727.

• 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. Proc.of Actas del Workshop "Docencia en Inteligencia Artificial" de la IX Conferencia de la Asociación Española para la Inteligencia Artificial y IV Jornadas de Transferencia Tecnológica de Inteligen. ISBN 8493229709.

• 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. Pattern Recognition and Image Analysis. ISBN 8480213515.

• 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. I Congreso Nacional de Ingeniería para la Agricultura y el Medio Rural. ISBN 8448228693.

• 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. Proc.of IASTED International Conference on Robotics and Applications. 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. 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001. 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. Design and Evaluation of a Telerobotic System with Object Recognition Capabilities. ISBN 0889863180.

• 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. Pattern Recognition and Image Analysis. ISBN 8480213515.

• 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. Pattern Recognition and Image Analysis. ISBN 8480213515.

• 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. Proc.~of 14th Brazilian Symposium on Computer Graphics and Image Processing. ISBN 0769513301.

• 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. Advances in Pattern Recognition. Col·lecció Lecture Notes in Computer Science, vol. 1876 . 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. 4th. World Multiconference onSystemics, kCybernetics and Informatics,. 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. 4th World Multiconference on Systemics, Cybernetics and Informatics. ISBN 9800766936.

• 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. 15th International Conference on Pattern Recognition 2000. ISBN 0769507506.

• 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. Proceedings of SPIE volumen 3836. ISBN 0819434299.

• 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. VIII Encuentros de Geometría Computacional. ISBN 8480212845.

• 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). VIII Symposium Nacional de Reconocimiento de Formas y Análisis de Imágenes. ISBN 8495120801.

• 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. 10th. International Conference on Image Analysis and Processing. ISBN 0769500404.

• 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. Advances in Pattern Recognition (Joint IAPR International Workshops, SSPR'98 and SPR'98). Col·lecció Lecture Notes in Computer Science, vol. 1451. 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. Tasks and Methods in Applied Artificial Intelligence, Lecture Notes in Artificial Intelligence 1416. ISBN 3540645748.

• 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. 14th International Conference on Pattern Recognition (ICPR98). ISBN 0818685123.

• 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. Proc.of the VII Conferencia de la Asociación Española para la Inteligencia Artificial,. ISBN 884987655.

• 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.

• Information Systems Analysis And Design Course For Computer Engineering

  Ricardo Chalmeta Rosaleñ, Manuel Mollar Villanueva, José Salvador Sánchez Garreta. 11th annual International Conference on Education and New Learning Technologies (EDULEARN19). Palma de Mallorca (Espanya). 01-07-2019. Docent. 2019. Ed. International Academy of Technology, Education and Development (IATED). Proceedings of the 11th annual International Conference on Education and New Learning Technologies (EDULEARN 2019). ISBN 9788409120314.

• 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. 11th annual International Conference on Education and New Learning Technologies (EDULEARN19). Palma de Mallorca (Espanya). 01-07-2019. Docent. 2019. Ed. International Academy of Technology, Education and Development (IATED). Proceedings of the 11th annual International Conference on Education and New Learning Technologies (EDULEARN 2019). ISBN 9788409120314.

• 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). Conference Proceedings of 12th International Technology, Education and Development Conference (INTED 2018). 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). Conference Proceedings of 12th International Technology, Education and Development Conference (INTED 2018). ISBN 9788469794807.

• 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). 8th International Conference of Education, Research and Innovation (ICERI2015). ISBN 9788460826576.

• 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). 7th International Conference of Education, Research and Innovation (ICERI 2014). ISBN 9788461724840.

• 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). 8th International Technology, Education and Development Conference (INTED2014). ISBN 9788461684120.

• 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. 2014 Frontiers in education Conference. ISBN 9781479939213.

• 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. XIX Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2013). Simposio-Taller sobre estrategias y herramientas para el aprendizaje y la evaluación. ISBN 9788469580912.

• 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). 7th International Technology, Education and Development Conference (INTED 2013). ISBN 9788461626618.

• 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. El camí a la convergència educativa a Europa: una oportunitat per a la millora educativa en l'UJI. ISBN 8480215348.

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.

Direcció de tesis

• NUEVOS ALGORITMOS BASADOS EN GRAFOS Y CLUSTERING PARA EL TRATAMIENTO DE COMPLEJIDADES DE LOS DATOS

  Autoria: Guzmán Ponce, Angélica. Institucions: Universitat Jaume I (Espanya), Universidad Autónoma de México. Data lectura: 17/03/21. Direcció: José Salvador Sánchez Garreta, Rosa Maria Valdovino Rosas.

• Identificación de personas en condiciones realistas mediante el análisis de la forma de andar y la fusión multi-biométrica

  Autoria: Ortells Lorenzo, Javier. Institució: Universitat Jaume I (Espanya). Data lectura: 19/06/17. Direcció: Ramón Alberto Mollineda Cárdenas, José Salvador Sánchez Garreta.

• Caracterización automática de personas mediante su forma de andar (gait analysis and recognition)

  Autoria: Martín Félez, Raúl. Institució: Universitat Jaume I (Espanya). Data lectura: 30/05/13. Direcció: José Salvador Sánchez Garreta, Ramón Alberto Mollineda Cárdenas.

• Algoritmos de clasificación On-line de flujos de datos en entornos dinámicos

  Autoria: Millán Giraldo, Mónica. Institució: Universitat Jaume I (Espanya). Data lectura: 22/03/13. Direcció: José Salvador Sánchez Garreta, Vicente Javier Traver Roig, Vicente García Jiménez.

• Métodos de edición no supervisada en procesos de agrupamiento para la extracción de conocimiento

  Autoria: Pascual González, Damaris. Institució: Universitat Jaume I (Espanya). Data lectura: 11/03/10. Direcció: Filiberto Pla Bañón, José Salvador Sánchez Garreta.

• Tratamiento de conjuntos de datos con distribuciones de clase no balanceadas: análisis de complejidad, filtrado y clasificación

  Autoria: García Jiménez, Vicente. Institució: Universitat Jaume I (Espanya). Data lectura: 18/02/10. Direcció: Ramón Alberto Mollineda Cárdenas, José Salvador Sánchez Garreta.

• Algoritmos de reconocimiento estadístico de formas aplicados al aprendizaje continuo

  Autoria: Vázquez Mesa, Fernando Daniel. Institució: Universitat Jaume I (Espanya). Data lectura: 28/02/08. Direcció: José Salvador Sánchez Garreta, Filiberto Pla Bañón.

• Técnicas de aprendizaje, clasificación, fusión de información e interpretación automática. Aplicaciones a la inspección visual de frutos

  Autoria: Lozano Albalate, María Teresa. Institució: Universitat Jaume I (Espanya). Data lectura: 25/07/07. Direcció: Filiberto Pla Bañón, José Salvador Sánchez Garreta.

• Métodos de integración, aprendizaje y toma de decisiones en Sistemas Múltiples de Clasificación

  Autoria: Valdovinos Rosas, Rosa María. Institució: Universitat Jaume I (Espanya). Data lectura: 23/06/06. Direcció: José Salvador Sánchez Garreta.

• Algoritmos incrementales de agrupamiento para datos categóricos y Mezclados

  Autoria: Rendón Lara, Eréndira. Institució: Instituto Tecnológico de Toluca (Mexico) (Mèxic). Data lectura: 27-04-2006. Direcció: Sánchez Garreta, José Salvador.

• Tópicos selectos del Perceptron multicapa: muestra de entrenamiento

  Autoria: Gasca Alvarez, Eduardo. Institució: Instituto Tecnológico de Toluca (Mexico) (Mèxic). Data lectura: 23-11-2005. Direcció: Sánchez Garreta, José Salvador.

• Sistema telerobótico distribuido basado en visión por computador y dotado de capacidad de aprendizaje.

  Autoria: Marín Prades, Raúl. Institució: Universitat Jaume I (Espanya). Data lectura: 24/05/02. Direcció: Pedro José Sanz Valero, José Salvador Sánchez Garreta.

Conferències impartides

• 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

• 5th.\ World Multiconference on Systemics, Cybernetics and Informatics. Orlando (USA). . Comité científic. Científic.

• 9ª Conferencia de la Asociación Española para la Inteligencia Artificial. Gijón (Spain). . Comité científic. Científic.

• INIT/AERFAI Summer School on MACHINE LEARNING. Benicassim (Espanya). 22-06-2015. Comité organitzador. Científic.

• 1st International Conference on Pattern Recognition Applications and Methods. Vilamoura, Algarve (Portugal). 06-02-2012. Comité organitzador. Científic.

• 1ª Conferencia Iberoamericana en Sistemas, Cibernética e Informática. Orlando (USA). 19-07-2002. Comité científic. Científic.