Universitat Jaume I

UJI
Serveis
OCIT
Universitat Jaume I

PAL - Pattern Analysis and Learning

Coordinació:
José Salvador Sánchez Garreta

Dep. de Llenguatges i Sistemes Informàtics

Nombre de doctors: 4

Àrees d'aplicació:

Les investigacions que porta a terme el grup de recerca PAL tracten sobre reconeixement de patrons, mineria de dades, classificació, selecció de prototips, selecció de característiques, combinació de classificadors, anàlisis de complexitat de les dades i agrupament. A més, també treballa en big data i tecnologies de machine learning.

Membres

Línies d'investigació

Membres

Direcció

José Salvador Sánchez Garreta

Personal investigador	Dedicació al grup
García Sevilla, Pedro	100 %
Mollineda Cardenas, Ramón Alberto	100 %
Sanchiz Martí, José Miguel	100 %

Personal investigador en Formació	Dedicació al grup
Palomero López de Armentia, Luis	100 %

Projectes

Organisme	Codi	Títol	Inici	Fi
UJI	UJI-B2018-49	METODOLOGÍAS DE APRENDIZAJE AUTOMÁTICO PARA EL ANÁLISIS Y EL PREPROCESADO DE DATOS EN PROBLEMAS DE BIG DATA	01/01/2019	31/12/2021

Publicacions i tesis

Articles en revistes

A Kinect-Based Interactive System for Home-Assisted Active Aging - Article

Gabriel Fuertes Muñoz, Ramón Alberto Mollineda Cardenas, Filiberto Pla Bañón.

SENSORS; 2 pp. 1-26. (2021). ISSN: 1424-8220

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

A. Guzmán Ponce, José Salvador Sánchez Garreta, Rosa María Valdovinos Rosas, J.R. Marcial Romero.

EXPERT SYSTEMS WITH APPLICATIONS; 168 pp. 1-12. (2021). ISSN: 0957-4174

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

Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal, R. Florencia, G. Rivera.

EXPERT SYSTEMS WITH APPLICATIONS; 158 pp. 1-19. (2020). ISSN: 0957-4174

Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things - Article

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; 8 pp. 22366-22377. (2020). ISSN: 2169-3536

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

Angélica Guzmán Ponce, Rosa María Valdovinos, José Salvador Sánchez Garreta, José Raymundo Marcial Romero .

APPLIED SCIENCES-BASEL; 15 pp. 1-22. (2020). ISSN: 2076-3417

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

Ana Isabel Marqués Marzal, Vicente García, José Salvador Sánchez Garreta.

PROGRESS IN ARTIFICIAL INTELLIGENCE; 3 pp. 171-193. (2020). ISSN: 2192-6352

Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites - Article

Damian Ibañez Fernandez, Rubén Fernández Beltrán, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Moreno, Filiberto Pla Bañón.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; 13 pp. 5439-5454. (2020). ISSN: 1939-1404

Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory - Article

Laura Cleofás Sánchez, José Salvador Sánchez Garreta, Vicente García.

PROGRESS IN ARTIFICIAL INTELLIGENCE; 1 pp. 63-71. (2019). ISSN: 2192-6352

Dissimilarity-Based Linear Models for Corporate Bankruptcy Prediction - Article

Vicente García, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta, Humberto J. Ochoa Domínguez.

COMPUTATIONAL ECONOMICS; 3 pp. 1019-1031. (2019). ISSN: 0927-7099

Using regression models for predicting the product quality in a tubing extrusion process - Article

Vicente García, José Salvador Sánchez Garreta, Luis Alberto Rodríguez Picón, Luis Carlos Méndez González, Humberto de Jesús Ochoa Domínguez.

JOURNAL OF INTELLIGENT MANUFACTURING ; 6 pp. 2535-2544. (2019). ISSN: 0956-5515

Synergetic Application of Multi-Criteria Decision-Making Models to Credit Granting Decision Problems - Article

Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal.

APPLIED SCIENCES-BASEL; 23 pp. 1-15. (2019). ISSN: 2076-3417

Estudio empírico del enfoque asociativo en el contexto de los problemas de clasificación - Article

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; 2 pp. 601-617. (2019). ISSN: 1405-5546

Online reconstruction-free single-pixel image classification - Article

Pedro Latorre Carmona, Vicente Javier Traver Roig, José Salvador Sánchez Garreta, Enrique Ataulfo Tajahuerce Romera.

IMAGE AND VISION COMPUTING ; 86 pp. 28-37. (2019). ISSN: 0262-8856

A RGBD-Based Interactive System for Gaming-Driven Rehabilitation of Upper Limbs - Article

Gabriel Fuertes Muñoz, Ramón Alberto Mollineda Cardenas, Jesús Gallardo Casero, Filiberto Pla Bañón.

SENSORS; 16 pp. 1-16. (2019). ISSN: 1424-8220

Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction - Article

Vicente García, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta.

INFORMATION FUSION; 47 pp. 88-101. (2019). ISSN: 1566-2535

A regression model based on the nearest centroid neighborhood - Article

Vicente García, José Salvador Sánchez Garreta, Ana Isabel Marqués Marzal, R. Martínez-Peláez.

PATTERN ANALYSIS AND APPLICATIONS ; 4 pp. 941-951. (2018). ISSN: 1433-7541

Vision-based gait impairment analysis for aided diagnosis - Article

Javier Ortells Lorenzo, María Trinidad Herrero Ezquerro, Ramón Alberto Mollineda Cardenas.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING; 9 pp. 1553-1564. (2018). ISSN: 0140-0118

Gait recognition from corrupted silhouettes: a robust statistical approach - Article

Javier Ortells Lorenzo, Ramón Alberto Mollineda Cardenas, Boris Mederos, Raúl Martín Félez.

MACHINE VISION AND APPLICATIONS ; 1 pp. 15-33. (2017). ISSN: 0932-8092

Noise Reduction in Small Animal PET Images Using a Variational Non-Convex Functional - Article

José Mejia, Boris Mederos, Ramón Alberto Mollineda Cardenas, Leticia Ortega Maynez.

IEEE TRANSACTIONS ON NUCLEAR SCIENCE ; 5 pp. --. (2016). ISSN: 0018-9499

Financial distress prediction using the hybrid associative memory with translation - Article

L. Cleofás Sánchez, V. García Jiménez, Ana Isabel Marqués Marzal, José Salvador Sánchez Garreta.

APPLIED SOFT COMPUTING ; 44 pp. --. (2016). ISSN: 1568-4946

Reconstruction of noisy signals by minimization of non-convex functionals - Article

Boris Mederos, Ramón Alberto Mollineda Cardenas, Julian Antolín Camarena.

NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS ; 32 pp. 355-376. (2016). ISSN: 1468-1218

Associative learning on imbalanced environments: An empirical study - Article

L. Cleofás Sánchez, José Salvador Sánchez Garreta, V. García Jiménez, R.M. Valdovinos Rosas.

EXPERT SYSTEMS WITH APPLICATIONS; 54 pp. --. (2016). ISSN: 0957-4174

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. (Edició)

Springer, Cham (Suiza). (2019). ISBN: 9783030313319

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. (Edició)

Springer, Cham (Suiza). (2019). ISBN: 9783030313203

Pattern Recognition and Image Analysis (8th Iberian Conference, IbPRIA 2017 Proceedings)

Luís A. Alexandre, José Salvador Sánchez Garreta, Joao Rodrigues. (Edició)

Springer, Cham (Suiza). (2017). ISBN: 9783319588377

Treballs presentats en congressos publicats

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 (España)

2020. ISSN: 0302-9743

Weighted Complete Graphs for Condensing Data

A. 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 (México)

2020. ISSN: 1571-0661

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 (España)

Springer, 2019. ISBN: 9783030134686

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 (España)

Springer, 2019. ISBN: 9783030313319

Usability Study of a Kinect-Based Rehabilitation Tool for the Upper Limbs

Gabriel Fuertes Muñoz, Jesús Gallardo Casero, Ramón Alberto Mollineda Cardenas.

7th World Conference on Information Systems and Technologies (WorldCist'19). La Toja (España)

Springer, 2019. ISBN: 9783030161835

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 (España)

Autoeditado por Comité congreso, 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 (México)

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 (Marruecos)

Association for Computing Machinery (ACM), 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)

Springer, 2017. 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 (España)

Springer, 2016. ISBN: 9783319320335

Detection of Duplicate Identities in Streams of Biometric Samples: A Gait-Based Case Study

Javier Ortells Lorenzo, Ramón Alberto Mollineda Cardenas.

23rd International Conference on Pattern Recognition (ICPR). Cancún (México)

IEEE, 2016. ISBN: 9781509048465

Tesis dirigides

NUEVOS ALGORITMOS BASADOS EN GRAFOS Y CLUSTERING PARA EL TRATAMIENTO DE COMPLEJIDADES DE LOS DATOS
Autoria: Guzmán Ponce, Angélica. Institució: Universitat Jaume I. Data lectura: 17/03/21

Direcció: Sánchez Garreta, José Salvador
Análisis automático del patrón de la marcha mediante visión por computador: problemas, métodos y aplicaciones
Autoria: Ortells Lorenzo, Javier. Institució: Universitat Jaume I. Data lectura: 19/06/17

Direcció: Mollineda Cardenas, Ramón Alberto; Sánchez Garreta, José Salvador