Universitat Jaume I

PAL - Pattern Analysis and Learning

Coordinació:
José Salvador Sánchez Garreta

Dep. de Llenguatges i Sistemes Informàtics

Nombre de doctors: 5

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

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
UJI	P1·1B2015-74	ANÁLISIS AUTOMÁTICO DE ALTERACIONES DE AL MARCHA Y DE LA POSTURA EN PACIENTES DE PÁRKINSON MEDIANTE VISIÓN POR COMPUTADOR (PARKINSONIAN GAIT ANALYSIS)	01/01/2016	31/12/2018
MINECO	TIN2015-70202-P	METODOLOGÍAS AVANZADAS PARA EL DISEÑO, DESARROLLO, EVALUACIÓN E INTEGRACIÓN DE ALGORITMOS DE LOCALIZACIÓN EN INTERIORES	01/01/2016	31/12/2018

Publicacions i tesis

Articles en revistes

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

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

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

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

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

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

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

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

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

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

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

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

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

An insight into the experimental design for credit risk and corporate bankruptcy prediction systems - Article

Vicente García Jiménez, A.I. Marqués, José Salvador Sánchez Garreta.

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS; 1 pp. 159-189. (2015). ISSN: 0925-9902

Mapping microarray gene expression data into dissimilarity spaces for tumor classification - Article

V. García Jiménez, José Salvador Sánchez Garreta.

INFORMATION SCIENCES; 294 pp. 362-375. (2015). ISSN: 0020-0255

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 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

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

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

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

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

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

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 (España)

2015. ISSN: 0302-9743

Person Enrollment by Face-Gait Fusion