Anàlisi i aprenentatge de patrons

Codi del grup: 191

• 12.03.04 - INTELIGENCIA ARTIFICIAL
• 12.03.06 - SISTEMAS AUTOMATIZADOS DE CONTROL DE CALIDAD
• 12.09.03 - ANALISIS DE DATOS

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• Detección de ruido en aprendizaje semisupervisado con el uso de flujos de datos - Article
D. Pascual González, F.D. Vázquez Mesa, José Salvador Sánchez Garreta, Filiberto Pla Bañón.
REVISTA FACULTAD DE INGENIERIA UNIVERSIDAD DE ANTIOQUIA; 71 pp. 37-47. (2014). ISSN: 0120-6230

• Equilibrating the Recognition of the Minority Class in the Imbalance Context - Article
L. Cleofás Sánchez, O. Camacho Nieto, José Salvador Sánchez Garreta, C. Yáñez Márquez, R.M. Valdovinos Rosas.
APPLIED MATHEMATICS & INFORMATION SCIENCES; 1 pp. 27-36. (2014). ISSN: 2325-0399

• Improving Hyperspectral Pixel Classification With Unsupervised Training Data Selection - Article
Olga Rajadell Rojas, Pedro García Sevilla, Viet Cuong Dinh, Robert P. W. Duin.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; 3 pp. 656-660. (2014). ISSN: 1545-598X

• A bias correction function for classification performance assessment in two-class imbalanced problems - Article
Vicente García Jiménez, Ramón Alberto Mollineda Cardenas, José Salvador Sánchez Garreta.
KNOWLEDGE-BASED SYSTEMS; 59 pp. 66-74. (2014). ISSN: 0950-7051

• Face gender classification: A statistical study when neutral and distorted faces are combined for training and testing purposes - Article
Yasmina Andreu Cabedo, Pedro García Sevilla, Ramón Alberto Mollineda Cardenas.
IMAGE AND VISION COMPUTING ; 1 pp. 27-36. (2014). ISSN: 0262-8856

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 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
Javier Ortells Lorenzo, Ramón Alberto Mollineda Cardenas.
7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2015). Santiago de Compostela (España)
2015. ISSN: 0302-9743

• Analysis of the Effect of Image Resolution on Automatic Face Gender Classification
Yasmina Andreu Cabedo, Josep López-Centelles, Ramón Alberto Mollineda Cardenas, Pedro García Sevilla.
22nd International Conference on Pattern Recognition (ICPR 2014). Stockholm (Suecia)
IEEE, 2014. ISBN: 9781479952090

• Automatic Enrollment for Gait-based Person Re-identification
Javier Ortells Lorenzo, Raúl Martín Félez, Ramón Alberto Mollineda Cardenas.
7th International Conference on Machine Vision (ICMV2014). Milan (Italia)
2014. ISSN: 0277-786X

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

• 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
  
  
• Face gender classification under realistic conditions. Dealing with neutral, expressive and partially occluded faces
  Autoria: Andreu Cabedo, Yasmina. Institució: Universitat Jaume I. Data lectura: 09/09/14
  Direcció: García Sevilla, Pedro; Mollineda Cardenas, Ramón Alberto
  
  
• Pedestrian classification from digital images: evaluation of unconventional learners and a new descriptor
  Autoria: Serra Toro, Carlos. Institució: Universitat Jaume I. Data lectura: 21/07/14
  Direcció: Traver Roig, Vicente Javier; Montoliu Colás, Raúl
  
  

• US2016/0360186A1 - Methods and Systems for Human Action Recognition Using 3D Integral Imaging