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Puerta Peña, José Manuel josemanuel.puerta@urjc.es

Ciencias de la Computación, Arquitectura de Computadores, Lenguajes y Sistemas Informáticos y Estadística e Investigación Operativa / Universidad Rey Juan Carlos

Publications

Predicting injury risk using machine learning in male youth soccer players

  • Javier Robles-Palazon, Francisco
  • Puerta-Callejon, Jose M.
  • Gamez, Jose A.
  • Croix, Mark De Ste
  • Cejudo, Antonio
  • Santonja, Fernando
  • de Baranda, Pilar Sainz
  • Ayala, Francisco;
... View more Collapse

Chaos Solitons & Fractals - 14/1/2023

10.1016/j.chaos.2022.113079 View at source

  • ISSN 09600779

Ranking-based scores for the assessment of aesthetic quality in photography

  • Rubio, Fernando
  • Flores, M. Julia
  • Puerta, Jose M.;

Signal Processing-Image Communication - 12/7/2022

10.1016/j.image.2022.116803 View at source

  • ISSN 09235965

Factual and Counterfactual Explanations in Fuzzy Classification Trees

  • Fernandez, Guillermo
  • Aledo, Juan A.
  • Gamez, Jose Antonio
  • Puerta, Jose M.;

Ieee Transactions On Fuzzy Systems (p. 5484-5495) - 1/12/2022

10.1109/tfuzz.2022.3179582 View at source

  • ISSN 10636706

A Field-Based Approach to Determine Soft Tissue Injury Risk in Elite Futsal Using Novel Machine Learning Techniques

  • Ruiz-Perez, Inaki
  • Lopez-Valenciano, Alejandro
  • Hernandez-Sanchez, Sergio
  • Puerta-Callejon, Jose M.
  • De Ste Croix, Mark
  • Sainz de Baranda, Pilar
  • Ayala, Francisco;
... View more Collapse

Frontiers In Psychology - 5/2/2021

10.3389/fpsyg.2021.610210 View at source

  • ISSN 16641078

Efficient and accurate structural fusion of Bayesian networks

  • Puerta, Jose M.
  • Aledo, Juan A.
  • Gamez, Jose A.
  • Laborda, Jorge D.;

Information Fusion (p. 155-169) - 1/2/2021

10.1016/j.inffus.2020.09.003 View at source

  • ISSN 15662535

An Application for Aesthetic Quality Assessment in Photography with Interpretability Features

  • Perona, Fernando Rubio
  • Flores Gallego, Maria Julia
  • Puerta Callejon, Jose Miguel;

Entropy - 1/11/2021

10.3390/e23111389 View at source

  • ISSN 10994300

A Bayesian Network approach to study the relationships between several neuromuscular performance measures and dynamic postural control in futsal players

  • Ruiz-Perez, Inaki
  • Ayala, Francisco
  • Miguel Puerta, Jose
  • Elvira, Jose L. L.
  • De Ste Croix, Mark
  • Hernandez-Sanchez, Sergio
  • Jose Vera-Garcia, Francisco;
... View more Collapse

Plos One - 25/7/2019

10.1371/journal.pone.0220065 View at source

  • ISSN 19326203

A Preventive Model for Muscle Injuries: A Novel Approach based on Learning Algorithms

  • Lopez-Valenciano, Alejandro
  • Ayala, Francisco
  • Miguel Puerta, Jose
  • De Ste Croix, Mark Brian Amos
  • Jose Vera-Garcia, Francisco
  • Hernandez-Sanchez, Sergio
  • Ruiz-Perez, Inaki
  • Myer, Gregory D.;
... View more Collapse

Medicine And Science In Sports And Exercise (p. 915-927) - 1/5/2018

10.1249/mss.0000000000001535 View at source

  • ISSN 01959131

On the use of local search heuristics to improve GES-based Bayesian network learning

  • Alonso, Juan I.
  • de la Ossa, Luis
  • Gamez, Jose A.
  • Puerta, Jose M.;

Applied Soft Computing (p. 366-376) - 1/3/2018

10.1016/j.asoc.2017.12.011 View at source

  • ISSN 15684946

Adapting the CMIM algorithm for multilabel feature selection. A comparison with existing methods

  • Bermejo, Pablo
  • Gamez, Jose A.
  • Puerta, Jose M.;

Expert Systems - 1/2/2018

10.1111/exsy.12230 View at source

  • ISSN 14680394

Navegar en Internet

  • José Manuel Puerta Peña
  • Ángel Luis Pinazo Perpiñán
  • Marcos Pinazo Perpiñán

1/1/1997

  • ISBN 8489554609
  • iMarina

Learning Probabilistic Graphical Models: A Review of Techniques and Applications in Medicine

  • Alonso-Barba, Juan I.
  • Nielsen, Jens D.
  • de la Ossa, Luis
  • Puerta, Jose M.;

Medical Applications Of Intelligent Data Analysis: Research Advancements (p. 223-236) - 1/1/2012

10.4018/978-1-4666-1803-9.ch015 View at source

Structural Fusion/Aggregation of Bayesian Networks via Greedy Equivalence Search Learning Algorithm

  • Puerta, Jose M.
  • Angel Aledo, Juan
  • Antonio Gamez, Jose
  • Laborda, Jorge D.;

Lecture Notes In Computer Science (p. 432-443) - 1/1/2019

10.1007/978-3-030-29765-7_36 View at source

  • ISSN 03029743

Drawing a baseline in Aesthetic Quality Assessment

  • Rubio, Fernando
  • Flores, M. Julia
  • Puerta, Jose M.;

Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2018

10.1117/12.2311288 View at source

  • ISSN 0277786X

OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees

  • Rivera-Lopez, Rafael
  • Canul-Reich, Juana
  • Gamez, Jose A.
  • Puerta, Jose M.;

Lecture Notes In Computer Science (p. 427-438) - 1/1/2017

10.1007/978-3-319-59063-9_38 View at source

  • ISSN 03029743

A scalable pairwise class interaction framework for multidimensional classification

  • Arias, Jacinto
  • Gamez, Jose A.
  • Nielsen, Thomas D.
  • Puerta, Jose M.;

International Journal Of Approximate Reasoning (p. 194-210) - 1/1/2016

10.1016/j.ijar.2015.07.007 View at source

  • ISSN 0888613X

Construction of a Semi-Naive model to predict early readmission of COPD patients by using quality care information

  • Bermejo, Pablo
  • Gamez, Jose A.
  • Puerta, Jose M.
  • Esquivias, Marco A.
  • Tarraga, Pedro J.;

Ieee International Conference On Data Mining Workshops, Icdmw (p. 233-240) - 1/1/2016

10.1109/icdmw.2016.34 View at source

  • ISSN 23759232

B-LEARNING EXPERIENCES ON THE MASTER DEGREE IN COMPUTING ENGINEERING IN ALBACETE

  • Barba Sanchez, Virginia
  • Arias Antunez, Enrique
  • Carmen Carrion Espinosa, M.
  • Casado Gonzalez, Rafael
  • Puerta Callejon, Jose M.;

Edulearn16: 8th International Conference On Education And New Learning Technologies (p. 1971-1977) - 1/1/2016

  • ISSN 23401117
  • iMarina

A Data-Driven Probabilistic CTU Splitting Algorithm for Fast H.264/HEVC Video Transcoding

  • Honrubia AJD
  • Martinez JL
  • Cuenca P
  • Gamez JA
  • Puerta JM

Proceedings Of The Data Compression Conference (p. 449-449) - 1/1/2015

10.1109/dcc.2015.46 View at source

  • ISSN 10680314

Ant Colony and Surrogate Tree-Structured Models for Orderings-Based Bayesian Network Learning

  • Alonso-Barba, Juan I.
  • de la Ossa, Luis
  • Regnier-Coudert, Olivier
  • McCall, John
  • Gamez, Jose A.
  • Puerta, Jose M.;

Gecco'15: Proceedings Of The 2015 Genetic And Evolutionary Computation Conference (p. 543-550) - 1/1/2015

10.1145/2739480.2754806 View at source

Scalable Learning of k-dependence Bayesian Classifiers under MapReduce

  • Arias, Jacinto
  • Gamez, Jose A.
  • Puerta, Jose M.;

2015 Ieee Trustcom/Bigdatase/Ispa, Vol 2 (p. 25-32) - 1/1/2015

10.1109/trustcom.2015.558 View at source

  • ISSN 23249013

COORDINATION IN A COMPUTING DEGREE: MECHANISMS AND LESSONS LEARNED

  • Bermudez, A.
  • Garcia-Varea, I.
  • Lopez, M. T.
  • Martinez, J. L.
  • Montero, F.
  • Puerta, J. M.
  • Rodriguez, L.
  • Rojo, T.;
... View more Collapse

Edulearn16: 8th International Conference On Education And New Learning Technologies (p. 216-227) - 1/1/2015

  • ISSN 23401117
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 3/5/24 6:54 PM