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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

Heuristic based sampling in estimation of distribution algorithms: An initial approach

  • de la Ossa, L
  • Gamez, JA
  • Puerta, JM;

Lecture Notes In Computer Science (p. 384-393) - 1/1/2004

  • ISSN 03029743
  • iMarina

Migration of probability models instead of individuals: An alternative when applying the island model to EDAs

  • delaOssa, L
  • Gamez, JA
  • Puerta, JM;

Lecture Notes In Computer Science (p. 242-252) - 1/1/2004

  • ISSN 03029743
  • iMarina

An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests

  • de Campos, LM
  • Fernandez-Luna, JM
  • Puerta, JM;

International Journal Of Intelligent Systems (p. 221-235) - 1/2/2003

10.1002/int.10085 View at source

  • ISSN 08848173

Local search methods for learning Bayesian networks using a modified neighborhood in the space of DAGs

  • de Campos, LM
  • Fernandez-Luna, JM
  • Puerta, JM;

Lecture Notes In Computer Science (p. 182-192) - 1/1/2002

  • ISSN 03029743
  • 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