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

Publications

Volume, variety and velocity in Data Science

  • Alonso-Betanzos, Ampar
  • Gamez, Jose A.
  • Herrera, Francisco
  • Puerta, Jose M.
  • Riquelme, Jose C.;

Knowledge-Based Systems (p. 1-2) - 1/2/2017

10.1016/j.knosys.2016.11.005 View at source

  • ISSN 09507051

Structural learning of Bayesian networks using local algorithms based on the space of orderings

  • Alonso-Barba, Juan I.
  • delaOssa, Luis
  • Puerta, Jose M.;

Soft Computing (p. 1881-1895) - 1/10/2011

10.1007/s00500-010-0623-x View at source

  • ISSN 14327643

Structural Learning of Bayesian Networks Via Constrained Hill Climbing Algorithms: Adjusting Trade-off between Efficiency and Accuracy

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

International Journal Of Intelligent Systems (p. 292-325) - 1/3/2015

10.1002/int.21701 View at source

  • ISSN 08848173

Speeding up incremental wrapper feature subset selection with Naive Bayes classifier

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

Knowledge-Based Systems (p. 140-147) - 1/1/2014

10.1016/j.knosys.2013.10.016 View at source

  • ISSN 09507051

Searching for the best elimination sequence in Bayesian networks by using ant colony optimization

  • Gamez, JA
  • Puerta, JM;

Pattern Recognition Letters (p. 261-277) - 1/1/2002

10.1016/s0167-8655(01)00123-4 View at source

  • ISSN 01678655

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

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

One iteration CHC algorithm for learning Bayesian networks: an effective and efficient algorithm for high dimensional problems

  • Gamez, Jose A.
  • Mateo, Juan L.
  • Puerta, Jose M.;

Progress In Artificial Intelligence (p. 329-346) - 1/12/2012

10.1007/s13748-012-0033-7 View at source

  • ISSN 21926352

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

On the discovery of association rules by means of evolutionary algorithms

  • del Jesus, Maria J.
  • Gamez, Jose A.
  • Gonzalez, Pedro
  • Puerta, Jose M.;

Wiley Interdisciplinary Reviews-Data Mining And Knowledge Discovery (p. 397-415) - 1/9/2011

10.1002/widm.18 View at source

  • ISSN 19424787

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

Constrained score plus (local) search methods for learning Bayesian networks

  • Gamez, JA
  • Puerta, JM;

Lecture Notes In Computer Science (p. 161-173) - 1/1/2005

  • ISSN 03029743
  • iMarina

Comparison of Balancing Techniques for Multimedia IR over Imbalanced Datasets

  • Bermejo, Pablo
  • Hopfgartner, Frank
  • Gamez, Jose A.
  • Puerta Callejon, Jose M.
  • Jose, Joemon M.;

2009 24th International Symposium On Computer And Information Sciences (p. 672-+) - 1/1/2009

  • iMarina

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

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

Avoiding premature convergence in Estimation of Distribution Algorithms

  • delaOssa, Luis
  • Gamez, Jose A.
  • Mateo, Juan L.
  • Puerta, Jose M.;

Ieee Transactions On Evolutionary Computation (p. 455-462) - 1/1/2009

10.1109/cec.2009.4982981 View at source

  • ISSN 1089778X

Attribute construction for e-mail foldering by using wrappered forward greedy search

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

Iceis 2007: Proceedings Of The Ninth International Conference On Enterprise Information Systems (p. 247-252) - 1/1/2007

  • iMarina

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

Analyzing the Impact of the Discretization Method When Comparing Bayesian Classifiers

  • Julia Flores, M.
  • Gamez, Jose A.
  • Martinez, Ana M.
  • Puerta, Jose M.;

Lecture Notes In Computer Science (p. 570-579) - 1/1/2010

  • 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

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

This researcher has no working papers.

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This researcher has no patents or software licenses.

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