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Flores Gallego, María Julia Author

Handling numeric attributes when comparing Bayesian network classifiers: does the discretization method matter?

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

APPLIED INTELLIGENCE - 1/6/2011

10.1007/s10489-011-0286-z

Cite count: 28 (Web of Science) 28 (Scopus)
  • SJR Quartile: Q2
  • JCR Impact Factor: 0.849 (2011)
  • CiteScore: 6.8 (2020)
  • SJR: 0.477 (2011
  • SNIP: 1.466 (2011
  • JCR 5-year Impact Factor: 1.097
  • JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
  • SJR Categories: Artificial Intelligence (Q2)

Incorporating expert knowledge when learning Bayesian network structure: A medical case study

  • Julia Flores, M.
  • Nicholson, Ann E.
  • Brunskill, Andrew
  • Korb, Kevin B.
  • Mascaro, Steven

ARTIFICIAL INTELLIGENCE IN MEDICINE - 1/11/2011

10.1016/j.artmed.2011.08.004

Cite count: 98 (Web of Science) 77 (Scopus)
  • SJR Quartile: Q2
  • JCR Impact Factor: 1.345 (2011)
  • CiteScore: 8 (2020)
  • SJR: 0.519 (2011
  • SNIP: 1.446 (2011
  • JCR 5-year Impact Factor: 1.583
  • JCR Categories: ENGINEERING, BIOMEDICAL
  • SJR Categories: Artificial Intelligence (Q2); Medicine (miscellaneous) (Q2)
Open Access

Preface

  • Agosta J.M.
  • Nicholson A.
  • Flores M.J.

CEUR Workshop Proceedings - 1/1/2012

Cite count:
  • CiteScore: 0.8 (2020)
  • SJR: 0.174 (2012
  • SNIP: 0.272 (2012
  • SJR Categories: Computer Science (miscellaneous)

Mining the ESROM:: A study of breeding value classification in Manchego sheep by means of attribute selection and construction

  • Flores, M. Julia
  • Gamez, Jos A.
  • Mateo, Juan L.

COMPUTERS AND ELECTRONICS IN AGRICULTURE - 1/3/2008

10.1016/j.compag.2007.08.004

Cite count: 9 (Web of Science) 10 (Scopus)
  • SJR Quartile: Q1
  • CiteScore: 8.6 (2020)
  • SJR: 0.706 (2008
  • SNIP: 1.66 (2008
  • SJR Categories: Agronomy and Crop Science (Q1); Forestry (Q1); Horticulture (Q1); Animal Science and Zoology (Q2); Computer Science Applications (Q2)

Incremental Compilation of Bayesian networks

  • Flores, M. Julia
  • Gámez, José A.
  • Olesen, Kristian G.

CoRR - 2012

  • ORCID
Open Access

<i>Plug & Play</i> object oriented Bayesian networks

  • Bangso, O
  • Flores, MJ
  • Jensen, FV
  • Conejo, R
  • Urretavizcaya, M
  • PerezDeLaCruz, JL

CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE - 1/1/2004

10.1007/978-3-540-25945-9_45

Cite count: 8 (Web of Science) 12 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.347 (2004
  • SNIP: 0.851 (2004

Combining state and transition models with dynamic Bayesian networks

  • Nicholson, Ann E.
  • Julia Flores, M.

ECOLOGICAL MODELLING - 10/2/2011

10.1016/j.ecolmodel.2010.10.010

Cite count: 26 (Web of Science) 27 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 2.326 (2011)
  • CiteScore: 4.9 (2020)
  • SJR: 1.186 (2011
  • SNIP: 1.14 (2011
  • JCR 5-year Impact Factor: 2.714
  • JCR Categories: ECOLOGY
  • SJR Categories: Ecological Modeling (Q1)

Design and simulation of a thermal comfort adaptive system based on fuzzy logic and on-line learning

  • Bermejo, Pablo
  • Redondo, Luis
  • de la Ossa, Luis
  • Rodriguez, Daniel
  • Flores, Julia
  • Urea, Carmen
  • Gamez, Jose A.
  • Puerta, Jose M.
... View more Collapse

ENERGY AND BUILDINGS - 1/6/2012

10.1016/j.enbuild.2012.02.032

Cite count: 54 (Web of Science) 57 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 2.679 (2012)
  • CiteScore: 10.9 (2020)
  • SJR: 1.745 (2012
  • SNIP: 2.717 (2012
  • JCR 5-year Impact Factor: 3.254
  • JCR Categories: ENGINEERING, CIVIL
  • SJR Categories: Building and Construction (Q1); Civil and Structural Engineering (Q1); Electrical and Electronic Engineering (Q1); Mechanical Engineering (Q1)
Open Access

An Application for Aesthetic Quality Assessment in Photography with Interpretability Features

  • Fernando Rubio Perona
  • M. Julia Flores
  • José Miguel Puerta Callejón

ENTROPY - 11/2021

10.3390/e23111389

Cite count: 7 (Web of Science)
  • JCR Impact Factor: 2.738 (2021)
  • JCR 5-year Impact Factor: 2.642
  • JCR Categories: PHYSICS, MULTIDISCIPLINARY
Open Access

Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

  • Rosa F. Ropero
  • M. Julia Flores
  • Rafael Rumí

ENVIRONMENTAL AND ECOLOGICAL STATISTICS - 1/3/2024

10.1007/s10651-023-00587-2

Cite count: 1 (Web of Science) 1 (Scopus)
  • CiteScore: 5.9 (2023)
  • SJR: 0.605 (2023
  • SNIP: 0.867 (2023

Supervised Classification with Bayesian Networks: A Review on Models and Applications

  • Julia Flores, M.
  • Gamez, Jose A.
  • Martinez, Ana M.
  • MagdalenaBenedito, R
  • MartinezSober, M
  • MartinezMartinez, JM
  • VilaFrances, J
  • EscandellMontero, P
... View more Collapse

INTELLIGENT DATA ANALYSIS FOR REAL-LIFE APPLICATIONS: THEORY AND PRACTICE - 1/12/2012

10.4018/978-1-4666-1806-0.ch005

Cite count: 19 (Web of Science) 16 (Scopus)
  • JCR Quartile: Q2 (2012)
  • Category normalized Impact: 0.23 (2012)

Learning linguistic fuzzy rules by using estimation of distribution algorithms as the search engine in the COR methodology

  • Flores J.
  • Gámez J.
  • Puerta J.

Studies in Fuzziness and Soft Computing - 11/12/2006

10.1007/11007937_11

Cite count: 4 (Scopus)
  • SJR Quartile: Q3
  • CiteScore: 1.1 (2020)
  • SJR: 0.127 (2006
  • SNIP: 0.121 (2006
  • SJR Categories: Computer Science (miscellaneous) (Q3); Computational Mathematics (Q4)

Dynamic OOBNs Applied to Water Management in Dams

  • Julia Flores, M.
  • Nicholson, Arm E.
  • Ropero, Rosa F.
  • IEEE

2016 IEEE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND APPLICATIONS (ICKEA 2016) - 30/12/2016

10.1109/ickea.2016.7803030

Cite count: 1 (Web of Science) 1 (Scopus)
  • Category normalized Impact: 0.252 (2016)
  • SJR Categories: Biomedical Engineering; Computer Science Applications; Statistics and Probability

Evaluation of a Thermal-Comfort Control System

  • Bermejo, Pablo
  • Redondo, Luis
  • delaOssa, Luis
  • Rodriguez, Daniel
  • Julia Flores, M.
  • Urea, Carmen
  • Gamez, Jose A.
  • Martinez-Gomez, Jesus
  • Puerta, Jose M.
  • Grana, M
  • Toro, C
  • Posada, J
  • Howlett, RJ
  • Jain, LC
... View more Collapse

ADVANCES IN KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS - 1/1/2012

10.3233/978-1-61499-105-2-746

Cite count:
  • CiteScore: 0.6 (2020)
  • SJR: 0.231 (2012
  • SNIP: 0.543 (2012

A review on distinct methods and approaches to perform triangulation for Bayesian networks

  • Flores, M. Julia
  • Gamez, Jose A.
  • Lucas, P
  • Gamez, JA
  • Salmeron, A

ADVANCES IN PROBABILISTIC GRAPHICAL MODELS - 2007

10.1007/978-3-540-68996-6_6

Cite count: 5 (Web of Science)

Preface

  • Agosta, J.M.
  • Nicholson, A.
  • Flores, M.J.

CEUR Workshop Proceedings - 2012

  • SJR Categories: Computer Science (miscellaneous)
  • ORCID
Open Access

The PDG-Mixture Model for Clustering

  • Flores M.
  • Gámez J.
  • Nielsen J.

DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS - 28/9/2009

10.1007/978-3-642-03730-6_30

Cite count: 2 (Web of Science) 3 (Scopus)
  • JCR Quartile: Q2 (2009)
  • Category normalized Impact: 0.401 (2009)
  • CiteScore: 1.8 (2020)
  • SJR: 0.302 (2009
  • SNIP: 0.586 (2009

SUPPORTING INTELLIGENT SYSTEMS TEACHING BY MEANS OF COMPUTER GAMES PROGRAMMING

  • Alonso, Juan I.
  • de la Ossa, Luis
  • Julia Flores, M.
  • Gamez, Jose A.
  • Martinez-Gomez, Jesus
  • Puerta, Jose M.
  • Chova, LG
  • Belenguer, DM
  • Torres, IC
... View more Collapse

EDULEARN10: INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES - 2010

Cite count: 2 (Web of Science)
Open Access

Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers

  • Martinez, Ana M.
  • Webb, Geoffrey I.
  • Julia Flores, M.
  • Gamez, Jose A.
  • Corchado, E
  • Snasel, V
  • Abraham, A
  • Wozniak, M
  • Grana, M
  • Cho, SB
... View more Collapse

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT II - 29/3/2012

10.1007/978-3-642-28931-6_15

Cite count: 3 (Web of Science) 2 (Scopus)
  • CiteScore: 1.8 (2020)
  • SJR: 0.346 (2012
  • SNIP: 0.781 (2012

Impact on Bayesian Networks Classifiers when learning from imbalanced datasets

  • Flores M.J.
  • Gámez J.A.

ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings - 1/1/2015

10.5220/0005201103820389

Cite count:
  • SJR Categories: Electrical and Electronic Engineering

Applicability of estimation of distribution algorithms to the fuzzy rule learning problem: A preliminary study

  • Flores M.
  • Gamez J.

ICEIS 2002 - Proceedings of the 4th International Conference on Enterprise Information Systems - 1/1/2002

Cite count: 1 (Scopus)

Meeting the causal discovery challenge with CaMML

  • Pérez-Ariza, C. B.
  • Flores, M. J.
  • Woodberry, O.
  • Nicholson, A. E.
  • Korb, K. B.
  • Allison, L.

In World Congress on Computational Intelligence (WCCI-08). - 2008

  • ORCID

This author has no patents.

Tumor susceptibility of <i>p21</i><SUP>Waf1/Cip1</SUP>-deficient mice

  • Martín-Caballero, J
  • Flores, JM
  • García-Palencia, P
  • Serrano, M

CANCER RESEARCH - 15/8/2001

Cite count: 299 (Web of Science)

Mixture of truncated exponentials in supervised classification: Case study for the naive bayes and averaged one-dependence estimators classifiers

  • Flores, M.J.
  • Gámez, J.A.
  • Martínez, A.M.
  • Salmerón, A.

International Conference on Intelligent Systems Design and Applications, ISDA - 1/12/2011

10.1109/isda.2011.6121720

Cite count: 7 (Scopus)
  • SJR Categories: Artificial Intelligence; Computer Science Applications; Control and Systems Engineering; Signal Processing

Short telomeres result in organismal hypersensitivity to ionizing radiation in mammals

  • Goytisolo, FA
  • Samper, E
  • Martín-Caballero, J
  • Finnon, P
  • Herrera, E
  • Flores, JM
  • Bouffler, SD
  • Blasco, MA
... View more Collapse

JOURNAL OF EXPERIMENTAL MEDICINE - 4/12/2000

10.1084/jem.192.11.1625

Cite count: 195 (Web of Science)

The cell cycle inhibitor p21 controls T-cell proliferation and sex-linked lupus development

  • Balomenos, D
  • Martín-Caballero, J
  • García, MI
  • Prieto, I
  • Flores, JM
  • Serrano, M
  • Martínez, C
... View more Collapse

NATURE MEDICINE - 2/2000

10.1038/72272

Cite count: 173 (Web of Science)

Incremental compilation of Bayesian networks

  • Flores, M. Julia
  • Gámez, José A.
  • Olesen, Kristian G.

2003

  • ORCID

Scopus: 10

Web of Science: 13

Scopus: 11

Web of Science: 14

Last data update: 11/20/24 2:38 AM
Next scheduled update: 11/23/24 3:00 AM