Maldonado González, Ana Devaki Author
Cost-Sensitive Variable Selection for Multi-Class Imbalanced Datasets Using Bayesian Networks
- Darío Ramos-López
- Ana D. Maldonado
Mathematics - 13/01/2021
- JCR Quartile: Q1 (2021)
- JCR Impact Factor: 2.592 (2022)
- Category normalized Impact: 1.537 (2021)
- JCR 5-year Impact Factor: 2.542
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- Web of Science
Learning Styles Impact Students’ Perceptions on Active Learning Methodologies: A Case Study on the Use of Live Coding and Short Programming Exercises
- Andrés R. Masegosa
- Rafael Cabañas
- Ana D. Maldonado
- María Morales
Education Sciences - 1/3/2024
- Scopus
- ORCID
Modeling carbon dioxide for show cave conservation
- Guirado E.
- Ramos-López D.
- Maldonado A.
- Moreno-Balcázar J.
- Calaforra J.
Journal for Nature Conservation - 1/06/2019
- JCR Quartile: Q2 (2019)
- SJR Quartile: Q2
- JCR Impact Factor: 2.482 (2022)
- Category normalized Impact: 0.303 (2019)
- CiteScore: 3.8 (2020)
- SJR: 0.763 (2019
- SNIP: 1.101 (2019
- JCR 5-year Impact Factor: 2.458
- JCR Categories: ECOLOGY
- SJR Categories: Ecology (Q2); Nature and Landscape Conservation (Q2)
- Scopus
- ORCID
- Web of Science
Modeling Semiarid River–Aquifer Systems with Bayesian Networks and Artificial Neural Networks
- Ana D. Maldonado
- María Morales
- Francisco Navarro
- Francisco Sánchez-Martos
- Pedro A. Aguilera
Mathematics - 29/12/2021
- JCR Quartile: Q1 (2021)
- JCR Impact Factor: 2.4 (2022)
- Category normalized Impact: 2.332 (2021)
- CiteScore: 2.9 (2021)
- SJR: 0.538 (2021
- SNIP: 1.162 (2021
- JCR 5-year Impact Factor: 2.542
- JCR Categories: MATHEMATICS
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Modeling zero-inflated explanatory variables in hybrid Bayesian network classifiers for species occurrence prediction
- Maldonado A.
- Aguilera P.
- Salmerón A.
Environmental Modelling & Software - 1/08/2016
- JCR Quartile: Q1 (2016)
- SJR Quartile: Q1
- JCR Impact Factor: 4.404 (2022)
- Category normalized Impact: 0.273 (2016)
- CiteScore: 9.4 (2020)
- SJR: 1.986 (2016
- SNIP: 2.091 (2016
- JCR 5-year Impact Factor: 4.979
- JCR Categories: ENGINEERING, ENVIRONMENTAL
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
Modelling Dependency Structures Produced by the Introduction of a Flipped Classroom
- Ana D. Maldonado
- María Morales
Mathematics - 20/12/2019
- JCR Quartile: Q1 (2019)
- SJR Quartile: Q3
- JCR Impact Factor: 2.258 (2022)
- Category normalized Impact: 0.925 (2019)
- CiteScore: 2.2 (2020)
- SJR: 0.495 (2020
- SNIP: 1.29 (2020
- JCR Categories: MATHEMATICS
- SJR Categories: Mathematics (miscellaneous) (Q3)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions
- Pérez-Bernabé I.
- Maldonado A.D.
- Nielsen T.D.
- Salmerón A.
The R Journal - 1/1/2020
- JCR Impact Factor: 3.984 (2020)
- JCR 5-year Impact Factor: 7.958
- JCR Categories: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions
- Perez-Bernabe, Inmaculada
- Maldonado, Ana D.
- Salmeron, Antonio
- Nielsen, Thomas D.
R Journal - 12/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 3.984 (2022)
- JCR 5-year Impact Factor: 7.958
- JCR Categories: STATISTICS & PROBABILITY
Prediction of a complex system with few data: Evaluation of the effect of model structure and amount of data with dynamic bayesian network models
- Maldonado A.
- Uusitalo L.
- Tucker A.
- Blenckner T.
- Aguilera P.
- Salmerón A.
ENVIRONMENTAL MODELLING and SOFTWARE - 1/8/2019
- JCR Quartile: Q1 (2019)
- SJR Quartile: Q1
- JCR Impact Factor: 4.807 (2022)
- Category normalized Impact: 0.383 (2019)
- CiteScore: 9.4 (2020)
- SJR: 1.896 (2019
- SNIP: 2.092 (2019
- JCR 5-year Impact Factor: 5.317
- JCR Categories: ENVIRONMENTAL SCIENCES
- SJR Categories: Ecological Modeling (Q1); Environmental Engineering (Q1); Software (Q1)
- Scopus
- ORCID
- Web of Science
Probabilistic graphical models for species richness prediction: Are current protected areas effective to face climate emergency?
- Maldonado A.D.
- Valdivielso A.
- Rescia A.
- Aguilera P.A.
Global Ecology and Conservation - 1/9/2020
- JCR Quartile: Q1 (2020)
- JCR Impact Factor: 3.38 (2022)
- Category normalized Impact: 0.1 (2020)
- CiteScore: 3.2 (2020)
- SJR: 1.133 (2020
- SNIP: 1.451 (2020
- JCR 5-year Impact Factor: 4.167
- JCR Categories: ECOLOGY
- Scopus
- ORCID
- Web of Science
Estimation of species richness using bayesian networks
- Maldonado A.
- Ropero R.
- Aguilera P.
- Rumí R.
- Salmerón A.
Advances in Artificial Intelligence - 1/1/2015
- Category normalized Impact: 0.128 (2015)
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
- Web of Science
An experimental comparison of methods to handle missing values in environmental datasets
- Maldonado A.D.
- Aguilera P.A.
- Salmerón A.
Environmental Modelling and Software for Supporting a Sustainable Future, Proceedings - 8th International Congress on Environmental Modelling and Software, iEMSs 2016 - 1/1/2016
- Scopus
- ORCID
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 5
Web of Science: 6
i10 index
Scopus: 3
Web of Science: 3
Research groups
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Análisis de datos
Role: Miembro
Author profiles
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Research projects at UAL
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Acronym UAL2020-FQM-B1961Since: January 1, 2021Until: December 31, 2022Funded by: Universidad de AlmeríaFunding / grant amount: 30,000.00 EURRole: Investigador
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Acronym 001510Since: January 1, 2020Until: June 30, 2021Funded by: Consejería de Economía, Conocimiento, Empresas y UniversidadFunding / grant amount: 49,900.00 EURRole: Investigador