Cabañas de Paz, Rafael Autor
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
- Web of Science
Probabilistic Models with Deep Neural Networks
- Andrés R. Masegosa
- Rafael Cabañas De Paz
- Helge Langseth
- Thomas Dyhre Nielsen
- Antonio Salmerón Cerdán
ENTROPY - 1/1/2021
- Cuartil JCR: Q2 (2021)
- Factor Impacto JCR: 2,738 (2023)
- Impacto Normalizado por Categoría: 0,1 (2021)
- CiteScore: 4 (2020)
- SJR: 0,468 (2020)
- SNIP: 1,059 (2020)
- Impacto JCR a 5 años: 2,642
- Categorías JCR: PHYSICS, MULTIDISCIPLINARY
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Efficient computation of counterfactual bounds
- Zaffalon M.
- Antonucci A.
- Cabañas R.
- Huber D.
- Azzimonti D.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/8/2024
- CiteScore: 6,9 (2023)
- SJR: 0,877 (2023)
- SNIP: 1,5 (2023)
Improvements to Variable Elimination and Symbolic Probabilistic Inference for evaluating Influence Diagrams
- Cabañas R.
- Cano A.
- Gómez-Olmedo M.
- Madsen A.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/3/2016
- Cuartil SJR: Q1
- Factor Impacto JCR: 2,845 (2016)
- CiteScore: 7,1 (2020)
- SJR: 1,275 (2016)
- SNIP: 1,852 (2016)
- Impacto JCR a 5 años: 2,948
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Applied Mathematics (Q1); Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1)
- Scopus
- ORCID
- Web of Science
Evaluating interval-valued influence diagrams
- Cabañas R.
- Antonucci A.
- Cano A.
- Gómez-Olmedo M.
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/1/2017
- Cuartil SJR: Q1
- Factor Impacto JCR: 1,766 (2017)
- CiteScore: 7,1 (2020)
- SJR: 0,866 (2017)
- SNIP: 1,746 (2017)
- Impacto JCR a 5 años: 2,504
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Software (Q1); Theoretical Computer Science (Q1); Applied Mathematics (Q2)
- Scopus
- ORCID
- Web of Science
Approximating counterfactual bounds while fusing observational, biased and randomised data sources
- Zaffalon, Marco
- Antonucci, Alessandro
- Cabanas, Rafael
- Huber, David
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 11/2023
- Cuartil JCR: Q2 (2023)
- Factor Impacto JCR: 3,2 (2023)
- Impacto Normalizado por Categoría: 0,243 (2023)
Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models
- Manuel Gómez‐Olmedo
- Rafael Cabañas
- Andrés Cano
- Serafı́n Moral
- Ofelia P. Retamero
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - 26/11/2021
- Cuartil JCR: Q2 (2021)
- Factor Impacto JCR: 8,993 (2022)
- Impacto Normalizado por Categoría: 0,104 (2021)
- Impacto JCR a 5 años: 8,926
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- ORCID
- Web of Science
Using Binary Trees for the Evaluation of Influence Diagrams
- Cabañas R.
- Gómez-Olmedo M.
- Cano A.
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS - 1/2/2016
- Cuartil SJR: Q2
- Factor Impacto JCR: 1,214 (2016)
- CiteScore: 2,5 (2020)
- SJR: 0,591 (2016)
- SNIP: 0,762 (2016)
- Impacto JCR a 5 años: 1,232
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q2); Control and Systems Engineering (Q2); Information Systems (Q2); Software (Q2)
- Scopus
- ORCID
- Web of Science
AMIDST: A Java toolbox for scalable probabilistic machine learning
- Masegosa A.
- Martínez A.
- Ramos-López D.
- Cabañas R.
- Salmerón A.
- Langseth H.
- Nielsen T.
- Madsen A.
KNOWLEDGE-BASED SYSTEMS - 1/1/2019
- Cuartil JCR: Q1 (2019)
- Cuartil SJR: Q1
- Factor Impacto JCR: 5,921 (2023)
- Impacto Normalizado por Categoría: 0,384 (2019)
- CiteScore: 11,3 (2020)
- SJR: 1,754 (2019)
- SNIP: 2,828 (2019)
- Impacto JCR a 5 años: 6,075
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Information Systems and Management (Q1); Management Information Systems (Q1); Software (Q1)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
InferPy: Probabilistic modeling with Tensorflow made easy
- Cabañas R.
- Salmerón A.
- Masegosa A.
KNOWLEDGE-BASED SYSTEMS - 15/3/2019
- Cuartil JCR: Q1 (2019)
- Cuartil SJR: Q1
- Factor Impacto JCR: 5,921 (2023)
- Impacto Normalizado por Categoría: 0,298 (2019)
- CiteScore: 11,3 (2020)
- SJR: 1,754 (2019)
- SNIP: 2,828 (2019)
- Impacto JCR a 5 años: 6,075
- Categorías JCR: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- Categorías SJR: Artificial Intelligence (Q1); Information Systems and Management (Q1); Management Information Systems (Q1); Software (Q1)
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Evaluating asymmetric decision problems with binary constraint trees
- Cabañas R.
- Gómez-Olmedo M.
- Cano A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/8/2013
- CiteScore: 1,8 (2020)
- SJR: 0,36 (2013)
- SNIP: 0,775 (2013)
- Scopus
- ORCID
A Linear Programming Based Approach for Evaluating Interval-valued Influence Diagrams
- Manuel Gómez Olmedo
- Alessandro Antonucci
- Rafael Cabañas de Paz
- Andrés Cano Utrera
18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, Granada, Spain, October 23-26, 2015, Proceedings - 2018
- ORCID
Financial Data Analysis with PGMs using AMIDST
- Cabanas R.
- Martinez A.
- Masegosa A.
- Ramos-Lopez D.
- Sameron A.
- Nielsen T.
- Langseth H.
- Madsen A.
2016 IEEE 16TH INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW) - 30/01/2016
- Impacto Normalizado por Categoría: 0,586 (2016)
- Categorías SJR: Computer Science Applications; Software
- Scopus
- ORCID
- Web of Science
Approximate Lazy Evaluation of Influence Diagrams
- Cabañas R.
- Cano A.
- Gómez-Olmedo M.
- Madsen A.
ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2013 - 10/10/2013
- CiteScore: 1,8 (2020)
- SJR: 0,36 (2013)
- SNIP: 0,775 (2013)
- Scopus
- ORCID
- Web of Science
Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models
- Cabañas R.
- Cano A.
- Gómez-Olmedo M.
- Masegosa A.
- Moral S.
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: APPLICATIONS, IPMU 2018, PT III - 1/1/2018
- Cuartil SJR: Q3
- Impacto Normalizado por Categoría: 0,39 (2018)
- CiteScore: 0,8 (2020)
- SJR: 0,168 (2018)
- SNIP: 0,397 (2018)
- Categorías SJR: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)
- Dialnet
- Scopus
- ORCID
- Web of Science
On SPI for Evaluating Influence Diagrams
- Cabañas R.
- Madsen A.
- Cano A.
- Gómez-Olmedo M.
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT I - 1/1/2014
- Cuartil SJR: Q4
- CiteScore: 0,8 (2020)
- SJR: 0,16 (2014)
- SNIP: 0,273 (2014)
- Categorías SJR: Computer Science (miscellaneous) (Q4); Mathematics (miscellaneous) (Q4)
- Scopus
- ORCID
- Web of Science
Diversity and Generalization in Neural Network Ensembles
- Ortega, Luis A.
- Cabanas, Rafael
- Masegosa, Andres R.
- Camps-Valls, G
- Ruiz, FJR
- Valera, I
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151 - 2022
Probabilistic Graphical Models with Neural Networks in InferPy
- Cabanas, Rafael
- Cozar, Javier
- Salmeron, Antonio
- Masegosa, Andres R.
- Jaeger, M
- Nielsen, TD
INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138 - 2020
CREMA: A Java Library for Credal Network Inference
- Huber, David
- Cabanas, Rafael
- Antonucci, Alessandro
- Zaffalon, Marco
- Jaeger, M
- Nielsen, TD
INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138 - 2020
Structural Causal Models Are (Solvable by) Credal Networks
- Zaffalon, Marco
- Antonucci, Alessandro
- Cabanas, Rafael
- Jaeger, M
- Nielsen, TD
INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138 - 2020
CREDICI: A Java Library for Causal Inference by Credal Networks
- Cabanas, Rafael
- Antonucci, Alessandro
- Huber, David
- Zaffalon, Marco
- Jaeger, M
- Nielsen, TD
INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138 - 2020
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Índice h
Scopus: 4
Web of Science: 6
Índice i10
Scopus: 0
Web of Science: 1
Grupos de investigación
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Análisis de datos
Rol: Miembro
Perfiles de autor
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Proyectos de investigación en la UAL
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Acrónimo UAL2020-FQM-B1961Desde: 1 de enero de 2021Hasta: 31 de diciembre de 2022Financiado por: Universidad de AlmeríaImporte de financiación: 30.000,00 EURRol: Investigador