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R

Rafael Cabañas

department of mathematics and cdtime

6H-index
53Paper Count
140Citation Count
Published Papers 11
Publication Date
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On Counterfactual Explanations of Cardiovascular Risk in Adolescent and Young Adult Breast Cancer Survivors
errJournal of Medical Systems
IF5.7
err2025-10-16
err0
errOAAI
errAntonio Balordi; Alice Bernasconi; Alessandra Andreotti; Stefano Guzzinati; Rafael Cabañas De Paz; Alessio Zanga
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errSave
Divide and conquer for causal computation
errInternational Journal of Approximate Reasoning
IF3
err2025-07-05
err0
errOAAI
errAnna Rodum Bjøru; Rafael Cabañas; Helge Langseth; Antonio Salmerón
errShare
errSave
Bayesian networks for causal analysis in socioecological systems
errECOLOGICAL INFORMATICS
IF7.3
err2025-06-02
err0
errOAAI
errCabanas, Rafael; Maldonado, Ana D.; Morales, Maria; Aguilera, Pedro A.; Salmeron, Antonio
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errSave
Efficient computation of counterfactual bounds
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2024-08-01
err1
errOAAI
errZaffalon, Marco; Antonucci, Alessandro; Cabanas, Rafael; Huber, David; Azzimonti, Dario
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errSave
Approximating counterfactual bounds while fusing observational, biased and randomised data sources
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2023-11-01
err2
errOAAI
errZaffalon, Marco; Antonucci, Alessandro; Cabanas, Rafael; Huber, David
errShare
errSave
Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2021-07-26
err2
errOAAI
errGomez-Olmedo, Manuel; Cabanas, Rafael; Cano, Andres; Moral, Serafin; Retamero, Ofelia P.
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errSave
InferPy: Probabilistic modeling with deep neural networks made easy
errNEUROCOMPUTING
IF6.5
err2020-11-01
err2
errOAAI
errCozar, Javier; Cabanas, Rafael; Salmeron, Antonio; Masegosa, Andres R.
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errSave
InferPy: Probabilistic modeling with Tensorflow made easy
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-03-01
err8
PREAI
errCabanas, Rafael; Salmeron, Antonio; Masegosa, Andres R.
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errSave
AMIDST: A Java toolbox for scalable probabilistic machine learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-01-01
err9
errOAAI
errMasegosa, Andres R.; Martinez, Ana M.; Ramos-Lopez, Dario; Cabanas, Rafael; Salmeron, Antonio; Langseth, Helge; Nielsen, Thomas D.; Madsen, Anders L.
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errSave
Evaluating interval-valued influence diagrams
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2017-01-01
err8
errOAAI
errCabanas, Rafael; Antonucci, Alessandro; Cano, Andres; Gomez-Olmedo, Manuel
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errSave
Improvements to Variable Elimination and Symbolic Probabilistic Inference for evaluating Influence Diagrams
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2016-03-01
err2
PREAI
errCabanas, Rafael; Cano, Andres; Gomez-Olmedo, Manuel; Madsen, Anders L.
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Serafı́n Moral
H-index: 37 · Papers: 197
S
Stefano Guzzinati
H-index: 36 · Papers: 180
M
Marco Zaffalon
H-index: 31 · Papers: 221
P
Pedro A. Aguilera
H-index: 25 · Papers: 108
H
Helge Langseth
H-index: 25 · Papers: 135
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