Hanen Borchani
Hanen Borchani
SimCorp A/S
Dirección de correo verificada de simcorp.com - Página principal
TítuloCitado porAño
A survey on multi‐output regression
H Borchani, G Varando, C Bielza, P Larrañaga
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 (5 …, 2015
1542015
Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: an application to predict the European Quality of Life-5 Dimensions (EQ-5D) from the …
H Borchani, C Bielza, P Martı, P Larrañaga
Journal of biomedical informatics 45 (6), 1175-1184, 2012
312012
Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers
H Borchani, C Bielza, C Toro, P Larrañaga
Artificial intelligence in medicine 57 (3), 219-229, 2013
282013
Learning CB-decomposable multi-dimensional Bayesian network classifiers
H Borchani, C Bielza, P Larranaga
Proceedings of the 5th European Workshop on Probabilistic Graphical Models …, 2010
212010
Classifying evolving data streams with partially labeled data
H Borchani, P Larrañaga, C Bielza
Intelligent Data Analysis 15 (5), 655-670, 2011
142011
Modeling concept drift: A probabilistic graphical model based approach
H Borchani, AM Martínez, AR Masegosa, H Langseth, TD Nielsen, ...
International Symposium on Intelligent Data Analysis, 72-83, 2015
132015
Learning Bayesian network equivalence classes from incomplete data
H Borchani, NB Amor, K Mellouli
International Conference on Discovery Science, 291-295, 2006
122006
Mining concept-drifting data streams containing labeled and unlabeled instances
H Borchani, P Larrañaga, C Bielza
International Conference on Industrial, Engineering and Other Applications …, 2010
112010
Learning causal Bayesian networks from incomplete observational data and interventions
H Borchani, M Chaouachi, NB Amor
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2007
112007
Parallel importance sampling in conditional linear Gaussian networks
A Salmerón, D Ramos-López, H Borchani, AM Martínez, AR Masegosa, ...
Conference of the Spanish Association for Artificial Intelligence, 36-46, 2015
102015
Learning and evaluating bayesian network equivalence classes from incomplete data
H Borchani, NB Amor, F Khalfallah
International Journal of Pattern Recognition and Artificial Intelligence 22 …, 2008
102008
Probabilistic graphical models on multi-core CPUs using Java 8
AR Masegosa, AM Martinez, H Borchani
IEEE Computational Intelligence Magazine 11 (2), 41-54, 2016
82016
Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers
H Borchani, P Larrañaga, J Gama, C Bielza
Intelligent Data Analysis 20 (2), 257-280, 2016
82016
Dynamic Bayesian modeling for risk prediction in credit operations.
H Borchani, AM Martínez, AR Masegosa, H Langseth, TD Nielsen, ...
SCAI, 17-26, 2015
82015
Predicting the EQ-5D from the Parkinson's disease questionnaire PDQ-8 using multi-dimensional Bayesian network classifiers
H Borchani, C Bielza, P Martinez-Martin, P Larrañaga
Biomedical Engineering: Applications, Basis and Communications 26 (01), 1450015, 2014
42014
AMIDST: analysis of massive data streams
AR Masegosa, AM Martinez, H Borchani, D Ramos-López, TD Nielsen, ...
Proceedings of the 27th Benelux Conference on Artificial Intelligence (BNAIC …, 2015
32015
Learning multi-dimensional Bayesian network classifiers using Markov blankets: A case study in the prediction of HIV protease inhibitors
H Borchani, C Bielza, P Larranaga
Probabilistic Problem Solving in BioMedicine, 29, 2011
32011
2016 Index IEEE Computational Intelligence Magazine Vol. 11
H Abbass, N Agell, M Alamgir, J Alcala-Fdez, C Alippi, J Alonso, Y Altun, ...
Notes 1101, 46-58, 2016
2016
Parallel Importance Sampling in Conditional Linear Gaussian Networks
A Salmerón Cerdán, D Ramos López, H Borchani, AM Martínez, ...
2015
Multi-dimensional classification using Bayesian networks for stationary and evolving streaming data
H Borchani
Informatica, 2013
2013
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Artículos 1–20