Hanen Borchani

According to our database, Hanen Borchani authored at least 15 papers between 2006 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Data-driven American Option Pricing using Artificial Neural Networks.

Hanen Borchani, Wojciech Michal Pawlak, Steffen Holmslykke, Allan Peter Engsig-Karup

Proceedings of the Advances in Data Mining, 2019

2016

Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers.

Hanen Borchani, Pedro Larrañaga, João Gama, Concha Bielza

Intell. Data Anal., 2016

Probabilistic Graphical Models on Multi-Core CPUs Using Java 8.

Andrés R. Masegosa, Ana M. Martínez, Hanen Borchani

IEEE Comput. Intell. Mag., 2016

2015

A survey on multi-output regression.

Hanen Borchani, Gherardo Varando, Concha Bielza, Pedro Larrañaga

WIREs Data Mining Knowl. Discov., 2015

Dynamic Bayesian modeling for risk prediction in credit operations.

Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez

Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015

Modeling Concept Drift: A Probabilistic Graphical Model Based Approach.

Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Parallel Importance Sampling in Conditional Linear Gaussian Networks.

Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen

Proceedings of the Advances in Artificial Intelligence, 2015

2013

Multi-dimensional classification using Bayesian networks for stationary and evolving streaming data.

Hanen Borchani

PhD thesis, 2013

Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers.

Hanen Borchani, Concha Bielza, Carlos Toro, Pedro Larrañaga

Artif. Intell. Medicine, 2013

2012

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 39-item Parkinson's Disease Questionnaire (PDQ-39).

Hanen Borchani, Concha Bielza, Pablo Martínez-Martín, Pedro Larrañaga

J. Biomed. Informatics, 2012

2011

Classifying evolving data streams with partially labeled data.

Hanen Borchani, Pedro Larrañaga, Concha Bielza

Intell. Data Anal., 2011

2010

Mining Concept-Drifting Data Streams Containing Labeled and Unlabeled Instances.

Hanen Borchani, Pedro Larrañaga, Concha Bielza

Proceedings of the Trends in Applied Intelligent Systems, 2010

2008

Learning and Evaluating Bayesian Network Equivalence Classes from Incomplete Data.

Hanen Borchani, Nahla Ben Amor, Fédia Khalfallah

Int. J. Pattern Recognit. Artif. Intell., 2008

2007

Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions.

Hanen Borchani, Maher Chaouachi, Nahla Ben Amor

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006

Learning Bayesian Network Equivalence Classes from Incomplete Data.

Hanen Borchani, Nahla Ben Amor, Khaled Mellouli

Proceedings of the Discovery Science, 9th International Conference, 2006