Hanen Borchani

16 papers B 2C 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2019 — conf
Data-driven American Option Pricing using Artificial Neural Networks.
ICDM (Posters)
Hanen Borchani, Wojciech Michal Pawlak, Steffen Holmslykke, Allan Peter Engsig-Karup
2016 J jnl
Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers.
Intell. Data Anal.
Hanen Borchani, Pedro Larrañaga, João Gama, Concha Bielza
2016 J jnl
Probabilistic Graphical Models on Multi-Core CPUs Using Java 8.
IEEE Comput. Intell. Mag.
Andrés R. Masegosa, Ana M. Martínez, Hanen Borchani
2016 J jnl
Probabilistic Graphical Models on Multi-Core CPUs using Java 8.
CoRR
Andrés R. Masegosa, Ana M. Martínez, Hanen Borchani
2015 J jnl
A survey on multi-output regression.
WIREs Data Mining Knowl. Discov.
Hanen Borchani, Gherardo Varando, Concha Bielza, Pedro Larrañaga
2015 — conf
Dynamic Bayesian modeling for risk prediction in credit operations.
SCAI
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
2015 B conf
Modeling Concept Drift: A Probabilistic Graphical Model Based Approach.
IDA
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
2015 — conf
Parallel Importance Sampling in Conditional Linear Gaussian Networks.
CAEPIA
Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen
2013 — —
Multi-dimensional classification using Bayesian networks for stationary and evolving streaming data.
Hanen Borchani
2013 J jnl
Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers.
Artif. Intell. Medicine
Hanen Borchani, Concha Bielza, Carlos Toro, Pedro Larrañaga
2012 J jnl
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).
J. Biomed. Informatics
Hanen Borchani, Concha Bielza, Pablo Martínez-Martín, Pedro Larrañaga
2011 J jnl
Classifying evolving data streams with partially labeled data.
Intell. Data Anal.
Hanen Borchani, Pedro Larrañaga, Concha Bielza
2010 — conf
Mining Concept-Drifting Data Streams Containing Labeled and Unlabeled Instances.
IEA/AIE (1)
Hanen Borchani, Pedro Larrañaga, Concha Bielza
2008 J jnl
Learning and Evaluating Bayesian Network Equivalence Classes from Incomplete Data.
Int. J. Pattern Recognit. Artif. Intell.
Hanen Borchani, Nahla Ben Amor, Fédia Khalfallah
2007 C conf
Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions.
ECSQARU
Hanen Borchani, Maher Chaouachi, Nahla Ben Amor
2006 B conf
Learning Bayesian Network Equivalence Classes from Incomplete Data.
Discovery Science
Hanen Borchani, Nahla Ben Amor, Khaled Mellouli