Hanen Borchani

A survey on multi‐output regression

Hanen Borchani, Gherardo Varando, Concha Bielza et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2015 · 622 citations

Engineering, Machine Learning, Machine Learning Tool +17

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 Martı ́nez-Martı ́n et al. · Journal of Biomedical Informatics · 2012 · 44 citations

Bayesian Statistic, Bayesian Decision Theory, Engineering +17

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

Hanen Borchani, Concha Bielza, Carlos Serra Toro et al. · Artificial Intelligence in Medicine · 2013 · 41 citations

Engineering, Machine Learning, Data Science +11

Classifying evolving data streams with partially labeled data

Hanen Borchani, Pedro Larrañaga, Concha Bielza · Intelligent Data Analysis · 2011 · 18 citations

Supervised Classification Algorithms, Engineering, Machine Learning +21

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

Hanen Borchani, Pedro Larrañaga, João Gama et al. · Intelligent Data Analysis · 2016 · 17 citations · Full text

Bayesian Network Classifiers, Engineering, Machine Learning +17