Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Open Access

Peer-reviewed

Research Article

Vân Anh Huynh-Thu ,

* E-mail: vahuynh@ulg.ac.be

Affiliations Department of Electrical Engineering and Computer Science, Systems and Modeling, University of Liège, Liège, Belgium, GIGA-Research, Bioinformatics and Modeling, University of Liège, Liège, Belgium
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Alexandre Irrthum,

Affiliations Department of Electrical Engineering and Computer Science, Systems and Modeling, University of Liège, Liège, Belgium, GIGA-Research, Bioinformatics and Modeling, University of Liège, Liège, Belgium
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Louis Wehenkel,

Affiliations Department of Electrical Engineering and Computer Science, Systems and Modeling, University of Liège, Liège, Belgium, GIGA-Research, Bioinformatics and Modeling, University of Liège, Liège, Belgium
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Pierre Geurts

Affiliations Department of Electrical Engineering and Computer Science, Systems and Modeling, University of Liège, Liège, Belgium, GIGA-Research, Bioinformatics and Modeling, University of Liège, Liège, Belgium
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Gene regulation
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Regulator genes
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Trees
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Genetic networks
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Gene expression
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Gene regulatory networks
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Algorithms
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Machine learning
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