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Adriana Birlutiu

Radboud University Nijmegen, Nijmegen, Netherlands

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Born: 1981

Interests: machine learning, data mining, computational and systems biology, bioinformatics

My research interests lie in the intersection of machine learning, computational biology and bioinformatics. I am interested in the application and development of machine learning algorithms for analyzing high-dimensional, noisy biological data.

Selected publications:
• Adriana Birlutiu, Perry Groot, Tom Heskes. Efficiently learning the preferences of people. Machine Learning, pp. 1-28, 2012.
• Tjalf E De Boer, Adriana Birlutiu, Zoltan Bochdanovits, Martijn JTN Timmermans, Tjeerd MH Dijkstra, Nico M Van Straalen, Bauke Ylstra, Dick Roelofs. Transcriptional plasticity of a soil arthropod across different ecological conditions. Molecular Ecology, 20 (6), pp. 1144-1154, 2011.
• Adriana Birlutiu, Perry Groot and Tom Heskes. Multi-Task Preference Learning with an Application to Hearing-Aid Personalization. Neurocomputing, 73, pp. 1177-1185, 2010.

Theses and dissertations:
• Adriana Birlutiu. Machine learning for pairwise data: applications for preference learning and supervised network inference. 2011.


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