Ghent University Academic Bibliography

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Mining topological structure in graphs through forest representations

Robin Vandaele, Yvan Saeys (UGent) and Tijl De Bie (UGent)

(2020) JOURNAL OF MACHINE LEARNING RESEARCH. 21. p.1-68
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One-class classification of point patterns of extremes

Stijn Luca (UGent) , David A Clifton and Bart Vanrumste

(2016) JOURNAL OF MACHINE LEARNING RESEARCH. 17.
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Photonic delay systems as machine learning implementations

Michiel Hermans (UGent) , Miguel C. Soriano, Joni Dambre (UGent) , Peter Bienstman (UGent) and Ingo Fischer

(2015) JOURNAL OF MACHINE LEARNING RESEARCH. 16. p.2081-2097
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On the Bayes-optimality of F-measure maximizers

Willem Waegeman (UGent) , Krzysztof Dembczyński, Arkadiusz Jachnik, Weiwei Cheng and Eyke Hüllermeier

(2014) JOURNAL OF MACHINE LEARNING RESEARCH. 15. p.3333-3388
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ooDACE toolbox: a flexible object-oriented Kriging implementation

Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Piet Demeester (UGent)

(2014) JOURNAL OF MACHINE LEARNING RESEARCH. 15. p.3183-3186
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The student-t mixture as a natural image patch prior with application to image compression

Aäron van den Oord (UGent) and Benjamin Schrauwen (UGent)

(2014) JOURNAL OF MACHINE LEARNING RESEARCH. 15. p.2061-2086
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Training energy-based models for time-series imputation

Philémon Brakel (UGent) , Dirk Stroobandt (UGent) and Benjamin Schrauwen (UGent)

(2013) JOURNAL OF MACHINE LEARNING RESEARCH. 14. p.2771-2797
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Oger: modular learning architectures for large-scale sequential processing

David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Sander Dieleman (UGent) , Philémon Brakel (UGent) , Pieter Buteneers (UGent) and Dejan Pecevski

(2012) JOURNAL OF MACHINE LEARNING RESEARCH. 13. p.2995-2998
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A surrogate modeling and adaptive sampling toolbox for computer based design

Dirk Gorissen (UGent) , Ivo Couckuyt (UGent) , Piet Demeester (UGent) , Tom Dhaene (UGent) and Karel Crombecq

(2010) JOURNAL OF MACHINE LEARNING RESEARCH. 11. p.2051-2055
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Robust Process Discovery with Artificial Negative Events

Stijn Goedertier, David Martens (UGent) , Jan Vanthienen and Bat Baesens

(2009) Journal of Machine Learning Research. 10. p.1305-1340

Academic Bibliography

Mining topological structure in graphs through forest representations

One-class classification of point patterns of extremes

Photonic delay systems as machine learning implementations

On the Bayes-optimality of F-measure maximizers

ooDACE toolbox: a flexible object-oriented Kriging implementation

The student-t mixture as a natural image patch prior with application to image compression

Training energy-based models for time-series imputation

Oger: modular learning architectures for large-scale sequential processing

A surrogate modeling and adaptive sampling toolbox for computer based design

Robust Process Discovery with Artificial Negative Events

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