Ghent University Academic Bibliography

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Feature subset weighting for distance-based supervised learning

Adnan Theerens (UGent) , Yvan Saeys (UGent) and Chris Cornelis (UGent)

(2026) PATTERN RECOGNITION. 172(Part A).
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RADAM : texture recognition through randomized aggregated encoding of deep activation maps

Leonardo Scabini, Kallil M. Zielinski, Lucas C. Ribas, Wesley N. Goncalves, Bernard De Baets (UGent) and Odemir Martinez Bruno (UGent)

(2023) PATTERN RECOGNITION. 143.
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Class-specific discriminative metric learning for scene recognition

Chen Wang, Guohua Peng and Bernard De Baets (UGent)

(2022) PATTERN RECOGNITION. 126.
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Average localised proximity : a new data descriptor with good default one-class classification performance

Oliver Urs Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)

(2021) PATTERN RECOGNITION. 118.
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A survey on matching strategies for boundary image comparison and evaluation

C. Lopez-Molina, C. Marco-Detchart, H. Bustince and Bernard De Baets (UGent)

(2021) PATTERN RECOGNITION. 115.
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Weak segmentation supervised deep neural networks for pedestrian detection

Zhixin Guo, Wenzhi Liao (UGent) , Yifan Xiao, Peter Veelaert (UGent) and Wilfried Philips (UGent)

(2021) PATTERN RECOGNITION. 119.
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An approach to supervised distance metric learning based on difference of convex functions programming

Bac Nguyen Cong (UGent) and Bernard De Baets (UGent)

(2018) PATTERN RECOGNITION. 81. p.562-574
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Supervised distance metric learning through maximization of the Jeffrey divergence

Bac Nguyen Cong (UGent) , Carlos Morell and Bernard De Baets (UGent)

(2017) PATTERN RECOGNITION. 64. p.215-225
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Integrated inference and learning of neural factors in structural support vector machines

Rein Houthooft (UGent) and Filip De Turck (UGent)

(2016) PATTERN RECOGNITION. 59. p.292-301
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Fuzzy rough classifiers for class imbalanced multi-instance data

Sarah Vluymans (UGent) , Dánel Sánchez Tarragó, Yvan Saeys (UGent) , Chris Cornelis (UGent) and Francisco Herrera

(2016) PATTERN RECOGNITION. 53. p.36-45

Academic Bibliography

Feature subset weighting for distance-based supervised learning

RADAM : texture recognition through randomized aggregated encoding of deep activation maps

Class-specific discriminative metric learning for scene recognition

Average localised proximity : a new data descriptor with good default one-class classification performance

A survey on matching strategies for boundary image comparison and evaluation

Weak segmentation supervised deep neural networks for pedestrian detection

An approach to supervised distance metric learning based on difference of convex functions programming

Supervised distance metric learning through maximization of the Jeffrey divergence

Integrated inference and learning of neural factors in structural support vector machines

Fuzzy rough classifiers for class imbalanced multi-instance data

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