Ghent University Academic Bibliography

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Journal Article
A1
open access

Predicting the next Pogačar : a data analytical approach to detect young professional cycling talents

Bram Janssens (UGent) , Matthias Bogaert (UGent) and Mathijs Maton

(2023) ANNALS OF OPERATIONS RESEARCH. 325(1). p.557-588

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Journal Article
A1
open access

Optimised one-class classification performance

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

(2022) MACHINE LEARNING. 111(8). p.2863-2883

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Conference Paper
C3
open access

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) Proceedings of the 33rd Benelux Conference on Artificial Intelligence (BNAIC 2021) and the 30th Belgian-Dutch Conference on Machine Learning (BeneLearn 2021). p.644-646

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Journal Article
A1
open access

Predicting self‐declared movie watching behavior using Facebook data and information‐fusion sensitivity analysis

Matthias Bogaert (UGent) , Michel Ballings, Rob Bergmans and Dirk Van den Poel (UGent)

(2021) DECISION SCIENCES. 52(3). p.776-810

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Efficient set-valued prediction in multi-class classification

Thomas Mortier (UGent) , Marek Wydmuch, Krzysztof Dembczynski, Eyke Huellermeier and Willem Waegeman (UGent)

(2021) DATA MINING AND KNOWLEDGE DISCOVERY. 35(4). p.1435-1469

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Journal Article
A1
open access

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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Deep learning for credit scoring : do or don’t?

Björn Rafn Gunnarsson, Seppe vanden Broucke (UGent) , Bart Baesens, María Óskarsdóttir and Wilfried Lemahieu

(2021) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 295(1). p.292-305

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On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Daniel Peralta (UGent) , Isaac Triguero, Salvador García, Yvan Saeys (UGent) , Jose M Benitez and Francisco Herrera

(2018) INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. 33(1). p.213-230

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Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition : a fuzzy rough set approach

Sarah Vluymans (UGent) , Alberto Fernández, Yvan Saeys (UGent) , Chris Cornelis (UGent) and Francisco Herrera

(2018) KNOWLEDGE AND INFORMATION SYSTEMS. 56(1). p.55-84

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Multi-label classification using a fuzzy rough neighborhood consensus

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

(2018) INFORMATION SCIENCES. 433-434. p.96-114

Academic Bibliography

Predicting the next Pogačar : a data analytical approach to detect young professional cycling talents

Optimised one-class classification performance

Average Localised Proximity : a new data descriptor with good default one-class classification performance

Predicting self‐declared movie watching behavior using Facebook data and information‐fusion sensitivity analysis

Efficient set-valued prediction in multi-class classification

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

Deep learning for credit scoring : do or don’t?

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition : a fuzzy rough set approach

Multi-label classification using a fuzzy rough neighborhood consensus

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