Ghent University Academic Bibliography

Your filters: cql: keyword exact "NOVELTY DETECTION"

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The extreme value support measure machine for group anomaly detection

Lixuan An (UGent) , Bernard De Baets (UGent) and Stijn Luca (UGent)

(2025) MATHEMATICS. 13(11).
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Statistical learning subserves a higher purpose : novelty detection in an information foraging system

Ram Frost, Louisa Bogaerts (UGent) , Arthur G. Samuel, James S. Magnuson, Lori L. Holt and Morten H. Christiansen

(2025) PSYCHOLOGICAL REVIEW.
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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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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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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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From one-class to two-class classification by incorporating expert knowledge : novelty detection in human behaviour

Dieter Oosterlinck, Dries Benoit (UGent) and Philippe Baecke (UGent)

(2020) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 282(3). p.1011-1024
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Point process models for novelty detection on spatial point patterns and their extremes

Stijn Luca (UGent) , Marco AF Pimentel, Peter J Watkinson and David A Clifton

(2018) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 125. p.86-103
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Review on structural damage assessment via transmissibility with vibration based measurements

Yun-Lai Zhou, Cao Hongyou, Ni Zhen and Magd Abdel Wahab (UGent)

(2017) 12TH INTERNATIONAL CONFERENCE ON DAMAGE ASSESSMENT OF STRUCTURES. In Journal of Physics Conference Series 842.
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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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Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection

Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca (UGent) , Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, et al.

(2014) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 18(3). p.1026-1033

Academic Bibliography

The extreme value support measure machine for group anomaly detection

Statistical learning subserves a higher purpose : novelty detection in an information foraging system

Optimised one-class classification performance

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

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

From one-class to two-class classification by incorporating expert knowledge : novelty detection in human behaviour

Point process models for novelty detection on spatial point patterns and their extremes

Review on structural damage assessment via transmissibility with vibration based measurements

One-class classification of point patterns of extremes

Accelerometry-based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection

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