Average localised proximity : a new data descriptor with good default one-class classification performance
- Author
- Oliver Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)
- Organization
- Keywords
- Signal Processing, Software, Artificial Intelligence, Computer Vision and Pattern Recognition, Data descriptors, Hyperparameters, Localised distance, Nearest neighbours, Novelty detection, One-class classification, OWA operators, Semi-supervised outlier detection, SUPPORT, CLASSIFIERS, AREA
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8709941
- MLA
- Lenz, Oliver, et al. “Average Localised Proximity : A New Data Descriptor with Good Default One-Class Classification Performance.” PATTERN RECOGNITION, vol. 118, 2021, doi:10.1016/j.patcog.2021.107991.
- APA
- Lenz, O., Peralta, D., & Cornelis, C. (2021). Average localised proximity : a new data descriptor with good default one-class classification performance. PATTERN RECOGNITION, 118. https://doi.org/10.1016/j.patcog.2021.107991
- Chicago author-date
- Lenz, Oliver, Daniel Peralta, and Chris Cornelis. 2021. “Average Localised Proximity : A New Data Descriptor with Good Default One-Class Classification Performance.” PATTERN RECOGNITION 118. https://doi.org/10.1016/j.patcog.2021.107991.
- Chicago author-date (all authors)
- Lenz, Oliver, Daniel Peralta, and Chris Cornelis. 2021. “Average Localised Proximity : A New Data Descriptor with Good Default One-Class Classification Performance.” PATTERN RECOGNITION 118. doi:10.1016/j.patcog.2021.107991.
- Vancouver
- 1.Lenz O, Peralta D, Cornelis C. Average localised proximity : a new data descriptor with good default one-class classification performance. PATTERN RECOGNITION. 2021;118.
- IEEE
- [1]O. Lenz, D. Peralta, and C. Cornelis, “Average localised proximity : a new data descriptor with good default one-class classification performance,” PATTERN RECOGNITION, vol. 118, 2021.
@article{8709941,
articleno = {{107991}},
author = {{Lenz, Oliver and Peralta, Daniel and Cornelis, Chris}},
issn = {{0031-3203}},
journal = {{PATTERN RECOGNITION}},
keywords = {{Signal Processing,Software,Artificial Intelligence,Computer Vision and Pattern Recognition,Data descriptors,Hyperparameters,Localised distance,Nearest neighbours,Novelty detection,One-class classification,OWA operators,Semi-supervised outlier detection,SUPPORT,CLASSIFIERS,AREA}},
language = {{eng}},
pages = {{11}},
title = {{Average localised proximity : a new data descriptor with good default one-class classification performance}},
url = {{http://dx.doi.org/10.1016/j.patcog.2021.107991}},
volume = {{118}},
year = {{2021}},
}
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