Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Oliver Lenz

Faculty of Sciences > Department of Applied mathematics, computer science and statistics

Work address: Krijgslaan 281, S9
9000 Gent
Email: Oliver.Lenz@UGent.be
ORCID iD: 0000-0001-9925-9482

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- PhD Thesis
Fuzzy rough nearest neighbour classification on real-life datasets

Oliver Lenz (UGent)

(2023)
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- Conference Paper
- C3
- open access
Optimised one-class classification performance

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

(2022) BNAIC/BeNeLearn 2022 : joint International Scientific Conferences on AI and Machine Learning, Abstracts.
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- Conference Paper
- P1
- open access
Fuzzy-rough-learn 0.2 : a Python library for fuzzy rough set algorithms and one-class classification

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

(2022) 2022 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). In IEEE International Fuzzy Systems Conference Proceedings
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Choquet-based fuzzy rough sets

Adnan Theerens (UGent) , Oliver Lenz (UGent) and Chris Cornelis (UGent)

(2022) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 146. p.62-78
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- Journal Article
- A1
- open access
Optimised one-class classification performance

Oliver 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 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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- Conference Paper
- P1
- open access
Adapting fuzzy rough sets for classification with missing values

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

(2021) Rough Sets. In Lecture Notes in Computer Science 12872. p.192-200
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- Journal Article
- A1
- open access
Average localised proximity : a new data descriptor with good default one-class classification performance

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

(2021) PATTERN RECOGNITION. 118.
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- Conference Paper
- P1
- open access
Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets

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

(2020) IJCRS 2020 : Rough Sets. In Lecture Notes in Artificial Intelligence 12179. p.491-499
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- Journal Article
- A1
- open access
Scalable approximate FRNN-OWA classification

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

(2020) IEEE TRANSACTIONS ON FUZZY SYSTEMS. 28(5). p.929-938

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