Ghent University Academic Bibliography

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

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 mathematical morphology approach for a qualitative exploration of drought events in space and time

Hilde Vernieuwe (UGent) , Bernard De Baets (UGent) and Niko Verhoest (UGent)

(2020) INTERNATIONAL JOURNAL OF CLIMATOLOGY. 40(1). p.530-543

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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 Urs 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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Conference Paper
P1
open access

A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators

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

(2019) ROUGH SETS, IJCRS 2019. In Lecture notes in artificial intelligence 11499. p.197-209

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Spatio-temporal drought identification through mathematical morphology

Hilde Vernieuwe (UGent) , Bernard De Baets (UGent) and Niko Verhoest (UGent)

(2018) Information processing and management of uncertainty in knowledge-based systems : theory and foundations, pt II. In Communications in Computer and Information Science 854. p.287-298

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Fuzzy multi-instance classifiers

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

(2016) IEEE TRANSACTIONS ON FUZZY SYSTEMS. 24(6). p.1395-1409

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Computing with words in decision support systems: an overview on models and applications

Luis Martínez, Da Ruan (UGent) and Francisco Herrera

(2010) INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 3(4). p.382-395

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Journal Article
A1
open access

Some views on information fusion and logic based approaches in decision making under uncertainty

Yang Xu, Jun Liu, Luis Martínez and Da Ruan (UGent)

(2010) JOURNAL OF UNIVERSAL COMPUTER SCIENCE. 16(1). p.3-21

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A class of aggregation functions encompassing two-dimensional OWA operators

H Bustince, T Calvo, Bernard De Baets (UGent) , J Fodor, R Mesiar, J Montero, D Paternain and A Pradera

(2010) INFORMATION SCIENCES. 180(10). p.1977-1989

Academic Bibliography

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

A mathematical morphology approach for a qualitative exploration of drought events in space and time

Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets

A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators

Spatio-temporal drought identification through mathematical morphology

Fuzzy multi-instance classifiers

Computing with words in decision support systems: an overview on models and applications

Some views on information fusion and logic based approaches in decision making under uncertainty

A class of aggregation functions encompassing two-dimensional OWA operators

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