Ghent University Academic Bibliography

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A critical look at studies applying over-sampling on the TPEHGDB dataset

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Sofie Van Hoecke (UGent) and Thomas Demeester (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Artificial Intelligence 11526. p.355-364
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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. International joint conference, IJCRS 2019. In Lecture Notes in Artificial Intelligence 11499. p.197-209
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Collective Lévy walk for efficient exploration in unknown environments

Yara Khaluf (UGent) , Stef Van Havermaet (UGent) and Pieter Simoens (UGent)

(2018) ARTIFICIAL INTELLIGENCE: METHODOLOGY, SYSTEMS, AND APPLICATIONS, AIMSA 2018. In Lecture Notes in Artificial Intelligence 11089. p.260-264
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Analyzing Granger causality in climate data with time series classification methods

Christina Papagiannopoulou (UGent) , Stijn Decubber (UGent) , Diego Miralles (UGent) , Matthias Demuzere (UGent) , Niko Verhoest (UGent) and Willem Waegeman (UGent)

(2017) Lecture Notes in Artificial Intelligence. 10536. p.15-26
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A genetic algorithm for interpretable model extraction from decision tree ensembles

Gilles Vandewiele (UGent) , Kiani Lannoye, Olivier Janssens (UGent) , Femke Ongenae (UGent) , Filip De Turck (UGent) and Sofie Van Hoecke (UGent)

(2017) Trends and applications in knowledge discovery and data mining, 2017. In Lecture Notes in Artificial Intelligence 10526. p.104-115
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On the need for explicit confidence assessments of flexible query answers

Guy De Tré (UGent) , Robin De Mol (UGent) and Antoon Bronselaer (UGent)

(2017) FLEXIBLE QUERY ANSWERING SYSTEMS, FQAS 2017. In Lecture Notes in Artificial Intelligence 10333. p.51-58
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Scheduling access to shared space in multi-robot systems

Yara Khaluf (UGent) , C Markarian, Pieter Simoens (UGent) and A Reina

(2017) ADVANCES IN PRACTICAL APPLICATIONS OF CYBER-PHYSICAL MULTI-AGENT SYSTEMS: THE PAAMS COLLECTION, PAAMS 2017. In Lecture Notes in Artificial Intelligence 10349. p.144-156
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Modeling, generating, and publishing knowledge as linked data

Anastasia Dimou (UGent) , Pieter Heyvaert (UGent) , Ruben Taelman (UGent) and Ruben Verborgh (UGent)

(2017) KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT. In Lecture Notes in Artificial Intelligence 10180. p.3-14
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Exposing RDF archives using triple pattern fragments

Ruben Taelman (UGent) , Ruben Verborgh (UGent) and Erik Mannens (UGent)

(2017) KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT. In Lecture Notes in Artificial Intelligence 10180. p.188-192
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Subjectively interesting connecting trees

Florian Adriaens (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2017) Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18--22, 2017, Proceedings, Part II. In Lecture Notes in Artificial Intelligence 10535(2). p.53-69

Academic Bibliography

A critical look at studies applying over-sampling on the TPEHGDB dataset

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

Collective Lévy walk for efficient exploration in unknown environments

Analyzing Granger causality in climate data with time series classification methods

A genetic algorithm for interpretable model extraction from decision tree ensembles

On the need for explicit confidence assessments of flexible query answers

Scheduling access to shared space in multi-robot systems

Modeling, generating, and publishing knowledge as linked data

Exposing RDF archives using triple pattern fragments

Subjectively interesting connecting trees

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