Ghent University Academic Bibliography

Show Sort by

Your filters: cql: parent exact "DATA MINING AND KNOWLEDGE DISCOVERY"

Add to list
- Journal Article
- A1
- open access
NICE : an algorithm for nearest instance counterfactual explanations

Dieter Brughmans, Pieter Leyman (UGent) and David Martens

(2023) DATA MINING AND KNOWLEDGE DISCOVERY.
Add to list
INK : knowledge graph embeddings for node classification

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Michael Weyns (UGent) , Terencio Agozzino, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) DATA MINING AND KNOWLEDGE DISCOVERY. 36(2). p.620-667
Add to list
Efficient set-valued prediction in multi-class classification

Thomas Mortier (UGent) , Marek Wydmuch, Krzysztof Dembczynski, Eyke Huellermeier and Willem Waegeman (UGent)

(2021) DATA MINING AND KNOWLEDGE DISCOVERY. 35(4). p.1435-1469
Add to list
Mining explainable local and global subgraph patterns with surprising densities

Junning Deng, Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) DATA MINING AND KNOWLEDGE DISCOVERY. 35(1). p.321-371
Add to list
- Journal Article
- A1
- open access
SIAS-miner : mining subjectively interesting attributed subgraphs

Anes Bendimerad, Ahmad Mel (UGent) , Jefrey Lijffijt (UGent) , Marc Plantevit, Celine Robardet and Tijl De Bie (UGent)

(2020) DATA MINING AND KNOWLEDGE DISCOVERY. 34. p.355-393
Add to list
- Journal Article
- A1
- open access
Interactive visual data exploration with subjective feedback : an information-theoretic approach

Kai Puolamäki, Emilia Oikarinen, Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) DATA MINING AND KNOWLEDGE DISCOVERY. 34(1). p.21-49
Add to list
- Journal Article
- A1
- open access
Relaxing the strong triadic closure problem for edge strength inference

Florian Adriaens, Tijl De Bie (UGent) , Aristides Gionis, Jefrey Lijffijt (UGent) , Antonis Matakos and Polina Rozenshtein

(2020) DATA MINING AND KNOWLEDGE DISCOVERY. 34. p.611-651
Add to list
Multi-target prediction : a unifying view on problems and methods

Willem Waegeman (UGent) , Krzysztof Dembczyński and Eyke Hüllermeier

(2019) DATA MINING AND KNOWLEDGE DISCOVERY. 33(2). p.293-324
Add to list
- Journal Article
- A1
- open access
Subjectively interesting connecting trees and forests

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

(2019) DATA MINING AND KNOWLEDGE DISCOVERY. 33(4). p.1088-1124
Add to list
- Journal Article
- A1
- open access
SICA : subjectively interesting component analysis

Bo Kang (UGent) , Jefrey Lijffijt (UGent) , Raúl Santos-Rodríguez and Tijl De Bie (UGent)

(2018) DATA MINING AND KNOWLEDGE DISCOVERY. 32(4). p.949-987

Academic Bibliography

NICE : an algorithm for nearest instance counterfactual explanations

INK : knowledge graph embeddings for node classification

Efficient set-valued prediction in multi-class classification

Mining explainable local and global subgraph patterns with surprising densities

SIAS-miner : mining subjectively interesting attributed subgraphs

Interactive visual data exploration with subjective feedback : an information-theoretic approach

Relaxing the strong triadic closure problem for edge strength inference

Multi-target prediction : a unifying view on problems and methods

Subjectively interesting connecting trees and forests

SICA : subjectively interesting component analysis

Contents

Support

Contact