Ghent University Academic Bibliography

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Conditional t-SNE : more informative t-SNE embeddings

Bo Kang (UGent) , Dario Garcia Garcia, Jefrey Lijffijt (UGent) , Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2021) 2021 IEEE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA).
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- Journal Article
- A1
- open access
Conditional t-SNE : more informative t-SNE embeddings

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

(2021) MACHINE LEARNING. 110(10). p.2905-2940
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FACE : Feasible and Actionable Counterfactual Explanations

Rafael Poyiadzi, Kacper Sokol, Raul Santos-Rodriguez, Tijl De Bie (UGent) and Peter Flach

(2020) Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. p.344-350
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Ordinal label proportions

Rafael Poyiadzi, Raúl Santos-Rodríguez and Tijl De Bie (UGent)

(2019) Machine Learning and Knowledge Discovery in Databases. In Machine Learning and Knowledge Discovery in Databases p.306-321
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- Miscellaneous
- open access
Conditional t-SNE : complementary t-SNE embeddings through factoring out prior information

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

(2019)
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- Journal Article
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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
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- Conference Paper
- P1
- open access
Detecting trends in Twitter time series

Tijl De Bie (UGent) , Jefrey Lijffijt (UGent) , Cedric Mesnage and Raul Santos-Rodriguez

(2016) 2016 IEEE 26TH INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP). In IEEE International Workshop on Machine Learning for Signal Processing
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- C1
- open access
Informative data projections : a framework and two examples

Tijl De Bie (UGent) , Jefrey Lijffijt (UGent) , Raul Santos-Rodriguez and Bo Kang (UGent)

(2016) Proceedings of the 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2016). p.635-640
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Subjectively interesting component analysis : data projections that contrast with prior expectations

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

(2016) KDD'16 : PROCEEDINGS OF THE 22ND ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING. p.1615-1624
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- Miscellaneous
- open access
Informative data projections : a framework and two examples

Tijl De Bie (UGent) , Jefrey Lijffijt (UGent) , Raul Santos-Rodriguez and Bo Kang (UGent)

(2015) ARXIV.

Academic Bibliography

Conditional t-SNE : more informative t-SNE embeddings

Conditional t-SNE : more informative t-SNE embeddings

FACE : Feasible and Actionable Counterfactual Explanations

Ordinal label proportions

Conditional t-SNE : complementary t-SNE embeddings through factoring out prior information

SICA : subjectively interesting component analysis

Detecting trends in Twitter time series

Informative data projections : a framework and two examples

Subjectively interesting component analysis : data projections that contrast with prior expectations

Informative data projections : a framework and two examples

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