Ghent University Academic Bibliography

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Your filters: cql: author="Santos-Rodriguez, Raul" or (type exact bookEditor and editor="Santos-Rodriguez, Raul")

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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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- 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 3RD AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY AIES 2020. 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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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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- C1
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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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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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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
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Informative data projections : a framework and two examples

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

(2015) ARXIV.
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Automatic chord estimation from audio: a review of the state of the art

Matt McVicar, Raul Santos-Rodriguez, Yizhao Ni and Tijl De Bie (UGent)

(2014) IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. 22(2). p.556-575
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Understanding effects of subjectivity in measuring chord estimation accuracy

Yizhao Ni, Matt McVicar, Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2013) IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. 21(12). p.2607-2615
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Using hyper-genre training to explore genre information for automatic chord estimation

Yizhao Ni, Matt McVicar, Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2012) 13th International Society for Music Information Retrieval Conference, Proceedings. p.109-114
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An end-to-end machine learning system for harmonic analysis of music

Yizhao Ni, Matt McVicar, Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2012) IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING. 20(6). p.1771-1783
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Leveraging noisy online databases for use in chord recognition

Matt McVicar, Yizhao Ni, Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2011) 12th International Society for Music Information Retrieval Conference, Proceedings. p.639-644
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Using online chord databases to ehance chord recognition

Matt McVicar, Yizhao Ni, Raul Santos-Rodriguez and Tijl De Bie (UGent)

(2011) JOURNAL OF NEW MUSIC RESEARCH. 40(2). p.139-152

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

Informative data projections : a framework and two examples

Detecting trends in Twitter time series

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

Informative data projections : a framework and two examples

Automatic chord estimation from audio: a review of the state of the art

Understanding effects of subjectivity in measuring chord estimation accuracy

Using hyper-genre training to explore genre information for automatic chord estimation

An end-to-end machine learning system for harmonic analysis of music

Leveraging noisy online databases for use in chord recognition

Using online chord databases to ehance chord recognition

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