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Formalising Subjective Interestingness in Exploratory Data Mining

Category: Publications

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

Posted on 30/06/201630/06/2016 by bokang

Bo Kang, Jefrey Lijffijt, Raúl Santos-Rodríguez,and Tijl De Bie. Subjectively Interesting Component Analysis: Data Projections that Contrast with Prior Expectations. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge[ . . . ]

Posted in Conference papers, Publications

A tool for subjective and interactive visual data exploration

Posted on 30/06/201630/06/2016 by bokang

Bo Kang, Kai Puolamäki, Jefrey Lijffijt, and Tijl De Bie. A tool for subjective and interactive visual data exploration. Proceedings of the European Conference on Machine Learning and Principles and[ . . . ]

Posted in Demo papers, Publications

Interactive visual data exploration with subjective feedback

Posted on 30/06/201630/06/2016 by bokang

Kai Puolamäki, Bo Kang, Jefrey Lijffijt, and Tijl De Bie. Interactive visual data exploration with subjective feedback. Proceedings of the European Conference on Machine Learning and Principles and Practice of[ . . . ]

Posted in Conference papers, Publications

Informative data projections: a framework and two examples

Posted on 13/04/201613/04/2016 by admin

Tijl De Bie, Jefrey Lijffijt, Raul Santos Rodriguez, Bo Kang. Informative data projections: a framework and two examples. Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and[ . . . ]

Posted in Conference papers, Publications

P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns

Posted on 18/01/201618/01/2016 by Jefrey Lijffijt

Jefrey Lijffijt, Eirini Spyropoulou, Bo Kang, Tijl De Bie. “P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns”. To appear in International Journal of Data Science and Analytics (JDSA).[ . . . ]

Posted in Journal papers, Publications

Informative Data Projections: A Framework and Two Examples

Posted on 05/01/201606/06/2019 by admin

Tijl De Bie, Jefrey Lijffijt, Raul Santos-Rodriguez, Bo Kang. Informative Data Projections: A Framework and Two Examples. Technical report, arXiv:1511.08762 [cs.LG], 2015. (arxiv, pdf)

Posted in Publications, Technical reports

Interactively exploring supply and demand in the UK independent music scene

Posted on 04/12/201504/12/2015 by admin

Matt McVicar, Cédric Mesnage, Jefrey Lijffijt, Tijl De Bie. Interactively exploring supply and demand in the UK independent music scene. Machine Learning and Knowledge Discovery in Databases. Volume 9286 of[ . . . ]

Posted in Demo papers, Publications

Supply and demand of independent artists in the UK

Posted on 04/12/201504/12/2015 by admin

Matt McVicar, Cédric Mesnage, Jefrey Lijffijt, Eirini Spyropoulou, Tijl De Bie. Supply and demand of independent UK music artists on the web. In Proceedings of the 2015 ACM Conference on[ . . . ]

Posted in Conference papers, Publications

Subjective interestingness of subgraph patterns

Posted on 27/10/201508/08/2018 by admin

Matthijs van Leeuwen, Tijl De Bie, Eirini Spyropoulou, and Cédric Mesnage. Subjective interestingness of subgraph patterns. Machine Learning 105, no. 1 (2016): 41-75. (springer)

Posted in Journal papers, Publications

P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns

Posted on 25/08/201504/12/2015 by admin

Jefrey Lijffijt, Eirini Spyropoulou, Bo Kang, Tijl De Bie. P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns. Proceedings of the 2015 IEEE International Conference on Data Science and Advanced[ . . . ]

Posted in Conference papers, Publications

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