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Formalising Subjective Interestingness in Exploratory Data Mining

Category: Conference papers

Conditional Network Embeddings

Posted on 05/06/201905/06/2019 by bokang

Bo Kang, Jefrey Lijffijt, and Tijl De Bie,  Conditional Network Embeddings, In International Conference on Learning Representations (ICLR), 2019.

Posted in Conference papers, Publications

Local topological data analysis to uncover the global structure of data approaching graph-structured topologies

Posted on 07/09/2018 by robin

Robin Vandaele, Tijl De Bie, and Yvan Saeys. Local topological data analysis to uncover the global structure of data approaching graph-structured topologies. In Proceedings of the European Conference on Machine Learning[ . . . ]

Posted in Conference papers, Publications

Quantifying and minimizing risk of conflict in social networks

Posted on 23/02/201807/09/2018 by admin

Xi Chen, Jefrey Lijffijt, and Tijl De Bie. Quantifying and Minimizing Risk of Conflict in Social Networks. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data[ . . . ]

Posted in Conference papers, Publications

Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach

Posted on 23/02/201814/08/2018 by Jefrey Lijffijt

A short version of our paper “Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach” is to appear at the IEEE International Conference on Data Engineering (ICDE) 2018. A[ . . . ]

Posted in Conference papers, Publications

Subjectively interesting connecting trees

Posted on 27/06/2017 by admin

Florian Adriaens, Jefrey Lijffijt, and Tijl De Bie. Subjectively interesting connecting trees. In Proceedings of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases[ . . . ]

Posted in Conference papers, Publications

Direct Mining of Subjectively Interesting Relational Patterns

Posted on 23/11/201620/01/2017 by admin

Tias Guns, Achille Aknin, Jefrey Lijffijt, Tijl De Bie. Direct Mining of Subjectively Interesting Relational Patterns. Proceedings of the IEEE International Conference on Data Mining (ICDM’16), 2016. (pdf)  

Posted in Conference papers, 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

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

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

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