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Formalising Subjective Interestingness in Exploratory Data Mining

Author: bokang

ECMLPKDD Workshop on Graph Embedding and Mining, 2019

Posted on 05/06/2019 by bokang

We are co-organizing an international workshop on Graph Embedding and Mining, within the context of ECML-PKDD, on Monday 16 September 2019. Workshop chairs: Bo Kang Ghent University Rémy Cazabet Université de Lyon[ . . . ]

Posted in Workshops

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

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

Bo Kang, Darío García García, Jefrey Lijffijt, Raúl Santos-Rodríguez, and Tijl De Bie, Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information, arXiv 1905.10086, 2019

Posted in Publications, Technical reports

ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions

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

Bo Kang, Jefrey Lijffijt, and Tijl De Bie, ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions, arXiv 1904.12694, 2019

Posted in Publications, Technical reports

A constrained randomization approach to interactive visual data exploration with subjective feedback

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

Bo Kang, Kai Puolamäki, Jefrey Lijffijt, and Tijl De Bie, A constrained randomization approach to interactive visual data exploration with subjective feedback, In IEEE Transactions on Knowledge and Data Engineering (TKDE),[ . . . ]

Posted in Journal papers, Publications

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

CLIPPR: Maximally Informative CLIPped PRojections with Bounding Regions

Posted on 14/08/201814/08/2018 by bokang

Poster accepted at IEEE VAST 2018 Abstract: Projecting data down to two dimensions to visualize in a scatterplot is one of the basic building blocks of visualization. While there are[ . . . ]

Posted in Extended abstract, 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

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