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[ . . . ]
Author: bokang
Conditional t-SNE: Complementary t-SNE embeddings through factoring out prior information
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
ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions
Bo Kang, Jefrey Lijffijt, and Tijl De Bie, ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions, arXiv 1904.12694, 2019
A constrained randomization approach to interactive visual data exploration with subjective feedback
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),[ . . . ]
Conditional Network Embeddings
Bo Kang, Jefrey Lijffijt, and Tijl De Bie, Conditional Network Embeddings, In International Conference on Learning Representations (ICLR), 2019.
CLIPPR: Maximally Informative CLIPped PRojections with Bounding Regions
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[ . . . ]
Subjectively interesting component analysis: data projections that contrast with prior expectations
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[ . . . ]
A tool for subjective and interactive visual data exploration
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[ . . . ]
Interactive visual data exploration with subjective feedback
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[ . . . ]