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[ . . . ]
Category: Conference papers
Quantifying and minimizing risk of conflict in social networks
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[ . . . ]
Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach
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[ . . . ]
Subjectively interesting connecting trees
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[ . . . ]
Direct Mining of Subjectively Interesting Relational Patterns
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)
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[ . . . ]
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[ . . . ]
Informative data projections: a framework and two examples
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[ . . . ]
Supply and demand of independent artists in the UK
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[ . . . ]
P-N-RMiner: A Generic Framework for Mining Interesting Structured Relational Patterns
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[ . . . ]