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Formalising Subjective Interestingness in Exploratory Data Mining

Category: Technical reports

Opinion Dynamics with Backfire Effect and Biased Assimilation

Posted on 05/06/2019 by xichen

Xi Chen, Panayiotis Tsaparas, Jefrey Lijffijt, and Tijl De Bie, Opinion Dynamics with Backfire Effect and Biased Assimilation, arXiv 1903.11535, 2019. (Paper available here)

Posted in Publications, Technical reports

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

Conditional Network Embeddings

Posted on 23/05/201814/08/2018 by Jefrey Lijffijt

Bo Kang, Jefrey Lijffijt, and Tijl De Bie. Conditional Network Embeddings. Under review. Manuscript posted at https://arxiv.org/abs/1805.07544

Posted in Publications, Technical reports

Mining Subjectively Interesting Attributed Subgraphs

Posted on 23/02/2018 by admin

Anes Bendimerad*, Ahmad Mel*, Jefrey Lijffijt, Marc Plantevit, Céline Robardet, Tijl De Bie. “Mining Subjectively Interesting Attributed Subgraphs.” Under review, 2018. (*equal contributors)

Posted in Publications, Technical reports

From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths

Posted on 23/02/2018 by admin

Adriaens, Florian, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt, and Polina Rozenshtein. “From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths.” arXiv preprint arXiv:1802.03549 (2018).

Posted in Publications, Technical reports

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

Formalising the subjective interestingness of a linear projection of a data set: two examples

Posted on 05/03/201504/12/2015 by admin

Tijl De Bie. Formalising the subjective interestingness of a linear projection of a data set: two examples. Proceedings of the ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics[ . . . ]

Posted in Publications, Technical reports

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Recent Posts

  • ECMLPKDD Workshop on Applications of Topological Data Analysis, 2019
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  • Opinion Dynamics with Backfire Effect and Biased Assimilation
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  • ECMLPKDD Workshop on Graph Embedding and Mining, 2019
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