Matthijs van Leeuwen

Data Min. Knowl. Discov., 2021

Robust subgroup discovery.

[BibT_eX]

[DOI]

Hugo Manuel Proença

Thomas Bäck

CoRR, 2021

Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling.

[BibT_eX]

[DOI]

CoRR, 2021

Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms.

[BibT_eX]

[DOI]

Alexander Marx

Lincen Yang

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Discovering subjectively interesting multigraph patterns.

[BibT_eX]

[DOI]

Sarang Kapoor

Dhish Kumar Saxena

Mach. Learn., 2020

Interpretable multiclass classification by MDL-based rule lists.

[BibT_eX]

[DOI]

Hugo Manuel Proença

Inf. Sci., 2020

Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Widening for MDL-Based Retail Signature Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Vouw: Geometric Pattern Mining Using the MDL Principle.

[BibT_eX]

[DOI]

Micky Faas

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019

Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1).

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories.

[BibT_eX]

[DOI]

Marieke Vinkenoog

Mart P. Janssen

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

2018

Identifying flight delay patterns using diverse subgroup discovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Multi-fidelity surrogate model approach to optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Semiring Rank Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Relational data factorization.

[BibT_eX]

[DOI]

Sergey Paramonov

Luc De Raedt

Mach. Learn., 2017

Flexible constrained sampling with guarantees for pattern mining.

[BibT_eX]

[DOI]

Luc De Raedt

Data Min. Knowl. Discov., 2017

Explaining Deviating Subsets Through Explanation Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Learning What Matters - Sampling Interesting Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

Subjective interestingness of subgraph patterns.

[BibT_eX]

[DOI]

Mach. Learn., 2016

Simultaneous discovery of cancer subtypes and subtype features by molecular data integration.

[BibT_eX]

[DOI]

Bioinform., 2016

Evolving the structure of Evolution Strategies.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Expect the Unexpected - On the Significance of Subgroups.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 19th International Conference, 2016

Local subspace-based outlier detection using global neighbourhoods.

[BibT_eX]

[DOI]

Bas van Stein

Thomas Bäck

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Association Discovery in Two-View Data.

[BibT_eX]

[DOI]

Esther Galbrun

IEEE Trans. Knowl. Data Eng., 2015

Same bang, fewer bucks: efficient discovery of the cost-influence skyline.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

VIPER - Visual Pattern Explorer.

[BibT_eX]

[DOI]

Lara Cardinaels

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Rank Matrix Factorisation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

An Exercise in Declarative Modeling for Relational Query Mining.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 25th International Conference, 2015

Finding Subspace Clusters Using Ranked Neighborhoods.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Interactive Data Exploration Using Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

Description-Driven Community Detection.

[BibT_eX]

[DOI]

Simon Pool

Francesco Bonchi

ACM Trans. Intell. Syst. Technol., 2014

Interactive Learning of Pattern Rankings.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2014

Estimating the pattern frequency spectrum inside the browser.

[BibT_eX]

[DOI]

CoRR, 2014

Ranked Tiling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Fast Estimation of the Pattern Frequency Spectrum.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Mining and Using Sets of Patterns through Compression.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

Discovering Skylines of Subgroup Sets.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Interactive Discovery of Interesting Subgroup Sets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Active Preference Learning for Ranking Patterns.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012

Diverse subgroup set discovery.

[BibT_eX]

[DOI]

Arno J. Knobbe

Data Min. Knowl. Discov., 2012

Improving Tag Recommendation Using Few Associations.

[BibT_eX]

[DOI]

Diyah Puspitaningrum

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Mining Local Staircase Patterns in Noisy Data.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Krimp: mining itemsets that compress.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2011

Characterizing Uncertain Data using Compression.

[BibT_eX]

[DOI]

Francesco Bonchi

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Non-redundant Subgroup Discovery in Large and Complex Data.

[BibT_eX]

[DOI]

Arno J. Knobbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

Patterns that matter.

[BibT_eX]

[DOI]

PhD thesis, 2010

Maximal exceptions with minimal descriptions.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2010

Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2009

Identifying the components.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2009

Compressing tags to find interesting media groups.

[BibT_eX]

[DOI]

Francesco Bonchi

Börkur Sigurbjörnsson

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

StreamKrimp: Detecting Change in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2007

Characterising the difference.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Preserving Privacy through Data Generation.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Item Sets that Compress.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Compression Picks Item Sets That Matter.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2002

Evolving Vision-Based Flying Robots.

[BibT_eX]

[DOI]

Jean-Christophe Zufferey

Dario Floreano