Boris Cule

According to our database, Boris Cule authored at least 37 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Unveiling the Power of ARIMA, Support Vector and Random Forest Regressors for the Future of the Dutch Employment Market.

Piotr Gajewski, Boris Cule, Nevena Rankovic

J. Theor. Appl. Electron. Commer. Res., 2023

Efficient pattern-based anomaly detection in a network of multivariate devices.

Len Feremans, Boris Cule, Bart Goethals

CoRR, 2023

Leveraging Sequential Episode Mining for Session-Based News Recommendation.

Mozhgan Karimi, Boris Cule, Bart Goethals

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series.

Stijn J. Rotman, Boris Cule, Len Feremans

Proceedings of the IEEE International Conference on Big Data, 2023

2022

RASCL: a randomised approach to subspace clusters.

Sandy Moens, Boris Cule, Bart Goethals

Int. J. Data Sci. Anal., 2022

PETSC: pattern-based embedding for time series classification.

Len Feremans, Boris Cule, Bart Goethals

Data Min. Knowl. Discov., 2022

Face in the Game: Using Facial Action Units to Track Expertise in Competitive Video Game Play.

Gianluca Guglielmo, Paris Mavromoustakos Blom, Michal Klincewicz, Boris Cule, Pieter Spronck

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2020

Combining instance and feature neighbours for extreme multi-label classification.

Len Feremans, Boris Cule, Celine Vens, Bart Goethals

Int. J. Data Sci. Anal., 2020

2019

Efficiently mining cohesion-based patterns and rules in event sequences.

Boris Cule, Len Feremans, Bart Goethals

Data Min. Knowl. Discov., 2019

On-the-Fly News Recommendation Using Sequential Patterns.

Mozhgan Karimi, Boris Cule, Bart Goethals

Proceedings of the 7th International Workshop on News Recommendation and Analytics in conjunction with 13th ACM Conference on Recommender Systems, 2019

A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs.

Len Feremans, Vincent Vercruyssen, Wannes Meert, Boris Cule, Bart Goethals

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

Pattern-Based Anomaly Detection in Mixed-Type Time Series.

Len Feremans, Vincent Vercruyssen, Boris Cule, Wannes Meert, Bart Goethals

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

A Sampling-Based Approach for Discovering Subspace Clusters.

Sandy Moens, Boris Cule, Bart Goethals

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Grasping frequent subgraph mining for bioinformatics applications.

Aida Mrzic, Pieter Meysman, Wout Bittremieux, Pieter Moris, Boris Cule, Bart Goethals, Kris Laukens

BioData Min., 2018

Mining Top-<i>k</i> Quantile-based Cohesive Sequential Patterns.

Len Feremans, Boris Cule, Bart Goethals

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017

Collaborative Filtering for Binary, Positiveonly Data.

Koen Verstrepen, Kanishka Bhaduri, Boris Cule, Bart Goethals

SIGKDD Explor., 2017

Selecting relevant features from the electronic health record for clinical code prediction.

Elyne Scheurwegs, Boris Cule, Kim Luyckx, Léon Luyten, Walter Daelemans

J. Biomed. Informatics, 2017

Combining Instance and Feature Neighbors for Efficient Multi-label Classification.

Len Feremans, Boris Cule, Celine Vens, Bart Goethals

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Pattern Based Sequence Classification.

Cheng Zhou, Boris Cule, Bart Goethals

IEEE Trans. Knowl. Data Eng., 2016

Efficient Discovery of Sets of Co-occurring Items in Event Sequences.

Boris Cule, Len Feremans, Bart Goethals

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

A pattern based predictor for event streams.

Cheng Zhou, Boris Cule, Bart Goethals

Expert Syst. Appl., 2015

Mining the entire Protein DataBank for frequent spatially cohesive amino acid patterns.

Pieter Meysman, Cheng Zhou, Boris Cule, Bart Goethals, Kris Laukens

BioData Min., 2015

Mining Association Rules in Graphs Based on Frequent Cohesive Itemsets.

Tayena Hendrickx, Boris Cule, Pieter Meysman, Stefan Naulaerts, Kris Laukens, Bart Goethals

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

Cohesion based co-location pattern mining.

Cheng Zhou, Boris Cule, Bart Goethals

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Space-Bounded Query Approximation.

Boris Cule, Floris Geerts, Reuben Ndindi

Proceedings of the Advances in Databases and Information Systems, 2015

2014

Discovery of Spatially Cohesive Itemsets in Three-Dimensional Protein Structures.

Cheng Zhou, Pieter Meysman, Boris Cule, Kris Laukens, Bart Goethals

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

MARBLES: Mining association rules buried in long event sequences.

Boris Cule, Nikolaj Tatti, Bart Goethals

Stat. Anal. Data Min., 2014

Mining Cohesive Itemsets in Graphs.

Tayena Hendrickx, Boris Cule, Bart Goethals

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Itemset Based Sequence Classification.

Cheng Zhou, Boris Cule, Bart Goethals

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

Mining Interesting Itemsets in Graph Datasets.

Boris Cule, Bart Goethals, Tayena Hendrickx

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining spatially cohesive itemsets in protein molecular structures.

Cheng Zhou, Pieter Meysman, Boris Cule, Kris Laukens, Bart Goethals

Proceedings of the 12th International Workshop on Data Mining in Bioinformatics, 2013

2012

Searching for patterns in long sequences

Boris Cule

PhD thesis, 2012

Mining closed strict episodes.

Nikolaj Tatti, Boris Cule

Data Min. Knowl. Discov., 2012

2011

Mining closed episodes with simultaneous events.

Nikolaj Tatti, Boris Cule

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Mining Train Delays.

Boris Cule, Bart Goethals, Sven Tassenoy, Sabine Verboven

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

2010

Mining Association Rules in Long Sequences.

Boris Cule, Bart Goethals

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

2009

A New Constraint for Mining Sets in Sequences.

Boris Cule, Bart Goethals, Céline Robardet

Proceedings of the SIAM International Conference on Data Mining, 2009