Boris Cule

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 22

Top Topics

Top Venues

Data Min. Knowl. Discov.

Publications

Len Feremans, Boris Cule, Bart Goethals
Efficient pattern-based anomaly detection in a network of multivariate devices. CoRR (2023)
Piotr Gajewski, Boris Cule, Nevena Rankovic
Unveiling the Power of ARIMA, Support Vector and Random Forest Regressors for the Future of the Dutch Employment Market. J. Theor. Appl. Electron. Commer. Res. 18 (3) (2023)
Mozhgan Karimi, Boris Cule, Bart Goethals
Leveraging Sequential Episode Mining for Session-Based News Recommendation. WISE (2023)
Stijn J. Rotman, Boris Cule, Len Feremans
Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series. BigData (2023)
Gianluca Guglielmo, Paris Mavromoustakos Blom, Michal Klincewicz, Boris Cule, Pieter Spronck
Face in the Game: Using Facial Action Units to Track Expertise in Competitive Video Game Play. CoG (2022)
Sandy Moens, Boris Cule, Bart Goethals
RASCL: a randomised approach to subspace clusters. Int. J. Data Sci. Anal. 14 (3) (2022)
Len Feremans, Boris Cule, Bart Goethals
PETSC: pattern-based embedding for time series classification. Data Min. Knowl. Discov. 36 (3) (2022)
Len Feremans, Boris Cule, Celine Vens, Bart Goethals
Combining instance and feature neighbours for extreme multi-label classification. Int. J. Data Sci. Anal. 10 (3) (2020)
Sandy Moens, Boris Cule, Bart Goethals
A Sampling-Based Approach for Discovering Subspace Clusters. DS (2019)
Nikolaj Tatti, Boris Cule
Mining Closed Strict Episodes. CoRR (2019)
Len Feremans, Vincent Vercruyssen, Boris Cule, Wannes Meert, Bart Goethals
Pattern-Based Anomaly Detection in Mixed-Type Time Series. ECML/PKDD (1) (2019)
Mozhgan Karimi, Boris Cule, Bart Goethals
On-the-Fly News Recommendation Using Sequential Patterns. INRA@RecSys (2019)
Boris Cule, Len Feremans, Bart Goethals
Efficiently mining cohesion-based patterns and rules in event sequences. Data Min. Knowl. Discov. 33 (4) (2019)
Len Feremans, Vincent Vercruyssen, Wannes Meert, Boris Cule, Bart Goethals
A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs. NFMCP@PKDD/ECML (2019)
Nikolaj Tatti, Boris Cule
Mining Closed Episodes with Simultaneous Events. CoRR (2019)
Aida Mrzic, Pieter Meysman, Wout Bittremieux, Pieter Moris, Boris Cule, Bart Goethals, Kris Laukens
Grasping frequent subgraph mining for bioinformatics applications. BioData Min. 11 (1) (2018)
Len Feremans, Boris Cule, Bart Goethals
Quantile-based Cohesive Sequential Patterns. SDM (2018)
Koen Verstrepen, Kanishka Bhaduri, Boris Cule, Bart Goethals
Collaborative Filtering for Binary, Positiveonly Data. SIGKDD Explor. 19 (1) (2017)
Elyne Scheurwegs, Boris Cule, Kim Luyckx, Léon Luyten, Walter Daelemans
Selecting relevant features from the electronic health record for clinical code prediction. J. Biomed. Informatics 74 (2017)
Len Feremans, Boris Cule, Celine Vens, Bart Goethals
Combining Instance and Feature Neighbors for Efficient Multi-label Classification. DSAA (2017)
Cheng Zhou, Boris Cule, Bart Goethals
Pattern Based Sequence Classification. IEEE Trans. Knowl. Data Eng. 28 (5) (2016)
Boris Cule, Len Feremans, Bart Goethals
Efficient Discovery of Sets of Co-occurring Items in Event Sequences. ECML/PKDD (1) (2016)
Boris Cule, Floris Geerts, Reuben Ndindi
Space-Bounded Query Approximation. ADBIS (2015)
Cheng Zhou, Boris Cule, Bart Goethals
A pattern based predictor for event streams. Expert Syst. Appl. 42 (23) (2015)
Cheng Zhou, Boris Cule, Bart Goethals
Cohesion based co-location pattern mining. DSAA (2015)
Tayena Hendrickx, Boris Cule, Pieter Meysman, Stefan Naulaerts, Kris Laukens, Bart Goethals
Mining Association Rules in Graphs Based on Frequent Cohesive Itemsets. PAKDD (2) (2015)
Pieter Meysman, Cheng Zhou, Boris Cule, Bart Goethals, Kris Laukens
Mining the entire Protein DataBank for frequent spatially cohesive amino acid patterns. BioData Min. 8 (2015)
Cheng Zhou, Pieter Meysman, Boris Cule, Kris Laukens, Bart Goethals
Discovery of Spatially Cohesive Itemsets in Three-Dimensional Protein Structures. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (5) (2014)
Tayena Hendrickx, Boris Cule, Bart Goethals
Mining Cohesive Itemsets in Graphs. Discovery Science (2014)
Boris Cule, Nikolaj Tatti, Bart Goethals
MARBLES: Mining association rules buried in long event sequences. Stat. Anal. Data Min. 7 (2) (2014)
Cheng Zhou, Boris Cule, Bart Goethals
Itemset Based Sequence Classification. ECML/PKDD (1) (2013)
Boris Cule, Bart Goethals, Tayena Hendrickx
Mining Interesting Itemsets in Graph Datasets. PAKDD (1) (2013)
Cheng Zhou, Pieter Meysman, Boris Cule, Kris Laukens, Bart Goethals
Mining spatially cohesive itemsets in protein molecular structures. BIOKDD (2013)
Boris Cule, Nikolaj Tatti, Bart Goethals
MARBLES: Mining Association Rules Buried in Long Event Sequences. SDM (2012)
Nikolaj Tatti, Boris Cule
Mining closed strict episodes. Data Min. Knowl. Discov. 25 (1) (2012)
Nikolaj Tatti, Boris Cule
Mining closed episodes with simultaneous events. KDD (2011)
Boris Cule, Bart Goethals, Sven Tassenoy, Sabine Verboven
Mining Train Delays. IDA (2011)
Nikolaj Tatti, Boris Cule
Mining Closed Strict Episodes. ICDM (2010)
Boris Cule, Bart Goethals
Mining Association Rules in Long Sequences. PAKDD (1) (2010)
Boris Cule, Bart Goethals, Céline Robardet
A New Constraint for Mining Sets in Sequences. SDM (2009)