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2020 – today
- 2024
[c24]Mozhgan Karimi, Len Feremans, Boris Cule, Bart Goethals:
Session-based News Recommendation Using Cohesive Patterns. IEEE Big Data 2024: 440-447- 2023
- [j14]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): 1365-1403 (2023) - [c23]Stijn J. Rotman, Boris Cule, Len Feremans:
Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series. IEEE Big Data 2023: 66-75 - [c22]Mozhgan Karimi, Boris Cule, Bart Goethals:
Leveraging Sequential Episode Mining for Session-Based News Recommendation. WISE 2023: 594-608 - [i3]Len Feremans, Boris Cule, Bart Goethals:
Efficient pattern-based anomaly detection in a network of multivariate devices. CoRR abs/2305.05538 (2023) - 2022
- [j13]Len Feremans, Boris Cule, Bart Goethals:
PETSC: pattern-based embedding for time series classification. Data Min. Knowl. Discov. 36(3): 1015-1061 (2022) - [j12]Sandy Moens, Boris Cule, Bart Goethals:
RASCL: a randomised approach to subspace clusters. Int. J. Data Sci. Anal. 14(3): 243-259 (2022) - [c21]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: 112-118 - 2020
- [j11]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): 215-231 (2020)
2010 – 2019
- 2019
- [j10]Boris Cule, Len Feremans, Bart Goethals:
Efficiently mining cohesion-based patterns and rules in event sequences. Data Min. Knowl. Discov. 33(4): 1125-1182 (2019) - [c20]Sandy Moens, Boris Cule, Bart Goethals:
A Sampling-Based Approach for Discovering Subspace Clusters. DS 2019: 61-71 - [c19]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: 3-20 - [c18]Len Feremans, Vincent Vercruyssen, Boris Cule, Wannes Meert, Bart Goethals:
Pattern-Based Anomaly Detection in Mixed-Type Time Series. ECML/PKDD (1) 2019: 240-256 - [c17]Mozhgan Karimi, Boris Cule, Bart Goethals:
On-the-Fly News Recommendation Using Sequential Patterns. INRA@RecSys 2019: 29-34 - [i2]Nikolaj Tatti, Boris Cule:
Mining Closed Episodes with Simultaneous Events. CoRR abs/1904.08741 (2019) - [i1]Nikolaj Tatti, Boris Cule:
Mining Closed Strict Episodes. CoRR abs/1904.09231 (2019) - 2018
- [j9]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): 20:1-20:24 (2018) - [c16]Len Feremans, Boris Cule, Bart Goethals:
Mining Top-k Quantile-based Cohesive Sequential Patterns. SDM 2018: 90-98 - 2017
- [j8]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: 92-103 (2017) - [j7]Koen Verstrepen, Kanishka Bhaduri, Boris Cule, Bart Goethals:
Collaborative Filtering for Binary, Positiveonly Data. SIGKDD Explor. 19(1): 1-21 (2017) - [c15]Len Feremans, Boris Cule, Celine Vens, Bart Goethals:
Combining Instance and Feature Neighbors for Efficient Multi-label Classification. DSAA 2017: 109-118 - 2016
- [j6]Cheng Zhou, Boris Cule, Bart Goethals:
Pattern Based Sequence Classification. IEEE Trans. Knowl. Data Eng. 28(5): 1285-1298 (2016) - [c14]Boris Cule, Len Feremans, Bart Goethals:
Efficient Discovery of Sets of Co-occurring Items in Event Sequences. ECML/PKDD (1) 2016: 361-377 - 2015
- [j5]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: 4 (2015) - [j4]Cheng Zhou, Boris Cule, Bart Goethals:
A pattern based predictor for event streams. Expert Syst. Appl. 42(23): 9294-9306 (2015) - [c13]Boris Cule, Floris Geerts, Reuben Ndindi:
Space-Bounded Query Approximation. ADBIS 2015: 397-414 - [c12]Cheng Zhou, Boris Cule, Bart Goethals:
Cohesion based co-location pattern mining. DSAA 2015: 1-10 - [c11]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: 637-648 - 2014
- [j3]Boris Cule, Nikolaj Tatti, Bart Goethals:
MARBLES: Mining association rules buried in long event sequences. Stat. Anal. Data Min. 7(2): 93-110 (2014) - [j2]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): 814-825 (2014) - [c10]Tayena Hendrickx, Boris Cule, Bart Goethals:
Mining Cohesive Itemsets in Graphs. Discovery Science 2014: 111-122 - 2013
- [c9]Cheng Zhou, Pieter Meysman, Boris Cule, Kris Laukens, Bart Goethals:
Mining spatially cohesive itemsets in protein molecular structures. BIOKDD 2013: 42-50 - [c8]Boris Cule, Bart Goethals, Tayena Hendrickx:
Mining Interesting Itemsets in Graph Datasets. PAKDD (1) 2013: 237-248 - [c7]Cheng Zhou, Boris Cule, Bart Goethals:
Itemset Based Sequence Classification. ECML/PKDD (1) 2013: 353-368 - 2012
- [b1]Boris Cule:
Searching for patterns in long sequences. University of Antwerp, Belgium, 2012 - [j1]Nikolaj Tatti, Boris Cule:
Mining closed strict episodes. Data Min. Knowl. Discov. 25(1): 34-66 (2012) - [c6]Boris Cule, Nikolaj Tatti, Bart Goethals:
MARBLES: Mining Association Rules Buried in Long Event Sequences. SDM 2012: 248-259 - 2011
- [c5]Boris Cule, Bart Goethals, Sven Tassenoy, Sabine Verboven:
Mining Train Delays. IDA 2011: 113-124 - [c4]Nikolaj Tatti, Boris Cule:
Mining closed episodes with simultaneous events. KDD 2011: 1172-1180 - 2010
- [c3]Nikolaj Tatti, Boris Cule:
Mining Closed Strict Episodes. ICDM 2010: 501-510 - [c2]Boris Cule, Bart Goethals:
Mining Association Rules in Long Sequences. PAKDD (1) 2010: 300-309
2000 – 2009
- 2009
- [c1]Boris Cule, Bart Goethals, Céline Robardet:
A New Constraint for Mining Sets in Sequences. SDM 2009: 317-328
Coauthor Index
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