Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining, Journal Machine Learning Research, vol.10, pp.377-403, 2009. ,
An algorithm for multi-relational discovery of subgroups, Proceedings PKDD 1997, pp.78-87 ,
A brief survey on sequence classification, SIGKDD Explor. Newsl, vol.12, issue.1, pp.40-48, 2010. ,
Sequential event prediction, Machine Learning, vol.93, pp.357-380, 2013. ,
Rule evaluation measures: A unifying view, Proceedings ILP 1999, pp.174-185 ,
SD-Map -a fast algorithm for exhaustive subgroup discovery, Proceedings PKDD, pp.6-17, 2006. ,
Anytime discovery of a diverse set of patterns with monte carlo tree search, Data Min. Knowl. Discov, vol.32, issue.3, pp.604-650, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01418663
Sequential Pattern Sampling with Norm Constraints, Proceedings IEEE ICDM 2018, pp.89-98 ,
URL : https://hal.archives-ouvertes.fr/hal-01889230
A user parameter-free approach for mining robust sequential classification rules, Knowl. Inf. Syst, vol.52, issue.1, pp.53-81, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01816470
Mining sequential patterns, Proceedings IEEE ICDE 1995, pp.3-14 ,
Towards bounding sequential patterns, Proceedings ACM SIGKDD 2011, pp.1379-1387 ,
UCI machine learning repository, 2017. ,
20 years of pattern mining: a bibliometric survey, SIGKDD Explor. Newsl, vol.15, issue.1, pp.41-50, 2013. ,
Spade: An efficient algorithm for mining frequent sequences, Machine Learning, vol.42, pp.31-60, 2001. ,
Pattern based sequence classification, IEEE Trans. Knowl. Data Eng, vol.28, pp.1285-1298, 2016. ,
A Pattern Mining Approach to Study Strategy Balance in RTS Games, IEEE Trans. Comput. Intellig. and AI in Games, vol.9, issue.2, pp.123-132, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01252728
Discriminative subsequence mining for action classification, Proceedings IEEE ICSV 2007, pp.1-8 ,
Anytime subgroup discovery in numerical domains with guarantees, Proceedings ECML/PKDD 2018 Part, vol.2, pp.500-516 ,
URL : https://hal.archives-ouvertes.fr/hal-02117627
Exceptional model mining, Data Min. Knowl. Discov, vol.30, issue.1, pp.47-98, 2016. ,
Direct local pattern sampling by efficient two-step random procedures, Proceedings ACM SIGKDD 2011, pp.582-590 ,
Finite-time analysis of the multiarmed bandit problem, Machine Learning, vol.47, pp.235-256, 2002. ,
Diversifying top-k results, Proceedings VLDB Endow, vol.5, issue.11, pp.1124-1135, 2012. ,
Regret analysis of stochastic and nonstochastic multi-armed bandit problems, CoRR, 2012. ,
Diverse subgroup set discovery, Data Min. Knowl. Discov, vol.25, issue.2, pp.208-242, 2012. ,
, Artificial Intelligence: A Modern Approach, 2009.
Sequential pattern mining using a bitmap representation, Proceedings ACM SIGKDD 2002, pp.429-435 ,
Discovering frequent arrangements of temporal intervals, Proceedings IEEE ICDM 2005, pp.354-361 ,
Efficient mining of understandable patterns from multivariate interval time series, Data Min. Knowl. Discov, vol.15, issue.2, pp.181-215, 2007. ,
The long and the short of it: Summarising event sequences with serial episodes, CoRR, 2019. ,