Simons J, Boverhof B, Aarts E and Zhan P.
(2024). The influence of observation sequence features on the performance of the Bayesian hidden Markov model: A Monte Carlo simulation study. PLOS ONE. 10.1371/journal.pone.0314444. 19:12. (e0314444).
Alibasa M, Calvo R and Yacef K.
(2022). Predicting Mood from Digital Footprints Using Frequent Sequential Context Patterns Features. International Journal of Human–Computer Interaction. 10.1080/10447318.2022.2073321. 39:10. (2061-2075). Online publication date: 15-Jun-2023.
Robinson W and Aria A.
(2018). Sequential fraud detection for prepaid cards using hidden Markov model divergence. Expert Systems with Applications. 10.1016/j.eswa.2017.08.043. 91. (235-251). Online publication date: 1-Jan-2018.
Moyse G, Lesot M and Bouchon-Meunier B.
(2013). Linguistic summaries for periodicity detection based on mathematical morphology 2013 IEEE Symposium on Foundations of Computational Intelligence (FOCI). 10.1109/FOCI.2013.6602462. 978-1-4673-5901-6. (106-113).
Liu Y, Zhao Y, Chen L, Pei J and Han J.
(2012). Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. IEEE Transactions on Parallel and Distributed Systems. 23:11. (2138-2149). Online publication date: 1-Nov-2012.
Robinson W, Syed A, Akhlaghi A and Deng T. Pattern Discovery of User Interface Sequencing by Rehabilitation Clients with Cognitive Impairments. Proceedings of the 2012 45th Hawaii International Conference on System Sciences. (3001-3010).
Jiang Y, Perng C and Li T. Natural event summarization. Proceedings of the 20th ACM international conference on Information and knowledge management. (765-774).
Hadzic F and Hecker M. Alternative Approach to Tree-Structured Web Log Representation and Mining. Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01. (235-242).
Weiβ C.
(2011). Rule generation for categorical time series with Markov assumptions. Statistics and Computing. 21:1. (1-16). Online publication date: 1-Jan-2011.
Kiernan J and Terzi E.
(2009). Constructing comprehensive summaries of large event sequences. ACM Transactions on Knowledge Discovery from Data. 3:4. (1-31). Online publication date: 1-Nov-2009.
Kiernan J and Terzi E. EventSummarizer. Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology. (1136-1139).
Kiernan J and Terzi E. Constructing comprehensive summaries of large event sequences. Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining. (417-425).
Jamasebi R, Johnson N, Kaffashi F, Redline S and Loparo K.
(2008). A watermarking algorithm for polysomnography data 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 10.1109/IEMBS.2008.4650513. 978-1-4244-1814-5. (5720-5723).
Liu Y, Chen L, Pei J, Chen Q and Zhao Y. Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. Proceedings of the Fifth IEEE International Conference on Pervasive Computing and Communications. (37-46).
Shirahama K, Ideno K and Uehara K. A Time-Constrained Sequential Pattern Mining for Extracting Semantic Events in Videos. Multimedia Data Mining and Knowledge Discovery. 10.1007/978-1-84628-799-2_20. (404-426).
Shirahama K, Ideno K and Uehara K.
(2006). Extracting Semantic Patterns in Video Using Time-constrained Sequential Pattern Mining. The Journal of The Institute of Image Information and Television Engineers. 10.3169/itej.60.1473. 60:9. (1473-1482).
Laxman S, Sastry P and Unnikrishnan K.
(2005). Discovering Frequent Episodes and Learning Hidden Markov Models. IEEE Transactions on Knowledge and Data Engineering. 17:11. (1505-1517). Online publication date: 1-Nov-2005.
Li C and Yoo J. A study of the effects of bias in criterion functions for temporal data clustering. Proceedings of the 43rd annual ACM Southeast Conference - Volume 1. (85-89).
Jiao L, Wu Y, Wu G, Chang E and Wang Y.
(2004). Anatomy of a multicamera video surveillance system. Multimedia Systems. 10:2. (144-163). Online publication date: 1-Aug-2004.
Wu G, Wu Y, Jiao L, Wang Y and Chang E. Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance. Proceedings of the eleventh ACM international conference on Multimedia. (528-538).
Bolton R and Adams N. An iterative hypothesis-testing strategy for pattern discovery. Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining. (49-58).