| Tài liệu tham khảo |
Loại |
Chi tiết |
| [1] Boriah, S., Chandola, V., Kumar, V. (2008), “Similarity measures for categorical data: a comparative evaluation”, In Proceedings of the 8th SIAM International Conference on Data Mining, pp.243-254 |
Sách, tạp chí |
| Tiêu đề: |
Similarity measures for categorical data: a comparative evaluation”, "In Proceedings of the 8th SIAM International Conference on Data Mining |
| Tác giả: |
Boriah, S., Chandola, V., Kumar, V |
| Năm: |
2008 |
|
| [2] Buhler, J. and Tompa, M. (2001), “Finding motifs using random projections”, Proc. of RECOMB’01, pp.69-76 |
Sách, tạp chí |
| Tiêu đề: |
Finding motifs using random projections”, "Proc. of RECOMB’01 |
| Tác giả: |
Buhler, J. and Tompa, M |
| Năm: |
2001 |
|
| [3] Buza, K., Thieme, L.S (2010), “Motif-based classification of time series with Bayesian networks and SVMs”, Fink, A. et al. (eds)., Advances in data analysis, data handling and business intelligences, Studies in classification, data analysis, knowledge organization. Springer, Berlin, pp.105-114 |
Sách, tạp chí |
| Tiêu đề: |
Motif-based classification of time series with Bayesian networks and SVMs”, Fink, A. et al. (eds).," Advances in data analysis, data handling and business intelligences |
| Tác giả: |
Buza, K., Thieme, L.S |
| Năm: |
2010 |
|
| [5] Chiu, B., Keogh, E. and Lonardi, S. (2003), “Probabilistic discovery of time series motifs”, Proc. of 9th Int. Conf. on Knowledge Discovery and Data Mining (KDD 2003), pp.493-498 |
Sách, tạp chí |
| Tiêu đề: |
Probabilistic discovery of time series motifs”, "Proc. of 9th Int. Conf. on Knowledge Discovery and Data Mining (KDD 2003) |
| Tác giả: |
Chiu, B., Keogh, E. and Lonardi, S |
| Năm: |
2003 |
|
| [6] Gruber, C., Coduro, M. and Sick, B. (2006), “Signature verification with dynamic RBF network and time series motifs”, Proc. of 10th International Workshop on Frontiers in Hand Writing Recognition |
Sách, tạp chí |
| Tiêu đề: |
Signature verification with dynamic RBF network and time series motifs” |
| Tác giả: |
Gruber, C., Coduro, M. and Sick, B |
| Năm: |
2006 |
|
| [7] Han, J., Kamber, M., Pei, J. (2012), “Data Mining: Concepts and Techniques”, Third Edition, Morgan Kaufmann Publishers |
Sách, tạp chí |
| Tiêu đề: |
Data Mining: Concepts and Techniques |
| Tác giả: |
Han, J., Kamber, M., Pei, J |
| Năm: |
2012 |
|
| [8] Keogh, E., Chakrabarti, K., Pazzani, M. & Mehrotra (2000), “Dimensionality reduction for fast similarity search in large time series databases”, Journal of Knowledge and Information Systems, pp.263-286 |
Sách, tạp chí |
| Tiêu đề: |
Dimensionality reduction for fast similarity search in large time series databases”, "Journal of Knowledge and Information Systems |
| Tác giả: |
Keogh, E., Chakrabarti, K., Pazzani, M. & Mehrotra |
| Năm: |
2000 |
|
| [9] Lin, J., Keogh, E., Lonardi, S., Chiu B. (2003), “A Symbolic Representation of Time Series, with Implications for Streaming Algorithms”, 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery |
Sách, tạp chí |
| Tiêu đề: |
A Symbolic Representation of Time Series, with Implications for Streaming Algorithms” |
| Tác giả: |
Lin, J., Keogh, E., Lonardi, S., Chiu B |
| Năm: |
2003 |
|
| [10] Lin, J., Keogh, E., Patel, P. and Lonardi, S. (2002), “Finding motifs in time series”, Proceedings of the 2nd Workshop on Temporal Data Mining, at the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining |
Sách, tạp chí |
| Tiêu đề: |
Finding motifs in time series” |
| Tác giả: |
Lin, J., Keogh, E., Patel, P. and Lonardi, S |
| Năm: |
2002 |
|
| [11] Maletzke, A.G., Lee, H.D., Batista, G.E.A.P.A., Coy, C.S.R. , Fagundes, J.J. and Chung, W.F (2014), “Time Series Classification with Motifs and Characteristics”, Espin, R. et al. (eds)., Soft Computing for Business Intelligence, Volume 537 of the series Studies in Computational Intelligence, Springer, Berlin, pp.125-138 |
Sách, tạp chí |
| Tiêu đề: |
Time Series Classification with Motifs and Characteristics”, Espin, R. et al. (eds)., "Soft Computing for Business Intelligence |
| Tác giả: |
Maletzke, A.G., Lee, H.D., Batista, G.E.A.P.A., Coy, C.S.R. , Fagundes, J.J. and Chung, W.F |
| Năm: |
2014 |
|
| [12] Mueen, A., Keogh, E., Zhu, Q., Cash, S. and Westover, B. (2009), “Exact discovery of time series motif”, Proc. of 2009 SIAM International Conference on Data Mining, pp.1-12 |
Sách, tạp chí |
| Tiêu đề: |
Exact discovery of time series motif”, "Proc. of 2009 SIAM International Conference on Data Mining |
| Tác giả: |
Mueen, A., Keogh, E., Zhu, Q., Cash, S. and Westover, B |
| Năm: |
2009 |
|
| [13] Imandoust, S.B., Bolandraftar, M. (2013), “Application of K-Nearest Neighbor (KNN) Approach for Predicting Economic Events: Theoretical Background”, Int.Journal of Engineering Research and Applications, Vol. 3, Issue 5, pp.605-610 |
Sách, tạp chí |
| Tiêu đề: |
Application of K-Nearest Neighbor (KNN) Approach for Predicting Economic Events: Theoretical Background”, "Int. "Journal of Engineering Research and Applications |
| Tác giả: |
Imandoust, S.B., Bolandraftar, M |
| Năm: |
2013 |
|
| [14] Pradeepkumar, D., Bhunwal, M., Ravi. (2015), “A Novel Hybrid Algorithm for Discovering Motifs from Financial Time Series”, International Conference on Swarm, Evolutionary, and Memetic Computing, pp.201-211 |
Sách, tạp chí |
| Tiêu đề: |
A Novel Hybrid Algorithm for Discovering Motifs from Financial Time Series”, "International Conference on Swarm, Evolutionary, and Memetic Computing |
| Tác giả: |
Pradeepkumar, D., Bhunwal, M., Ravi |
| Năm: |
2015 |
|
| [15] Pratt, K.B. and Fink, E. (2002), “Search for patterns in compressed time series”, Int. Journal of Image and Graphics, Vol. 2, No. 1, pp.89-106 |
Sách, tạp chí |
| Tiêu đề: |
Search for patterns in compressed time series”, "Int. Journal of Image and Graphics |
| Tác giả: |
Pratt, K.B. and Fink, E |
| Năm: |
2002 |
|
| [16] Truong, C.D., Tin, H.N., Anh D.T. (2012), “Combining motif information and neural network for time series prediction”, Int. Journal Business Intelligence and Data Mining, Vol. 7, No. 4, pp.318-339 |
Sách, tạp chí |
| Tiêu đề: |
Combining motif information and neural network for time series prediction”, "Int. Journal Business Intelligence and Data Mining |
| Tác giả: |
Truong, C.D., Tin, H.N., Anh D.T |
| Năm: |
2012 |
|
| [17] Yankov, D., Keogh, E., Medina, J., Chiu, B. and Zordan, V. (2007), “Detecting time series motifs under uniform scaling”, Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.844-853 |
Sách, tạp chí |
| Tiêu đề: |
Detecting time series motifs under uniform scaling”, "Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining |
| Tác giả: |
Yankov, D., Keogh, E., Medina, J., Chiu, B. and Zordan, V |
| Năm: |
2007 |
|