-
1
-
-
80054979322
-
An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data
-
ABRAHAM, Z., and TAN, P. (2010), "An Integrated Framework for Simultaneous Classification and Regression of Time-Series Data", in Proceedings of the SIAM International Conference on Data Mining, SDM 2010, pp. 653-664.
-
(2010)
Proceedings of the SIAM International Conference on Data Mining, SDM 2010
, pp. 653-664
-
-
Abraham, Z.1
Tan, P.2
-
2
-
-
85006228721
-
Efficient Similarity Search in Sequence Databases
-
Springer Verlag
-
AGRAWAL, R., FALOUTSOS, C., and SWAMI, A. (1993), "Efficient Similarity Search in Sequence Databases", in Proceedings of the 4th International Conference on Foundations of Data Organization and Algorithms, Chicago, also in Lecture Notes in Computer Science 730, Springer Verlag, pp. 169-184.
-
(1993)
Proceedings of the 4th International Conference on Foundations of Data Organization and Algorithms, Chicago, also in Lecture Notes in Computer Science 730
, pp. 169-184
-
-
Agrawal, R.1
Faloutsos, C.2
Swami, A.3
-
3
-
-
15544384126
-
Clustering Time Series from ARMA Models with Clipped Data
-
BAGNALL, A., and JANACEK, G. (2004), "Clustering Time Series from ARMA Models with Clipped Data", Machine Learning, 58(2), 151-178.
-
(2004)
Machine Learning
, vol.58
, Issue.2
, pp. 151-178
-
-
Bagnall, A.1
Janacek, G.2
-
4
-
-
33745108812
-
A Bit Level Representation for Time Series Data Mining with Shape Based Similarity
-
BAGNALL, A., RATANAMAHATANA, C., KEOGH, E., LONARDI, S., and JANACEK, G. (2006), "A Bit Level Representation for Time Series Data Mining with Shape Based Similarity", Data Mining and Knowledge Discovery Journal, 13(1), 11-40.
-
(2006)
Data Mining and Knowledge Discovery Journal
, vol.13
, Issue.1
, pp. 11-40
-
-
Bagnall, A.1
Ratanamahatana, C.2
Keogh, E.3
Lonardi, S.4
Janacek, G.5
-
5
-
-
84877246663
-
Transformation Based Ensembles for Time Series Classification
-
BAGNALL, A., DAVIS, L., HILLS, J., and LINES, J. (2012), "Transformation Based Ensembles for Time Series Classification", in Proceedings of the International Conference on Data Mining, SDM 2012, pp. 307-318.
-
(2012)
Proceedings of the International Conference on Data Mining, SDM 2012
, pp. 307-318
-
-
Bagnall, A.1
Davis, L.2
Hills, J.3
Lines, J.4
-
6
-
-
0000839562
-
A Weakly Stable algorithm for General Toeplitz Systems
-
BOJANCZYK, A. W., BRENT, R. P., and De HOOG, F. R., (1995), "A Weakly Stable algorithm for General Toeplitz Systems", Numerical Algorithms, 10, 225-244.
-
(1995)
Numerical Algorithms
, vol.10
, pp. 225-244
-
-
Bojanczyk, A.W.1
Brent, R.P.2
De Hoog, F.R.3
-
7
-
-
70349505264
-
-
(4th ed.), John Wiley and Sons
-
BOX, G., JENKINS, G., and REINSEL, G., (2008), Time Series Analysis, Forecasting and Control (4th ed.), John Wiley and Sons.
-
(2008)
Time Series Analysis, Forecasting and Control
-
-
Box, G.1
Jenkins, G.2
Reinsel, G.3
-
8
-
-
79957901710
-
Fusion of Similarity Measures for Time Series Classification
-
BUZA, K., NANOPOULOS, A., and SCHMIDT-THIEME, L. (2011), "Fusion of Similarity Measures for Time Series Classification", in Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, also in Lecture Notes in Computer Science 6679, Springer Verlag, pp. 253-261.
-
(2011)
Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, also in Lecture Notes in Computer Science 6679, Springer Verlag
, pp. 253-261
-
-
Buza, K.1
Nanopoulos, A.2
Schmidt-Thieme, L.3
-
9
-
-
35748959377
-
Time Series Clustering and Classification by the Autoregressive Metric
-
CORDUAS, M., and PICCOLO, D. (2008), "Time Series Clustering and Classification by the Autoregressive Metric", Computational Statistics and Data Analysis, 52(4), 1860-1872.
-
(2008)
Computational Statistics and Data Analysis
, vol.52
, Issue.4
, pp. 1860-1872
-
-
Corduas, M.1
Piccolo, D.2
-
10
-
-
0034343577
-
A General Weighted Two-Way Dissimilarity Coefficient
-
COX, T., and COX, M. (2000), "A General Weighted Two-Way Dissimilarity Coefficient", Journal of Classification, 17(1), 101-121.
-
(2000)
Journal of Classification
, vol.17
, Issue.1
, pp. 101-121
-
-
Cox, T.1
Cox, M.2
-
11
-
-
84876948280
-
A Time Series Forest for Classification and Feature Extraction
-
DENG, H., RUNGER, G., TUV, E., and VLADIMIR, M. (2013), "A Time Series Forest for Classification and Feature Extraction", Information Sciences, 239, 142-153.
-
(2013)
Information Sciences
, vol.239
, pp. 142-153
-
-
Deng, H.1
Runger, G.2
Tuv, E.3
Vladimir, M.4
-
12
-
-
84867136666
-
Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measure
-
DING, H., TRAJCEVSKI, G., SCHEUERMANN, P., WANG, X., and KEOGH, E. (2008), "Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measure", in Proceedings of the 34th International Conference on Very Large Data Bases (VLDB), pp. 1542-1552.
-
(2008)
Proceedings of the 34th International Conference on Very Large Data Bases (VLDB)
, pp. 1542-1552
-
-
Ding, H.1
Trajcevski, G.2
Scheuermann, P.3
Wang, X.4
Keogh, E.5
-
13
-
-
80054999740
-
Classification Trees for Time Series
-
DOUZAL-CHOUAKRIA, A., and AMBLARD, C. (2012), "Classification Trees for Time Series", Pattern Recognition, 45(3), 1076-1091.
-
(2012)
Pattern Recognition
, vol.45
, Issue.3
, pp. 1076-1091
-
-
Douzal-Chouakria, A.1
Amblard, C.2
-
14
-
-
77955553916
-
A Random-Periods Model for the Comparison of a Metrics Efficiency to Classify Cell-Cycle Expressed Genes
-
DOUZAL-CHOUAKRIA, A., DIALLO, A., and GIROUD, F. (2010), "A Random-Periods Model for the Comparison of a Metrics Efficiency to Classify Cell-Cycle Expressed Genes", Pattern Recognition Letters, 31(12), 1608-1617.
-
(2010)
Pattern Recognition Letters
, vol.31
, Issue.12
, pp. 1608-1617
-
-
Douzal-Chouakria, A.1
Diallo, A.2
Giroud, F.3
-
16
-
-
0001330098
-
A General Coefficient of Similarity and Some of its Properties
-
GOWER, J. C. (1971), "A General Coefficient of Similarity and Some of its Properties", Biometrics, 27(4), 857-871.
-
(1971)
Biometrics
, vol.27
, Issue.4
, pp. 857-871
-
-
Gower, J.C.1
-
17
-
-
84981374710
-
The Zero-Crossing Rate of Autoregressive Processes and Its Link to Unit Roots
-
HE, S., and KEDEM, B. (1990), "The Zero-Crossing Rate of Autoregressive Processes and Its Link to Unit Roots", Journal of Time Series Analysis, 11(3), 201-213.
-
(1990)
Journal of Time Series Analysis
, vol.11
, Issue.3
, pp. 201-213
-
-
He, S.1
Kedem, B.2
-
18
-
-
79957533818
-
Weighted Dynamic Time Warping for Time Series Classification
-
JEONG, Y., JEONG, M., and OMITAOMU, O. (2011), "Weighted Dynamic Time Warping for Time Series Classification", Pattern Recognition, 44(9), 2231-2240.
-
(2011)
Pattern Recognition
, vol.44
, Issue.9
, pp. 2231-2240
-
-
Jeong, Y.1
Jeong, M.2
Omitaomu, O.3
-
19
-
-
78149299418
-
Distance Measures for Effective Clustering of ARIMA Time-Series
-
KALPAKIS, K., GADA, D., and PUTTANGUNTA, V. (2001), "Distance Measures for Effective Clustering of ARIMA Time-Series", in IEEE Proceedings of the International Conference on Data Mining (ICDM), San Jose CA, pp. 273-280.
-
(2001)
IEEE Proceedings of the International Conference on Data Mining (ICDM), San Jose CA
, pp. 273-280
-
-
Kalpakis, K.1
Gada, D.2
Puttangunta, V.3
-
21
-
-
24044470614
-
Clustering of Time Series Data: A Survey
-
LIAO, T. W. (2005), "Clustering of Time Series Data: A Survey", Pattern Recognition, 38(11), 1857-1874.
-
(2005)
Pattern Recognition
, vol.38
, Issue.11
, pp. 1857-1874
-
-
Liao, T.W.1
-
22
-
-
84866029906
-
A Shapelet Transform for Time Series Classification
-
LINES, J., DAVIS, L., HILLS, J., and BAGNALL, A. (2012), "A Shapelet Transform for Time Series Classification", in Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Beijing, China, pp. 289-297.
-
(2012)
Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Beijing, China
, pp. 289-297
-
-
Lines, J.1
Davis, L.2
Hills, J.3
Bagnall, A.4
-
24
-
-
0033167419
-
Comparison and Classification of Stationary Multivariate Time Series
-
MAHARAJ, E. A. (1999), "Comparison and Classification of Stationary Multivariate Time Series", Pattern Recognition, 32(7), 1129-1138.
-
(1999)
Pattern Recognition
, vol.32
, Issue.7
, pp. 1129-1138
-
-
Maharaj, E.A.1
-
26
-
-
0033620910
-
Exaggerated Heart Rate Oscillations During Two Meditation Techniques
-
PENG, C. K., MIETUS, J. E., LIU, Y., KHALSA, G., DOUGLAS, P. S., BENSON, H., and GOLDBERGER, A. L. (1999), "Exaggerated Heart Rate Oscillations During Two Meditation Techniques", International Journal of Cardiology, 70(2), 101-107.
-
(1999)
International Journal of Cardiology
, vol.70
, Issue.2
, pp. 101-107
-
-
Peng, C.K.1
Mietus, J.E.2
Liu, Y.3
Khalsa, G.4
Douglas, P.S.5
Benson, H.6
Goldberger, A.L.7
-
28
-
-
84981470151
-
A Distance Measure for Classifying ARIMA Models
-
PICCOLO, D. (1990), "A Distance Measure for Classifying ARIMA Models", Journal of Time Series Analysis, 11(2), 153-164.
-
(1990)
Journal of Time Series Analysis
, vol.11
, Issue.2
, pp. 153-164
-
-
Piccolo, D.1
-
29
-
-
84897927316
-
A Study on Modulation on Cardiovascular Response to Yoga Training
-
QAIRUNNISA, S., CHANDRASHEKAR, M., REVATHI, M., KONDAM, A., MADHURI, B. A., and SUESH, M. (2012), "A Study on Modulation on Cardiovascular Response to Yoga Training", International Journal of Biological and Medical Research, 3(2), 1662-1666.
-
(2012)
International Journal of Biological and Medical Research
, vol.3
, Issue.2
, pp. 1662-1666
-
-
Qairunnisa, S.1
Chandrashekar, M.2
Revathi, M.3
Kondam, A.4
Madhuri, B.A.5
Suesh, M.6
-
30
-
-
34250727441
-
Three Myths About Dynamic Time Warping Data Mining
-
RATANAMAHATANA, C., and KEOGH, E. (2005), "Three Myths About Dynamic Time Warping Data Mining", in Proceedings of the SIAM International Conference on Data Mining, DSM 2005, pp. 506-510.
-
(2005)
Proceedings of the SIAM International Conference on Data Mining, DSM 2005
, pp. 506-510
-
-
Ratanamahatana, C.1
Keogh, E.2
-
31
-
-
22544442515
-
Support Vector Machines of Interval-Based Features for Time Series Classification
-
RODRIGUEZ, J., ALONSO, C., and MAESTRO, J. (2005), "Support Vector Machines of Interval-Based Features for Time Series Classification", Knowledge-Based Systems 18, pp. 171-178.
-
(2005)
Knowledge-Based Systems
, vol.18
, pp. 171-178
-
-
Rodriguez, J.1
Alonso, C.2
Maestro, J.3
-
32
-
-
61849120773
-
Difference Histograms: A New Tool for Time Series Analysis Applied to Bearing Fault Diagnosis
-
VAN WYK, B., VAN WYK, M., and QI, G. (2009), "Difference Histograms: A New Tool for Time Series Analysis Applied to Bearing Fault Diagnosis", Pattern Recognition Letters, 30(6), 595-599.
-
(2009)
Pattern Recognition Letters
, vol.30
, Issue.6
, pp. 595-599
-
-
Van Wyk, B.1
Van Wyk, M.2
Qi, G.3
-
33
-
-
84991833843
-
-
(3rd Ed.), San Francisco: Morgan Kaufmann
-
WITTEN, I., FRANK, L., and HALL, M., (2011), Data Mining: Practical Machine Learning Tools and Techniques (3rd Ed.), San Francisco: Morgan Kaufmann.
-
(2011)
Data Mining: Practical Machine Learning Tools and Techniques
-
-
Witten, I.1
Frank, L.2
Hall, M.3
-
34
-
-
84882410240
-
A Comparison of DFT and DWT Based Similartiy Search in Time-Series Databases
-
NewYork: ACM Press
-
WU, Y., AGRAWAL, D., and EL ABBADI, A. (2000), "A Comparison of DFT and DWT Based Similartiy Search in Time-Series Databases", in Proceedings of the 9th International Conference on Information Knowledge Management, McLean VA, NewYork: ACM Press, pp. 488-495.
-
(2000)
Proceedings of the 9th International Conference on Information Knowledge Management, McLean VA
, pp. 488-495
-
-
Wu, Y.1
Agrawal, D.2
El Abbadi, A.3
-
35
-
-
70350660908
-
Time Series Shapelets: A New Primitive for Data Mining
-
New York: ACM Press
-
YE, L., and KEOGH, E. (2009), "Time Series Shapelets: A New Primitive for Data Mining", in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, New York: ACM Press, pp. 947-956.
-
(2009)
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France
, pp. 947-956
-
-
Ye, L.1
Keogh, E.2
|