-
1
-
-
0034954376
-
"Aligning gene expression time series with time warping algorithms"
-
J. Aach and G. M. Church, "Aligning gene expression time series with time warping algorithms," Bioinform., vol. 17, pp. 495-508, 2001.
-
(2001)
Bioinform.
, vol.17
, pp. 495-508
-
-
Aach, J.1
Church, G.M.2
-
2
-
-
0036185574
-
"Cluster analysis of activity-time series in motor learining"
-
D. Balslev, F. A. Nielsen, S. A. Frutiger, J. J. Sidtis, T. B. Christiansen, C. Svarer, S. C. Strother, D. A. Rottenberg, L. K. Hansen, O. B. Paulson, and I. Law, "Cluster analysis of activity-time series in motor learining," Human Brain Mapping, vol. 15, no. 3, pp. 135-145, 2002.
-
(2002)
Human Brain Mapping
, vol.15
, Issue.3
, pp. 135-145
-
-
Balslev, D.1
Nielsen, F.A.2
Frutiger, S.A.3
Sidtis, J.J.4
Christiansen, T.B.5
Svarer, C.6
Strother, S.C.7
Rottenberg, D.A.8
Hansen, L.K.9
Paulson, O.B.10
Law, I.11
-
3
-
-
0030212286
-
"Comments on a possibilistic approach to clustering"
-
Aug.
-
M. Barni, V. Cappellini, and A. Mecocci, "Comments on a possibilistic approach to clustering," IEEE Trans. Fuzzy Syst., vol. 4, no. 3, pp. 393-396, Aug. 1996.
-
(1996)
IEEE Trans. Fuzzy Syst.
, vol.4
, Issue.3
, pp. 393-396
-
-
Barni, M.1
Cappellini, V.2
Mecocci, A.3
-
4
-
-
0028496864
-
"A least biased fuzzy clustering method"
-
Sep.
-
G. Beni and X. Liu, "A least biased fuzzy clustering method," IEEE Trans. Pattern Anal. Machine Intell., vol. 16, no. 9, pp. 954-960, Sep. 1994.
-
(1994)
IEEE Trans. Pattern Anal. Machine Intell.
, vol.16
, Issue.9
, pp. 954-960
-
-
Beni, G.1
Liu, X.2
-
5
-
-
0002076016
-
"Finding patterns in time series: A dynamic programming approach"
-
Menlo Park, CA: AAAI/MIT Press
-
D. J. Berndt and J. Clifford, "Finding patterns in time series: A dynamic programming approach," in Advances in Knowledge Discovery and Data Mining. Menlo Park, CA: AAAI/MIT Press, 1996, pp. 229-248.
-
(1996)
Advances in Knowledge Discovery and Data Mining
, pp. 229-248
-
-
Berndt, D.J.1
Clifford, J.2
-
7
-
-
0001982675
-
"Clustering of time series"
-
Heidelberg, Germany: Physica-Verlag
-
Z. Bohte, D. Cepar, and K. Košmelj, "Clustering of time series," in COMPSTAT'80. Heidelberg, Germany: Physica-Verlag, 1980, pp. 587-593.
-
(1980)
COMPSTAT'80
, pp. 587-593
-
-
Bohte, Z.1
Cepar, D.2
Košmelj, K.3
-
8
-
-
27644477297
-
"Clustering panel data via perturbed adaptive simulated annealing and genetic algorithms"
-
D. C. Bonzo and A. Y. Hermosilla, "Clustering panel data via perturbed adaptive simulated annealing and genetic algorithms," Adv. Complex Syst., vol. 5, no. 4, pp. 339-360, 2002.
-
(2002)
Adv. Complex Syst.
, vol.5
, Issue.4
, pp. 339-360
-
-
Bonzo, D.C.1
Hermosilla, A.Y.2
-
9
-
-
3142693168
-
"L'analyze discriminante de tableaux évolutifs"
-
P. Casìn, "L'analyze discriminante de tableaux évolutifs," Revue de Statistique Appliquée, vol. XLIII, no. 3, pp. 73-91, 1995.
-
(1995)
Revue De Statistique Appliquée
, vol.43
, Issue.3
, pp. 73-91
-
-
Casìn, P.1
-
10
-
-
3142674107
-
"The geometric approach to the comparison of multivariate time trajectories"
-
S. Borra, R. Rocci, M. Vichi, and M. Schader, Eds. Heidelberg, Germany: Springer-Verlag
-
R. Coppi and P. D'Urso, "The geometric approach to the comparison of multivariate time trajectories," in Advances in Data Science and Classitication, S. Borra, R. Rocci, M. Vichi, and M. Schader, Eds. Heidelberg, Germany: Springer-Verlag, 2001, pp. 93-100.
-
(2001)
Advances in Data Science and Classitication
, pp. 93-100
-
-
Coppi, R.1
D'Urso, P.2
-
11
-
-
0038006805
-
"Three-way fuzzy clustering models for LR fuzzy time trajectories"
-
R. Coppi and P. D'Urso, "Three-way fuzzy clustering models for LR fuzzy time trajectories," Comput. Statist. Data Anal., vol. 43, pp. 149-177, 2003.
-
(2003)
Comput. Statist. Data Anal.
, vol.43
, pp. 149-177
-
-
Coppi, R.1
D'Urso, P.2
-
12
-
-
0039580708
-
"Multiway data analysis: Software and applications"
-
Eds
-
R. Coppi and A. Di Ciaccio, Eds., "Multiway data analysis: Software and applications," in Comput. Statist. Data Anal., 1994, vol. 18.
-
(1994)
Comput. Statist. Data Anal.
, vol.18
-
-
Coppi, R.1
Di Ciaccio, A.2
-
13
-
-
26344469343
-
"Dissimilarity measures for time trajectories"
-
P. D'Urso, "Dissimilarity measures for time trajectories," J. Ital. Statist. Soc., vol. 1-3, pp. 53-83, 2000.
-
(2000)
J. Ital. Statist. Soc.
, vol.1-3
, pp. 53-83
-
-
D'Urso, P.1
-
14
-
-
84947768200
-
"Finding similar time series"
-
Trondheim, Norway
-
G. Das, D. Gunopulos, and H. Mannila, "Finding similar time series," in Proc. Principles of Data Mining and Knowledge Discovery, 1st Eur. Symp., Trondheim, Norway, 1997, pp. 88-100.
-
(1997)
Proc. Principles of Data Mining and Knowledge Discovery, 1st Eur. Symp.
, pp. 88-100
-
-
Das, G.1
Gunopulos, D.2
Mannila, H.3
-
15
-
-
0000586827
-
"Characterization and detection of noise in clustering"
-
R. Davé, "Characterization and detection of noise in clustering," Pattern Recogn. Lett., vol. 12, pp. 657-664, 1991.
-
(1991)
Pattern Recogn. Lett.
, vol.12
, pp. 657-664
-
-
Davé, R.1
-
16
-
-
0028482531
-
"Robust shape detection using fuzzy clustering: Practical applications"
-
R. Davé and T. Fu, "Robust shape detection using fuzzy clustering: Practical applications," Fuzzy Sets Syst., vol. 65, pp. 161-185, 1994.
-
(1994)
Fuzzy Sets Syst.
, vol.65
, pp. 161-185
-
-
Davé, R.1
Fu, T.2
-
17
-
-
0031139176
-
"Robust clustering methods: An unified view"
-
Apr.
-
R. Davé and R. Krishnaupuram, "Robust clustering methods: An unified view," IEEE Trans. Fuzzy Syst., vol. 5, no. 2, pp. 270-293, Apr. 1997.
-
(1997)
IEEE Trans. Fuzzy Syst.
, vol.5
, Issue.2
, pp. 270-293
-
-
Davé, R.1
Krishnaupuram, R.2
-
18
-
-
0036904021
-
"Robust fuzzy clustering of relational data"
-
Dec.
-
R. Davé and S. Sen, "Robust fuzzy clustering of relational data," IEEE Trans. Fuzzy Syst., vol 10, no. 6, pp. 713-727, Dec. 2002.
-
(2002)
IEEE Trans. Fuzzy Syst.
, vol.10
, Issue.6
, pp. 713-727
-
-
Davé, R.1
Sen, S.2
-
19
-
-
12344330670
-
"Classification of bioacustic time series based on the combination of global and local decisions"
-
C. Dietrich, G. Palm, K. Riede, and F. Schwenker, "Classification of bioacustic time series based on the combination of global and local decisions," Pattern Recogn., vol. 37, pp. 2293-2305, 2004.
-
(2004)
Pattern Recogn.
, vol.37
, pp. 2293-2305
-
-
Dietrich, C.1
Palm, G.2
Riede, K.3
Schwenker, F.4
-
20
-
-
0038642346
-
"Analyzing clustering effects across time"
-
D. M. Dunn and J. M. Landwehr, "Analyzing clustering effects across time," J. Amer. Statist. Assoc., vol. 75, pp. 8-15, 1980.
-
(1980)
J. Amer. Statist. Assoc.
, vol.75
, pp. 8-15
-
-
Dunn, D.M.1
Landwehr, J.M.2
-
21
-
-
0033855255
-
"A multistep unsupervised fuzzy clustering analysis of fMRI time series"
-
M. J. Fadili, S. Ruan, D. Bloyet, and B. Mazoyer, "A multistep unsupervised fuzzy clustering analysis of fMRI time series," Human Brain Mapping, vol. 10, no. 4, pp. 160-178, 2000.
-
(2000)
Human Brain Mapping
, vol.10
, Issue.4
, pp. 160-178
-
-
Fadili, M.J.1
Ruan, S.2
Bloyet, D.3
Mazoyer, B.4
-
22
-
-
0035296809
-
"On the number of clusters and the fuzziness index for unsupervised FCA of fMRI time series"
-
M. J. Fadili, S. Ruan, D. Bloyet, and B. Mazoyer, "On the number of clusters and the fuzziness index for unsupervised FCA of fMRI time series," Medical Image Anal., vol. 5, no. 1, pp. 54-67, 2001.
-
(2001)
Medical Image Anal.
, vol.5
, Issue.1
, pp. 54-67
-
-
Fadili, M.J.1
Ruan, S.2
Bloyet, D.3
Mazoyer, B.4
-
23
-
-
0032650370
-
"A robust competitive algorithm with applications in computer vision"
-
May
-
H. Frigui and R. Krishnaupuram, "A robust competitive algorithm with applications in computer vision," IEEE Trans. Pattern Anal. Machine Intell., vol. 21, no. 5, pp. 450-465, May 1999.
-
(1999)
IEEE Trans. Pattern Anal. Machine Intell.
, vol.21
, Issue.5
, pp. 450-465
-
-
Frigui, H.1
Krishnaupuram, R.2
-
24
-
-
3142784143
-
"Une analyze discriminante sur données longitudinales"
-
M. Frouard, A. Carlier, and J. Cauquil, "Une analyze discriminante sur données longitudinales," Revue de Statistique Appliquèe, vol. XLVII, no. 2, pp. 41-59, 1999.
-
(1999)
Revue De Statistique Appliquèe
, vol.47
, Issue.2
, pp. 41-59
-
-
Frouard, M.1
Carlier, A.2
Cauquil, J.3
-
25
-
-
0033309196
-
"Hierarchical-fuzzy clustering of temporal-patterns and its application for time-series prediction"
-
A. B. Geva, "Hierarchical-fuzzy clustering of temporal-patterns and its application for time-series prediction," Pattern Recogn. Lett., vol. 20, pp. 1519-1532, 1999.
-
(1999)
Pattern Recogn. Lett.
, vol.20
, pp. 1519-1532
-
-
Geva, A.B.1
-
26
-
-
0032796478
-
"On clustering fMRI time series"
-
C. Goutte, P. Toft, E. Rostmp, F. Å. Nielsen, and L. K. Hansen, "On clustering fMRI time series," NeoroImage, vol. 9, no. 3, pp. 298-310, 1999.
-
(1999)
NeoroImage
, vol.9
, Issue.3
, pp. 298-310
-
-
Goutte, C.1
Toft, P.2
Rostmp, E.3
Nielsen, F.Å.4
Hansen, L.K.5
-
27
-
-
0034301714
-
"Classification of temporal sequences via prediction using the simple recurrent neural network"
-
L. Gupta, M. McAvoy, and J. Phegley, "Classification of temporal sequences via prediction using the simple recurrent neural network," Pattern Recogn., vol. 33, no. 10, pp. 1759-1770, 2000.
-
(2000)
Pattern Recogn.
, vol.33
, Issue.10
, pp. 1759-1770
-
-
Gupta, L.1
McAvoy, M.2
Phegley, J.3
-
28
-
-
0034298140
-
P norm distances"
-
Oct.
-
P norm distances," IEEE Trans. Fuzzy Syst., vol. 8, no. 5, pp. 576-582, Oct. 2000.
-
(2000)
IEEE Trans. Fuzzy Syst.
, vol.8
, Issue.5
, pp. 576-582
-
-
Hathaway, R.J.1
Bezdek, J.C.2
Hu, Y.3
-
29
-
-
3142671140
-
"Classification of time series with optimized time-frequency representations"
-
X. Bock and X. Polasek, Eds. Berlin, Germany: Springer-Verlag
-
C. Heitz, "Classification of time series with optimized time-frequency representations," in Data Analysis and Information Systems, X. Bock and X. Polasek, Eds. Berlin, Germany: Springer-Verlag, 1995, pp. 41-51.
-
(1995)
Data Analysis and Information Systems
, pp. 41-51
-
-
Heitz, C.1
-
31
-
-
0031999331
-
"A method of identifying influential data in fuzzy clustering"
-
Feb.
-
H. Imar, A. Tanaka, and M. Miyakoshi, "A method of identifying influential data in fuzzy clustering," IEEE Trans. Fuzzy Syst., vol. 6, no. 1, pp. 90-101, Feb. 1998.
-
(1998)
IEEE Trans. Fuzzy Syst.
, vol.6
, Issue.1
, pp. 90-101
-
-
Imar, H.1
Tanaka, A.2
Miyakoshi, M.3
-
32
-
-
0002779251
-
1-norm based fuzzy clustering"
-
1-norm based fuzzy clustering," Fuzzy Sets Syst., vol. 39, pp. 43-50, 1991.
-
(1991)
Fuzzy Sets Syst.
, vol.39
, pp. 43-50
-
-
Jajuga, K.1
-
33
-
-
0035535702
-
"Functional linear discriminant analysis for irregularly sampled curves"
-
G. James and T. Hastie, "Functional linear discriminant analysis for irregularly sampled curves," J. Royal Statist. Soc., ser. B, vol. 63, pp. 533-550, 2001.
-
(2001)
J. Royal Statist. Soc., Ser. B
, vol.63
, pp. 533-550
-
-
James, G.1
Hastie, T.2
-
34
-
-
0043245795
-
"Clustering of sparse functional data"
-
G. James and C. Sugar, "Clustering of sparse functional data," J. Amer. Statist. Assoc., vol. 98, pp. 397-408, 2003.
-
(2003)
J. Amer. Statist. Assoc.
, vol.98
, pp. 397-408
-
-
James, G.1
Sugar, C.2
-
35
-
-
0032343819
-
"Discriminant and clustering for multivariate time series"
-
Y. Kakizawa, H. Shumway, and M. Taniguchi, "Discriminant and clustering for multivariate time series," J. Amer Statist. Assoc., vol. 93, no. 441, pp. 328-340, 1998.
-
(1998)
J. Amer Statist. Assoc.
, vol.93
, Issue.441
, pp. 328-340
-
-
Kakizawa, Y.1
Shumway, H.2
Taniguchi, M.3
-
36
-
-
0031034197
-
"Predictive modular neural networks for time series classification"
-
A. Kehagias and V. Petridis, "Predictive modular neural networks for time series classification," Neural Networks, vol. 10, no. 1, pp. 31-49, 1997.
-
(1997)
Neural Networks
, vol.10
, Issue.1
, pp. 31-49
-
-
Kehagias, A.1
Petridis, V.2
-
38
-
-
0033281059
-
"Fuzzy order statistics and their application to fuzzy clustering"
-
Dec.
-
P. R. Kersten, "Fuzzy order statistics and their application to fuzzy clustering," IEEE Trans. Fuzzy Syst., vol, 7, no. 6, pp. 708-712, Dec. 1999.
-
(1999)
IEEE Trans. Fuzzy Syst.
, vol.7
, Issue.6
, pp. 708-712
-
-
Kersten, P.R.1
-
39
-
-
0043226699
-
"Application of the least trimmed squares techniques to prototype-based clustering"
-
J. Kim, R. Krishnapuram, and R. N. Davé, "Application of the least trimmed squares techniques to prototype-based clustering," Pattern Recogn. Lett., vol. 17, pp. 633-641, 1996.
-
(1996)
Pattern Recogn. Lett.
, vol.17
, pp. 633-641
-
-
Kim, J.1
Krishnapuram, R.2
Davé, R.N.3
-
40
-
-
84935189422
-
"A two-step procedure for clustering time varying data"
-
K. Košmelj, "A two-step procedure for clustering time varying data," J. Math. Sociol., vol. 12, no. 3, pp. 315-326, 1986.
-
(1986)
J. Math. Sociol.
, vol.12
, Issue.3
, pp. 315-326
-
-
Košmelj, K.1
-
41
-
-
0002182408
-
"Cross-sectional approach for clustering time varying data"
-
K. Košmelj and V. Batagelj, "Cross-sectional approach for clustering time varying data," J. Classification, vol. 7, pp. 99-109, 1990.
-
(1990)
J. Classification
, vol.7
, pp. 99-109
-
-
Košmelj, K.1
Batagelj, V.2
-
42
-
-
27644584067
-
"Aspect temporel des variables hydriques du haut Rhône fran&ais"
-
K. Košmelj and B. Lachet, "Aspect temporel des variables hydriques du haut Rhône fran&ais," Revue de Statistique Appliquée, vol. XXXI, no. 2, pp. 5-18, 1983.
-
(1983)
Revue De Statistique Appliquée
, vol.31
, Issue.2
, pp. 5-18
-
-
Košmelj, K.1
Lachet, B.2
-
43
-
-
0035416012
-
"Low-complexity fuzzy relational clustering algorithms for web mining"
-
Aug.
-
R. Krishnapuram, A. Joshi, O. Nasraoui, and L. Yi, "Low-complexity fuzzy relational clustering algorithms for web mining," IEEE Trans. Fuay Syst., vol. 9, no. 4, pp. 595-607, Aug. 2001.
-
(2001)
IEEE Trans. Fuay Syst.
, vol.9
, Issue.4
, pp. 595-607
-
-
Krishnapuram, R.1
Joshi, A.2
Nasraoui, O.3
Yi, L.4
-
44
-
-
0027595430
-
"A possibilistic approach to clustering"
-
Feb.
-
R. Krishnaupuram and J. Keller, "A possibilistic approach to clustering," IEEE Trans. Fuay Syst., vol. 1, no. 1, pp. 98-110, Feb. 1993.
-
(1993)
IEEE Trans. Fuay Syst.
, vol.1
, Issue.1
, pp. 98-110
-
-
Krishnaupuram, R.1
Keller, J.2
-
45
-
-
0030214781
-
"The possibilistic c-means algorithm: Insights and recommendations"
-
Aug.
-
R. Krishnaupuram and J. Keller, "The possibilistic c-means algorithm: Insights and recommendations," IEEE Trans. Fuay Syst., vol. 4, no. 3, pp. 385-393, Aug. 1996.
-
(1996)
IEEE Trans. Fuay Syst.
, vol.4
, Issue.3
, pp. 385-393
-
-
Krishnaupuram, R.1
Keller, J.2
-
46
-
-
0037534035
-
"Toward a robust fuzzy clustering"
-
J. M. Leyki, "Toward a robust fuzzy clustering," Fuay Sets Syst., vol 137, pp. 215-233, 2003.
-
(2003)
Fuay Sets Syst.
, vol.137
, pp. 215-233
-
-
Leyki, J.M.1
-
47
-
-
0002115641
-
"A significance test for classifying ARMA models"
-
E. A. Maharaj, "A significance test for classifying ARMA models," J. Statist. Comput. Simul., vol. 54, pp. 305-331, 1996.
-
(1996)
J. Statist. Comput. Simul.
, vol.54
, pp. 305-331
-
-
Maharaj, E.A.1
-
48
-
-
0033167419
-
"Comparison and classification of stationary multivariate time series"
-
E. A. Maharaj, "Comparison and classification of stationary multivariate time series," Pattern Recogn., vol. 32, pp. 1129-1138, 1999.
-
(1999)
Pattern Recogn.
, vol.32
, pp. 1129-1138
-
-
Maharaj, E.A.1
-
49
-
-
0034340199
-
"Clusters of time series"
-
E. A. Maharaj, "Clusters of time series," J. Classification, vol. 17, pp. 297-314, 2000.
-
(2000)
J. Classification
, vol.17
, pp. 297-314
-
-
Maharaj, E.A.1
-
50
-
-
0033886142
-
"A metric for ARMA process"
-
Apr.
-
R. J. Martin, "A metric for ARMA process," IEEE Trans. Signal Process., vol. 48, no. 4, pp. 1164-1170, Apr. 2000.
-
(2000)
IEEE Trans. Signal Process.
, vol.48
, Issue.4
, pp. 1164-1170
-
-
Martin, R.J.1
-
51
-
-
8344280356
-
"A fuzzy noise-rejection data partitioning algorithm"
-
W. W. Melek, A. A. Goldenberg, and M. R. Emami, "A fuzzy noise-rejection data partitioning algorithm," Int. J. Approx. Reason., vol. 38, no. 1, pp. 1-17, 2004.
-
(2004)
Int. J. Approx. Reason.
, vol.38
, Issue.1
, pp. 1-17
-
-
Melek, W.W.1
Goldenberg, A.A.2
Emami, M.R.3
-
52
-
-
1642586096
-
"A Bayesian classification of heart rate variability data"
-
R. J. Muirhead and R. D. Puff, "A Bayesian classification of heart rate variability data," Physica A, vol. 336, pp. 503-513, 2004.
-
(2004)
Physica A
, vol.336
, pp. 503-513
-
-
Muirhead, R.J.1
Puff, R.D.2
-
53
-
-
0029716925
-
"An improved possibilistic c-means algorithm with finite rejection and robust scale estimation"
-
presented at the North American Fuzzy Information Processing Society Conf., Berkeley, CA
-
O. Nasraoui and R. Krishnaupuram, "An improved possibilistic c-means algorithm with finite rejection and robust scale estimation," presented at the North American Fuzzy Information Processing Society Conf., Berkeley, CA, 1996.
-
(1996)
-
-
Nasraoui, O.1
Krishnaupuram, R.2
-
54
-
-
27644546132
-
A brief overview of robust clustering techniques
-
[Online]. Available
-
O. Nasraoui. (1999) A brief overview of robust clustering techniques. [Online]. Available: http://archer.ee.memphis.edu/www.ee.memphis.edu/ people/facult/RobustClustering.htm
-
(1999)
-
-
Nasraoui, O.1
-
55
-
-
2642567171
-
"Using dynamic time warping to bootstrap HMM-based clustering of time series"
-
R. Sum and C. G. Giles, Eds. Berlin, Germany: Springer-Verlag
-
T. Oates, L. Firoiu, and P. R. Cohen, "Using dynamic time warping to bootstrap HMM-based clustering of time series," in Sequences Learning: Paradigms, Algorithms and Application, R. Sum and C. G. Giles, Eds. Berlin, Germany: Springer-Verlag, 2001, pp. 35-52.
-
(2001)
Sequences Learning: Paradigms, Algorithms and Application
, pp. 35-52
-
-
Oates, T.1
Firoiu, L.2
Cohen, P.R.3
-
56
-
-
0005041048
-
"Fuzzy clustering and robust estirhation"
-
presented at the 9th Meeting SAS Users Group Int., CA
-
Y. Ohashi, "Fuzzy clustering and robust estirhation," presented at the 9th Meeting SAS Users Group Int., CA, 1984.
-
(1984)
-
-
Ohashi, Y.1
-
57
-
-
84981470151
-
"A distance measure for classifying ARIMA models"
-
D. Piccolo, "A distance measure for classifying ARIMA models," J. Time Series Anal., vol. 11, no. 2, pp. 153-164, 1990.
-
(1990)
J. Time Series Anal.
, vol.11
, Issue.2
, pp. 153-164
-
-
Piccolo, D.1
-
58
-
-
0030260611
-
"A new time series classification approach"
-
K. N. Plataniotis, D. Androutsos, A. N. Venetsanopoulos, and D. G. Lainiotis, "A new time series classification approach," Signal Process., vol. 54, pp. 191-199, 1996.
-
(1996)
Signal Process.
, vol.54
, pp. 191-199
-
-
Plataniotis, K.N.1
Androutsos, D.2
Venetsanopoulos, A.N.3
Lainiotis, D.G.4
-
59
-
-
0033692592
-
"Non-stationary time series analysis by temporal clustering"
-
Mar.
-
S. Policker and A. B. Geva, "Non-stationary time series analysis by temporal clustering," IEEE Trans. Syst., Man, Cybern. B, vol. 30, no. 2, pp. 339-343, Mar. 2000.
-
(2000)
IEEE Trans. Syst., Man, Cybern. B
, vol.30
, Issue.2
, pp. 339-343
-
-
Policker, S.1
Geva, A.B.2
-
60
-
-
3042548438
-
"Time series classification using Gaussian mixture models of reconstructed phase spaces"
-
Dec.
-
R. J. Povinelli, M. T. Johnson, A. C. Lindgren, and J. Ye, "Time series classification using Gaussian mixture models of reconstructed phase spaces," IEEE Trans. Knowledge Data Eng., vol. 16, no. 6, pp. 779-783, Dec. 2004.
-
(2004)
IEEE Trans. Knowledge Data Eng.
, vol.16
, Issue.6
, pp. 779-783
-
-
Povinelli, R.J.1
Johnson, M.T.2
Lindgren, A.C.3
Ye, J.4
-
61
-
-
0029370910
-
"Unsupervised time series classification"
-
J. J. Rajan and P. J. W. Rayner, "Unsupervised time series classification," Signal Process., vol. 46, pp. 57-74, 1995.
-
(1995)
Signal Process.
, vol.46
, pp. 57-74
-
-
Rajan, J.J.1
Rayner, P.J.W.2
-
62
-
-
0036532775
-
"Bayesian clustering by dynamics"
-
M. Ramoni, P. Sebastiani, and P. Cohen, "Bayesian clustering by dynamics," Machine Learn., vol. 47, pp. 91-121, 2002.
-
(2002)
Machine Learn.
, vol.47
, pp. 91-121
-
-
Ramoni, M.1
Sebastiani, P.2
Cohen, P.3
-
63
-
-
0037047161
-
"Cluster analysis of gene expression dynamics"
-
M. Ramoni, P. Sebastiani, and I. Kohane, "Cluster analysis of gene expression dynamics," in Proc. National Academy of Sciences, vol. 99, 2002, pp. 9121-9126.
-
(2002)
Proc. National Academy of Sciences
, vol.99
, pp. 9121-9126
-
-
Ramoni, M.1
Sebastiani, P.2
Kohane, I.3
-
64
-
-
0007432335
-
"On a multicriteria fuzzy clustering method for 3-way data"
-
M. Sato and Y. Sato, "On a multicriteria fuzzy clustering method for 3-way data," Int. J. Uncertainty, Fuzziness Knowledge-Based Syst., vol. 2, pp. 127-142, 1994.
-
(1994)
Int. J. Uncertainty, Fuzziness Knowledge-Based Syst.
, vol.2
, pp. 127-142
-
-
Sato, M.1
Sato, Y.2
-
65
-
-
0013359450
-
"A dynamic additive fuzzy clustering model"
-
A. Rizzi, M. Vichi, and H. H. Bock, Eds. New York: Springer-Verlag
-
M. Sato and Y. Sato, "A dynamic additive fuzzy clustering model," in Advances in Data Science and Classification, A. Rizzi, M. Vichi, and H. H. Bock, Eds. New York: Springer-Verlag, 1998, pp. 118-124.
-
(1998)
Advances in Data Science and Classification
, pp. 118-124
-
-
Sato, M.1
Sato, Y.2
-
66
-
-
0021644148
-
"Soft clustering of multidimensional data: A semi-fuzzy approach"
-
S. Z. Selim and M. A. Ismail, "Soft clustering of multidimensional data: A semi-fuzzy approach," Pattern Recogn., vol. 17, no. 5, pp. 559-568, 1984.
-
(1984)
Pattern Recogn.
, vol.17
, Issue.5
, pp. 559-568
-
-
Selim, S.Z.1
Ismail, M.A.2
-
67
-
-
38249010866
-
"Using cluster analysis to classify time series"
-
C. T. Shaw and G. P. King, "Using cluster analysis to classify time series," Physica D Nonlinear Phenomena, vol. 58, pp. 288-298, 1992.
-
(1992)
Physica D Nonlinear Phenomena
, vol.58
, pp. 288-298
-
-
Shaw, C.T.1
King, G.P.2
-
68
-
-
0001545090
-
"Linear discriminant functions for stationary time series"
-
R. H. Shumway and A. N. Unger, "Linear discriminant functions for stationary time series," J. Amer Statist. Assoc., vol. 69, pp. 948-956, 1974.
-
(1974)
J. Amer Statist. Assoc.
, vol.69
, pp. 948-956
-
-
Shumway, R.H.1
Unger, A.N.2
-
69
-
-
0037905617
-
"Time-frequency clustering and discriminant analysis"
-
R. H. Shumway, "Time-frequency clustering and discriminant analysis," Statist. Probab. Lett., vol. 63, pp. 307-314, 2003.
-
(2003)
Statist. Probab. Lett.
, vol.63
, pp. 307-314
-
-
Shumway, R.H.1
-
70
-
-
84898995769
-
"Clustering sequences with hidden Markov models"
-
M. Mozer, M. Jordan, and T. Petsche, Eds. Cambridge, MA: MIT Press
-
P. Smyth, "Clustering sequences with hidden Markov models," in Advances in Neural Information Processing Systems, M. Mozer, M. Jordan, and T. Petsche, Eds. Cambridge, MA: MIT Press, 1997, vol. 9, pp. 648-654.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 648-654
-
-
Smyth, P.1
-
72
-
-
0002107373
-
"Cluster of time series models: An Example"
-
H. Tong and P. Dabas, "Cluster of time series models: An Example," J. Appl. Statist., vol. 17, no. 2, pp. 187-198, 1990.
-
(1990)
J. Appl. Statist.
, vol.17
, Issue.2
, pp. 187-198
-
-
Tong, H.1
Dabas, P.2
-
73
-
-
0036469327
-
"Cluster analysis of biomedical image time-series"
-
A. Wismüller, O. Lange, D. R. Dersch, G. L. Leinsinger, K. Hahn, B. Pütz, and D. Auer, "Cluster analysis of biomedical image time-series," Int. J. Comput. Vision, vol. 46, no. 2, pp. 103-128, 2002.
-
(2002)
Int. J. Comput. Vision
, vol.46
, Issue.2
, pp. 103-128
-
-
Wismüller, A.1
Lange, O.2
Dersch, D.R.3
Leinsinger, G.L.4
Hahn, K.5
Pütz, B.6
Auer, D.7
-
74
-
-
0036779072
-
"Alternative c-means clustering algorithms"
-
K. L. Wu and M. S. Yang, "Alternative c-means clustering algorithms," Pattern Recogn., vol. 35, pp. 2267-2278, 2002.
-
(2002)
Pattern Recogn.
, vol.35
, pp. 2267-2278
-
-
Wu, K.L.1
Yang, M.S.2
-
75
-
-
2642570831
-
"Time series clustering with ARMA mixtures"
-
Y. Xiong and D. Y. Yeung, "Time series clustering with ARMA mixtures," Pattern Recogn., vol. 37, pp. 1675-1689, 2004.
-
(2004)
Pattern Recogn.
, vol.37
, pp. 1675-1689
-
-
Xiong, Y.1
Yeung, D.Y.2
-
76
-
-
0347409033
-
"Competitive algorithms for the clustering of noise data"
-
T. N. Yang and S. D. Wang, "Competitive algorithms for the clustering of noise data," Fuzzy Sets Syst., vol. 141, no. 2, pp. 281-299, 2004.
-
(2004)
Fuzzy Sets Syst.
, vol.141
, Issue.2
, pp. 281-299
-
-
Yang, T.N.1
Wang, S.D.2
-
77
-
-
1842583476
-
"A similarity-based robust clustering method"
-
Apr.
-
T. N. Yang and K. L. Wu, "A similarity-based robust clustering method," IEEE Trans. Pattern Anal. Machine Intell., vol. 26, no. 4, pp. 434-448, Apr. 2004.
-
(2004)
IEEE Trans. Pattern Anal. Machine Intell.
, vol.26
, Issue.4
, pp. 434-448
-
-
Yang, T.N.1
Wu, K.L.2
-
78
-
-
0033167147
-
"A new cluster-validity for fuzzy clustering"
-
N. Zahid, M. Limouri, and A. Essaid, "A new cluster-validity for fuzzy clustering," Pattern Recogn., vol. 32, pp. 1089-1097, 1999.
-
(1999)
Pattern Recogn.
, vol.32
, pp. 1089-1097
-
-
Zahid, N.1
Limouri, M.2
Essaid, A.3
-
79
-
-
84981422060
-
"Discriminant analysis for stationary vector time series"
-
G. Zhang and M. Taniguchi, "Discriminant analysis for stationary vector time series," J. Time Series Anal., pp. 117-126, 1994.
-
(1994)
J. Time Series Anal.
, pp. 117-126
-
-
Zhang, G.1
Taniguchi, M.2
-
80
-
-
0010884797
-
"Nonparametric approach for discriminant analysis in time series"
-
G. Zhang and M. Taniguchi, "Nonparametric approach for discriminant analysis in time series," J. Nonparametric Statist., vol. 5, pp. 91-101, 1995.
-
(1995)
J. Nonparametric Statist.
, vol.5
, pp. 91-101
-
-
Zhang, G.1
Taniguchi, M.2
-
81
-
-
84904240238
-
"Cluster analysis of the realizations of autoregression time series"
-
E. E. Zhuk, "Cluster analysis of the realizations of autoregression time series," Autom. Remote Control, vol. 64, no. 1, pp. 65-75, 2003.
-
(2003)
Autom. Remote Control
, vol.64
, Issue.1
, pp. 65-75
-
-
Zhuk, E.E.1
|