-
1
-
-
0025725905
-
Instance-based learning algorithms
-
Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Machine Learning 6(1), 37-66 (1991)
-
(1991)
Machine Learning
, vol.6
, Issue.1
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
2
-
-
0036104537
-
Advances in Instance Selection for Instance-Based Learning Algorithms
-
Brighton, H., Mellish, C.: Advances in Instance Selection for Instance-Based Learning Algorithms. Data Mining and Knowledge Discovery 6, 153-172 (2002)
-
(2002)
Data Mining and Knowledge Discovery
, vol.6
, pp. 153-172
-
-
Brighton, H.1
Mellish, C.2
-
3
-
-
79951628123
-
Time-Series Classification based on Individualised Error Prediction
-
Buza, K., Nanopoulos, A., Schmidt-Thieme, L.: Time-Series Classification based on Individualised Error Prediction. In: IEEE CSE 2010 (2010)
-
(2010)
IEEE CSE 2010
-
-
Buza, K.1
Nanopoulos, A.2
Schmidt-Thieme, L.3
-
4
-
-
0347649244
-
Locally adaptive dimensionality reduction for indexing large time series databases
-
Chakrabarti, K., Keogh, E., Sharad, M., Pazzani, M.: Locally adaptive dimensionality reduction for indexing large time series databases. ACM Transactions on Database Systems 27, 188-228 (2002)
-
(2002)
ACM Transactions on Database Systems
, vol.27
, pp. 188-228
-
-
Chakrabarti, K.1
Keogh, E.2
Sharad, M.3
Pazzani, M.4
-
5
-
-
0004116989
-
-
MIT Press, Cambridge
-
Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms. MIT Press, Cambridge (2001)
-
(2001)
Introduction to Algorithms
-
-
Cormen, T.H.1
Leiserson, C.E.2
Rivest, R.L.3
Stein, C.4
-
6
-
-
84867136666
-
Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures
-
Ding, H., Trajcevski, G., Scheuermann, P., Wang, X., Keogh, E.: Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures. In: VLDB 2008 (2008)
-
(2008)
VLDB 2008
-
-
Ding, H.1
Trajcevski, G.2
Scheuermann, P.3
Wang, X.4
Keogh, E.5
-
7
-
-
0034831597
-
Time series similarity measures and time series indexing
-
Gunopulos, D., Das, G.: Time series similarity measures and time series indexing. ACM SIGMOD Record 30, 624 (2001)
-
(2001)
ACM SIGMOD Record
, vol.30
, pp. 624
-
-
Gunopulos, D.1
Das, G.2
-
8
-
-
9444236865
-
Comparison of instances seletion algorithms I. Algorithms survey
-
Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. Springer, Heidelberg
-
Jankowski, N., Grochowski, M.: Comparison of instances seletion algorithms I. Algorithms survey. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. LNCS (LNAI), vol. 3070, pp. 598-603. Springer, Heidelberg (2004)
-
(2004)
LNCS (LNAI)
, vol.3070
, pp. 598-603
-
-
Jankowski, N.1
Grochowski, M.2
-
9
-
-
9444268167
-
Comparison of instance selection algorithms II. Results and Comments
-
Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. Springer, Heidelberg
-
Jankowski, N., Grochowski, M.: Comparison of instance selection algorithms II. Results and Comments. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. LNCS (LNAI), vol. 3070, pp. 580-585. Springer, Heidelberg (2004)
-
(2004)
LNCS (LNAI)
, vol.3070
, pp. 580-585
-
-
Jankowski, N.1
Grochowski, M.2
-
10
-
-
0242497349
-
Exact indexing of dynamic time warping
-
Keogh, E.: Exact indexing of dynamic time warping. In: VLDB 2002 (2002)
-
(2002)
VLDB 2002
-
-
Keogh, E.1
-
11
-
-
0242709395
-
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
-
Keogh, E., Kasetty, S.: On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration. In: SIGKDD (2002)
-
(2002)
SIGKDD
-
-
Keogh, E.1
Kasetty, S.2
-
12
-
-
38049045180
-
Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors
-
Ioannidis, Y., Novikov, B., Rachev, B. (eds.) ADBIS 2007. Springer, Heidelberg
-
Ougiaroglou, S., Nanopoulos, A., Papadopoulos, A.N., Manolopoulos, Y., Welzer-Druzovec, T.: Adaptive k-Nearest-Neighbor Classification Using a Dynamic Number of Nearest Neighbors. In: Ioannidis, Y., Novikov, B., Rachev, B. (eds.) ADBIS 2007. LNCS, vol. 4690, pp. 66-82. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4690
, pp. 66-82
-
-
Ougiaroglou, S.1
Nanopoulos, A.2
Papadopoulos, A.N.3
Manolopoulos, Y.4
Welzer-Druzovec, T.5
-
13
-
-
33745781710
-
A Symbolic Representation of Time Series, with Implications for Streaming Algorithms
-
Lin, J., Keogh, E., Lonardi, S., Chiu, B.: A Symbolic Representation of Time Series, with Implications for Streaming Algorithms. In: Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (2003)
-
Proceedings of the 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (2003)
-
-
Lin, J.1
Keogh, E.2
Lonardi, S.3
Chiu, B.4
-
15
-
-
71149091644
-
Nearest Neighbors in High-Dimensional Data: The Emergence and Influence of Hubs
-
Radovanovic, M., Nanopoulos, A., Ivanovic, M.: Nearest Neighbors in High-Dimensional Data: The Emergence and Influence of Hubs. In: ICML 2009 (2009)
-
(2009)
ICML 2009
-
-
Radovanovic, M.1
Nanopoulos, A.2
Ivanovic, M.3
-
17
-
-
79957965585
-
Three myths about Dynamic Time Warping
-
Ratanamahatana, C.A., Keogh, E.: Three myths about Dynamic Time Warping. In: SDM (2005)
-
(2005)
SDM
-
-
Ratanamahatana, C.A.1
Keogh, E.2
-
18
-
-
0017930815
-
Dynamic programming algorithm optimization for spoken word recognition
-
Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoustics, Speech and Signal Proc. 26, 43-49 (1978)
-
(1978)
IEEE Trans. Acoustics, Speech and Signal Proc.
, vol.26
, pp. 43-49
-
-
Sakoe, H.1
Chiba, S.2
-
20
-
-
79957947886
-
Fast Time Series Classification Using Numerosity Reduction
-
Airoldi, E.M., Blei, D.M., Fienberg, S.E., Goldenberg, A.,Xing, E.P., Zheng, A.X. (eds.) ICML 2006. Springer, Heidelberg
-
Xi, X., Keogh, E., Shelton, C., Wei, L., Ratanamahatana, C.A.: Fast Time Series Classification Using Numerosity Reduction. In: Airoldi, E.M., Blei, D.M., Fienberg, S.E., Goldenberg, A.,Xing, E.P., Zheng, A.X. (eds.) ICML 2006. LNCS, vol. 4503. Springer, Heidelberg (2007)
-
(2007)
LNCS
, vol.4503
-
-
Xi, X.1
Keogh, E.2
Shelton, C.3
Wei, L.4
Ratanamahatana, C.A.5
|