-
1
-
-
0003684449
-
-
2nd edn. Springer
-
Hastie, T., Tibshirani, R., Friedman, J.: The elements of statistical learning: Data mining, inference, and prediction, 2nd edn. Springer (2009)
-
(2009)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
2
-
-
0034244751
-
Normalized cuts and image segmentation
-
Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE TPAMI 22(8), 888-905 (2000)
-
(2000)
IEEE TPAMI
, vol.22
, Issue.8
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
3
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
Ng, A., Jordan, M., Weiss, Y.: On spectral clustering: Analysis and an algorithm. In: NIPS (2001)
-
(2001)
NIPS
-
-
Ng, A.1
Jordan, M.2
Weiss, Y.3
-
4
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation 15(6), 1373-1396 (2003)
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
5
-
-
31544482150
-
Isoperimetric graph partitioning for image segmentation
-
Grady, L., Schwartz, E.: Isoperimetric graph partitioning for image segmentation. IEEE TPAMI 28(3), 469-475 (2006)
-
(2006)
IEEE TPAMI
, vol.28
, Issue.3
, pp. 469-475
-
-
Grady, L.1
Schwartz, E.2
-
6
-
-
79951867992
-
Learning semi-Riemannian metrics for semisupervised feature extraction
-
Zhang, W., Lin, Z., Tang, X.: Learning semi-Riemannian metrics for semisupervised feature extraction. IEEE TKDE 23(4), 600-611 (2011)
-
(2011)
IEEE TKDE
, vol.23
, Issue.4
, pp. 600-611
-
-
Zhang, W.1
Lin, Z.2
Tang, X.3
-
7
-
-
33847172327
-
Clustering by passing messages between data points
-
Frey, B., Dueck, D.: Clustering by passing messages between data points. Science 315(5814), 972-976 (2007)
-
(2007)
Science
, vol.315
, Issue.5814
, pp. 972-976
-
-
Frey, B.1
Dueck, D.2
-
8
-
-
31844438615
-
Learning from labeled and unlabeled data on a directed graph
-
Zhou, D., Huang, J., Schölkopf, B.: Learning from labeled and unlabeled data on a directed graph. In: ICML (2005)
-
(2005)
ICML
-
-
Zhou, D.1
Huang, J.2
Schölkopf, B.3
-
9
-
-
4243148480
-
Authoritative sources in a hyperlinked environment
-
Kleinberg, J.: Authoritative sources in a hyperlinked environment. Journal of the ACM46(5), 604-632 (1999)
-
(1999)
Journal of the ACM
, vol.46
, Issue.5
, pp. 604-632
-
-
Kleinberg, J.1
-
10
-
-
42149117427
-
Measurement and analysis of online social networks
-
Mislove, A., Marcon, M., Gummadi, K., Druschel, P., Bhattacharjee, B.: Measurement and analysis of online social networks. In: Proc. ACM SIGCOMM Conf. on Internet Measurement (2007)
-
Proc. ACM SIGCOMM Conf. on Internet Measurement (2007)
-
-
Mislove, A.1
Marcon, M.2
Gummadi, K.3
Druschel, P.4
Bhattacharjee, B.5
-
11
-
-
84898995558
-
Self-tuning spectral clustering
-
Zelnik-Manor, L., Perona, P.: Self-tuning spectral clustering. In: NIPS (2005)
-
(2005)
NIPS
-
-
Zelnik-Manor, L.1
Perona, P.2
-
12
-
-
84864040410
-
A local learning approach for clustering
-
Wu, M., Schölkopf, B.: A local learning approach for clustering. In: NIPS (2007)
-
(2007)
NIPS
-
-
Wu, M.1
Schölkopf, B.2
-
13
-
-
33947183275
-
Fast agglomerative clustering using a k-nearest neighbor graph
-
Franti, P., Virmajoki, O., Hautamaki, V.: Fast agglomerative clustering using a k-nearest neighbor graph. IEEE TPAMI 28(11), 1875-1881 (2006)
-
(2006)
IEEE TPAMI
, vol.28
, Issue.11
, pp. 1875-1881
-
-
Franti, P.1
Virmajoki, O.2
Hautamaki, V.3
-
14
-
-
77953192794
-
Feature correspondence and deformable object matching via agglomerative correspondence clustering
-
Cho, M., Lee, J., Lee, K.: Feature correspondence and deformable object matching via agglomerative correspondence clustering. In: ICCV (2009)
-
(2009)
ICCV
-
-
Cho, M.1
Lee, J.2
Lee, K.3
-
15
-
-
22044455069
-
Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications
-
Sander, J., Ester, M., Kriegel, H., Xu, X.: Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications. Data Mining and Knowledge Discovery 2(2), 169-194 (1998)
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 169-194
-
-
Sander, J.1
Ester, M.2
Kriegel, H.3
Xu, X.4
-
16
-
-
26944461753
-
Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data
-
Ertöz, L., Steinbach, M., Kumar, V.: Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data. In: SIAM International Conf. on Data Mining (2003)
-
SIAM International Conf. on Data Mining (2003)
-
-
Ertöz, L.1
Steinbach, M.2
Kumar, V.3
-
17
-
-
0032686723
-
Chameleon: Hierarchical clustering using dynamic modeling
-
Karypis, G., Han, E., Kumar, V.: Chameleon: Hierarchical clustering using dynamic modeling. IEEE Computer 32(8), 68-75 (1999)
-
(1999)
IEEE Computer
, vol.32
, Issue.8
, pp. 68-75
-
-
Karypis, G.1
Han, E.2
Kumar, V.3
-
18
-
-
85162072206
-
Cyclizing clusters via zeta function of a graph
-
Zhao, D., Tang, X.: Cyclizing clusters via zeta function of a graph. In: NIPS (2008)
-
(2008)
NIPS
-
-
Zhao, D.1
Tang, X.2
-
19
-
-
9644254228
-
Efficient graph-based image segmentation
-
Felzenszwalb, P., Huttenlocher, D.: Efficient graph-based image segmentation. IJCV 59(2), 167-181 (2004)
-
(2004)
IJCV
, vol.59
, Issue.2
, pp. 167-181
-
-
Felzenszwalb, P.1
Huttenlocher, D.2
-
20
-
-
0344551898
-
Multiclass spectral clustering
-
Yu, S., Shi, J.: Multiclass spectral clustering. In: ICCV (2003)
-
(2003)
ICCV
-
-
Yu, S.1
Shi, J.2
-
21
-
-
33745886518
-
A spectral technique for correspondence problems using pair-wise constraints
-
Leordeanu, M., Hebert, M.: A spectral technique for correspondence problems using pair-wise constraints. In: ICCV (2005)
-
(2005)
ICCV
-
-
Leordeanu, M.1
Hebert, M.2
-
22
-
-
77956000289
-
Common visual pattern discovery via spatially coherent correspondences
-
Liu, H., Yan, S.: Common visual pattern discovery via spatially coherent correspondences. In: CVPR (2010)
-
(2010)
CVPR
-
-
Liu, H.1
Yan, S.2
|