-
1
-
-
26244461684
-
Clustering with bregman divergences
-
A. Banerjee, S. Merugu, I. S. Dhillon, and J. Ghosh. Clustering with bregman divergences. Journal of Machine Learning Research, 6:1705-1749, 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1705-1749
-
-
Banerjee, A.1
Merugu, S.2
Dhillon, I.S.3
Ghosh, J.4
-
2
-
-
12244300524
-
A probabilistic framework for semi-supervised clustering
-
S. Basu, M. Bilenko, and R. J. Mooney. A probabilistic framework for semi-supervised clustering. In Proc. of KDD'04, pages 59-68, 2004.
-
(2004)
Proc. of KDD'04
, pp. 59-68
-
-
Basu, S.1
Bilenko, M.2
Mooney, R.J.3
-
3
-
-
0000913755
-
Spatial interaction and the statistical analysis of lattic systems
-
J. Besag. Spatial interaction and the statistical analysis of lattic systems. Journal of the Royal Statistical Society, Series B, 36(2):192-236, 1974.
-
(1974)
Journal of the Royal Statistical Society, Series B
, vol.36
, Issue.2
, pp. 192-236
-
-
Besag, J.1
-
5
-
-
0039253819
-
LOF: Identifying density-based local outliers
-
M. M. Breunig, H.-P. Kriegel, R. T. Ng, and J. Sander. Lof: identifying density-based local outliers. In Proc. of SIGMOD'00, pages 93-104, 2000.
-
(2000)
Proc. of SIGMOD'00
, pp. 93-104
-
-
Breunig, M.M.1
Kriegel, H.-P.2
Ng, R.T.3
Sander, J.4
-
7
-
-
0009900351
-
Anomaly detection over noisy data using learned probability distributions
-
E. Eskin. Anomaly detection over noisy data using learned probability distributions. In Proc. of ICML '00, pages 255-262, 2000.
-
(2000)
Proc. of ICML '00
, pp. 255-262
-
-
Eskin, E.1
-
8
-
-
33745478079
-
A novel framework for incorporating labeled examples into anomaly detection
-
J. Gao, H. Cheng, and P.-N. Tan. a novel framework for incorporating labeled examples into anomaly detection. In Proc. of SDM'06, pages 594-598, 2006.
-
(2006)
Proc. of SDM'06
, pp. 594-598
-
-
Gao, J.1
Cheng, H.2
Tan, P.-N.3
-
9
-
-
49149121323
-
Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications
-
R. Ge, M. Ester, B. J. Gao, Z. Hu, B. Bhattacharya, and B. Ben-Moshe. Joint cluster analysis of attribute data and relationship data: The connected k-center problem, algorithms and applications. ACM Transactions on Knowledge Discovery from Data, 2(2):1-35, 2008.
-
(2008)
ACM Transactions on Knowledge Discovery from Data
, vol.2
, Issue.2
, pp. 1-35
-
-
Ge, R.1
Ester, M.2
Gao, B.J.3
Hu, Z.4
Bhattacharya, B.5
Ben-Moshe, B.6
-
12
-
-
0242625250
-
Simrank: A measure of structural-context similarity
-
G. Jeh and J. Widom. Simrank: a measure of structural-context similarity. In Proc. of KDD'02, pages 538-543, 2002.
-
(2002)
Proc. of KDD'02
, pp. 538-543
-
-
Jeh, G.1
Widom, J.2
-
14
-
-
0032131147
-
A fast and high quality multilevel scheme for partitioning irregular graphs
-
G. Karypis and V. Kumar. A fast and high quality multilevel scheme for partitioning irregular graphs. SIAM Journal on Scientific Computing, 20(1):359-392, 1998.
-
(1998)
SIAM Journal on Scientific Computing
, vol.20
, Issue.1
, pp. 359-392
-
-
Karypis, G.1
Kumar, V.2
-
15
-
-
4243148480
-
Authoritative sources in a hyperlinked environment
-
J. M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of ACM, 46(5):604-632, 1999.
-
(1999)
Journal of ACM
, vol.46
, Issue.5
, pp. 604-632
-
-
Kleinberg, J.M.1
-
16
-
-
0034133513
-
Distance-based outliers: Algorithms and applications
-
E. M. Knorr, R. T. Ng, and V. Tucakov. Distance-based outliers: algorithms and applications. The VLDB Journal, 8(3-4):237-253, 2000.
-
(2000)
The VLDB Journal
, vol.8
, Issue.3-4
, pp. 237-253
-
-
Knorr, E.M.1
Ng, R.T.2
Tucakov, V.3
-
17
-
-
70349260835
-
Scalable community discovery on textual data with relations
-
H. Li, Z. Nie, W.-C. Lee, L. Giles, and J.-R. Wen. Scalable community discovery on textual data with relations. In Proc. of CIKM'08, pages 1203-1212, 2008.
-
(2008)
Proc. of CIKM'08
, pp. 1203-1212
-
-
Li, H.1
Nie, Z.2
Lee, W.-C.3
Giles, L.4
Wen, J.-R.5
-
19
-
-
36849020504
-
A probabilistic framework for relational clustering
-
B. Long, Z. M. Zhang, and P. S. Yu. A probabilistic framework for relational clustering. In Proc. of KDD'07, pages 470-479, 2007.
-
(2007)
Proc. of KDD'07
, pp. 470-479
-
-
Long, B.1
Zhang, Z.M.2
Yu, P.S.3
-
20
-
-
34548583274
-
A tutorial on spectral clustering
-
U. Luxburg. A tutorial on spectral clustering. Statistics and Computing, 17(4):395-416, 2007.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
Luxburg, U.1
-
21
-
-
0142063407
-
Novelty detection: A review - Part 1: Statistical approaches
-
M. Markou and S. Singh. Novelty detection: a review-part 1: statistical approaches. Signal Processing, 83(12):2481-2497, 2003.
-
(2003)
Signal Processing
, vol.83
, Issue.12
, pp. 2481-2497
-
-
Markou, M.1
Singh, S.2
-
22
-
-
12244268431
-
Graph-based anomaly detection
-
C. C. Noble and D. J. Cook. Graph-based anomaly detection. In Proc. of KDD'03, pages 631-636, 2003.
-
(2003)
Proc. of KDD'03
, pp. 631-636
-
-
Noble, C.C.1
Cook, D.J.2
-
23
-
-
0035788943
-
Detecting graph-based spatial outliers: Algorithms and applications (a summary of results)
-
S. Shekhar, C.-T. Lu, and P. Zhang. Detecting graph-based spatial outliers: algorithms and applications (a summary of results). In Proc. of KDD'01, pages 371-376, 2001.
-
(2001)
Proc. of KDD'01
, pp. 371-376
-
-
Shekhar, S.1
Lu, C.-T.2
Zhang, P.3
-
25
-
-
33947697162
-
Conditional anomaly detection
-
X. Song, M. Wu, C. Jermaine, and S. Ranka. Conditional anomaly detection. IEEE Transactions on Knowledge and Data Engineering, 19(5):631-645, 2007.
-
(2007)
IEEE Transactions on Knowledge and Data Engineering
, vol.19
, Issue.5
, pp. 631-645
-
-
Song, X.1
Wu, M.2
Jermaine, C.3
Ranka, S.4
-
26
-
-
34548580783
-
Neighborhood formation and anomaly detection in bipartite graphs
-
J. Sun, H. Qu, D. Chakrabarti, and C. Faloutsos. Neighborhood formation and anomaly detection in bipartite graphs. In Prof. of ICDM'05, pages 418-425, 2005.
-
(2005)
Prof. of ICDM'05
, pp. 418-425
-
-
Sun, J.1
Qu, H.2
Chakrabarti, D.3
Faloutsos, C.4
-
27
-
-
19544393356
-
On local spatial outliers
-
P. Sun and S. Chawla. On local spatial outliers. In Proc. of ICDM'04, pages 209-216, 2004.
-
(2004)
Proc. of ICDM'04
, pp. 209-216
-
-
Sun, P.1
Chawla, S.2
-
29
-
-
77951154412
-
Discovering contexts and contextual outliers using random walks in graphs
-
X. Wang and I. Davidson. Discovering contexts and contextual outliers using random walks in graphs. In Proc. of ICDM'09, pages 1034-1039, 2009.
-
(2009)
Proc. of ICDM'09
, pp. 1034-1039
-
-
Wang, X.1
Davidson, I.2
-
30
-
-
36849017658
-
Group and topic discovery from relations and their attributes
-
X. Wang, N. Mohanty, and A. McCallum. Group and topic discovery from relations and their attributes. In Proc. of NIPS'06, pages 1449-1456, 2006.
-
(2006)
Proc. of NIPS'06
, pp. 1449-1456
-
-
Wang, X.1
Mohanty, N.2
McCallum, A.3
-
31
-
-
36949010345
-
Scan: A structural clustering algorithm for networks
-
X. Xu, N. Yuruk, Z. Feng, and T. A. J. Schweiger. Scan: a structural clustering algorithm for networks. In Proc. of KDD'07, pages 824-833, 2007.
-
(2007)
Proc. of KDD'07
, pp. 824-833
-
-
Xu, X.1
Yuruk, N.2
Feng, Z.3
Schweiger, T.A.J.4
-
32
-
-
70350679112
-
Combining link and content for community detection: A discriminative approach
-
T. Yang, R. Jin, Y. Chi, and S. Zhu. Combining link and content for community detection: a discriminative approach. In Proc. of KDD'09, pages 927-936, 2009.
-
(2009)
Proc. of KDD'09
, pp. 927-936
-
-
Yang, T.1
Jin, R.2
Chi, Y.3
Zhu, S.4
-
33
-
-
33745127418
-
Semi-supervised adapted hmms for unusual event detection
-
D. Zhang, D. Gatica-Perez, S. Bengio, and I. McCowan. Semi-supervised adapted hmms for unusual event detection. In Proc. of CVPR'05, pages 611-618, 2005.
-
(2005)
Proc. of CVPR'05
, pp. 611-618
-
-
Zhang, D.1
Gatica-Perez, D.2
Bengio, S.3
McCowan, I.4
-
34
-
-
0034745001
-
Segmentation of brain mr images through a hidden Markov random field model and the expectation-maximization algorithm
-
Y. Zhang, M. Brady, and S. Smith. Segmentation of brain mr images through a hidden markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging, 20(1):45-57, 2001.
-
(2001)
IEEE Transactions on Medical Imaging
, vol.20
, Issue.1
, pp. 45-57
-
-
Zhang, Y.1
Brady, M.2
Smith, S.3
|