-
1
-
-
77956193730
-
Adaptive cluster ensemble selection
-
Javad Azimi and Xiaoli Fern. Adaptive cluster ensemble selection. In Proceedings of IJCAI, pages 992-997, 2009.
-
(2009)
Proceedings of IJCAI
, pp. 992-997
-
-
Azimi, J.1
Fern, X.2
-
3
-
-
85042972591
-
-
S. Basu, I. Davidson, and K. L. Wagstaff, editors CRC Press
-
S. Basu, I. Davidson, and K. L. Wagstaff, editors. Constrained Clustering: Advances in Algorithms, Theory, and Applications. CRC Press, 2008.
-
(2008)
Constrained Clustering: Advances in Algorithms, Theory, and Applications
-
-
-
4
-
-
85043201839
-
Scalable, behavior-based malware clustering
-
Ulrich Bayer, Paolo Milani Comparetti, Clemens Hlauschek, Christopher Kruegel, and Engin Kirda. Scalable, behavior-based malware clustering. NDSS'09 Security Symposium, 2009.
-
(2009)
NDSS'09 Security Symposium
-
-
Bayer, U.1
Comparetti, P.M.2
Hlauschek, C.3
Kruegel, C.4
Kirda, E.5
-
5
-
-
84947205653
-
When is nearest neighbor meaningful?
-
Springer
-
Kevin S. Beyer, Jonathan Goldstein, Raghu Ramakrishnan, and Uri Shaft. When is nearest neighbor meaningful? In Proceedings of 7th International Conference on Database Theory(ICDT'99), pages 217-235. Springer, 1999.
-
(1999)
Proceedings of 7th International Conference on Database Theory(ICDT'99)
, pp. 217-235
-
-
Beyer, K.S.1
Goldstein, J.2
Ramakrishnan, R.3
Shaft, U.4
-
6
-
-
34547965335
-
Adaptive dimension reduction using discriminant analysis and k-means clustering
-
Chris Ding and Tao Li. Adaptive dimension reduction using discriminant analysis and k-means clustering. In ICML, pages 521-528, 2007.
-
(2007)
ICML
, pp. 521-528
-
-
Ding, C.1
Li, T.2
-
7
-
-
38049018137
-
Solving cluster ensemble problems by bipartite graph partitioning
-
Xiaoli Zhang Fern and Carla E. Brodley. Solving cluster ensemble problems by bipartite graph partitioning. In ICML, page 36, 2004.
-
(2004)
ICML
, pp. 36
-
-
Fern, X.Z.1
Brodley, C.E.2
-
9
-
-
0001404416
-
A new method of choosing the number of clusters for the fuzzy c-means method
-
Y. Fukuyama and M. Sugeno. A new method of choosing the number of clusters for the fuzzy c-means method. Proc. 5th Fuzzy Syst. Sym, pages 247-250, 1989.
-
(1989)
Proc. 5th Fuzzy Syst. Sym
, pp. 247-250
-
-
Fukuyama, Y.1
Sugeno, M.2
-
11
-
-
28444438828
-
Clustering aggregation
-
Aristides Gionis, Heikki Mannila, and Panayiotis Tsaparas. Clustering aggregation. In ICDE, pages 341-352, 2005.
-
(2005)
ICDE
, pp. 341-352
-
-
Gionis, A.1
Mannila, H.2
Tsaparas, P.3
-
12
-
-
77956221471
-
Evaluation of malware clustering based on its dynamic behaviour
-
Ibai Gurrutxaga, Olatz Arbelaitz, Jesus Ma Perez, Javier Muguerza, Jose I. Martin, and Inigo Perona. Evaluation of malware clustering based on its dynamic behaviour. Seventh Australasian Data Mining Conference, 2008.
-
(2008)
Seventh Australasian Data Mining Conference
-
-
Gurrutxaga, I.1
Arbelaitz, O.2
Perez, J.M.3
Muguerza, J.4
Martin, J.I.5
Perona, I.6
-
13
-
-
34347228671
-
An entropy weighting k-means algorithm for subspace clustering of high-dimensional sparse data
-
Liping Jing, Michael K. Ng, and Joshua Zhexue Huang. An entropy weighting k-means algorithm for subspace clustering of high-dimensional sparse data. IEEE Trans. on Knowl. and Data Eng., 19(8):1026-1041, 2007.
-
(2007)
IEEE Trans. on Knowl. and Data Eng.
, vol.19
, Issue.8
, pp. 1026-1041
-
-
Jing, L.1
Ng, M.K.2
Huang, J.Z.3
-
15
-
-
38149001240
-
Behavioral classification
-
May
-
Tony Lee and Jigar J. Mody. Behavioral classification. EICAR 2006, May 2006.
-
(2006)
EICAR 2006
-
-
Lee, T.1
Mody, J.J.2
-
16
-
-
52649142093
-
Weighted consensus clustering
-
Tao Li and Chris Ding. Weighted Consensus Clustering. In SIAM Data Mining, 2008.
-
(2008)
SIAM Data Mining
-
-
Li, T.1
Ding, C.2
-
17
-
-
49749129595
-
Solving consensus and semi-supervised clustering problems usi ng nonnegative matrix factorization
-
Tao Li, Chris Ding, and Michael I. Jordan. Solving consensus and semi-supervised clustering problems using nonnegative matrix factorization. In ICDM, 2007.
-
(2007)
ICDM
-
-
Li, T.1
Ding, C.2
Jordan, M.I.3
-
18
-
-
38149089416
-
Automated classification and analysis of internet malware
-
M. Bailey, J. Oberheide, J. Andersen, Z. M. Mao, F. Jahanian, and J. Nazario. Automated classification and analysis of internet malware. RAID, 4637:178-197, 2007.
-
(2007)
RAID
, vol.4637
, pp. 178-197
-
-
Bailey, M.1
Oberheide, J.2
Andersen, J.3
Mao, Z.M.4
Jahanian, F.5
Nazario, J.6
-
19
-
-
0038724494
-
Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data
-
Stefano Monti, Pablo Tamayo, Jill Mesirov, and Todd Gloub. Consensus clustering: A resampling-based method for class discovery and visualization of gene expression microarray data. Machine Learning Journal, 52(1-2):91-118, 2003.
-
(2003)
Machine Learning Journal
, vol.52
, Issue.1-2
, pp. 91-118
-
-
Monti, S.1
Tamayo, P.2
Mesirov, J.3
Gloub, T.4
-
20
-
-
17044376078
-
Subspace clustering for high dimensional data: A review
-
L. Parsons, E. Haque, and H. Liu. Subspace clustering for high dimensional data: a review. SIGKDD Explorations, 6:90-105, 2004.
-
(2004)
SIGKDD Explorations
, vol.6
, pp. 90-105
-
-
Parsons, L.1
Haque, E.2
Liu, H.3
-
21
-
-
49949090311
-
Learning and classification of malware behavior
-
Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Dussel, and Pavel Laskov. Learning and classification of malware behavior. In Fifth Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA'08), pages 108-125, 2008.
-
(2008)
Fifth Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA'08)
, pp. 108-125
-
-
Rieck, K.1
Holz, T.2
Willems, C.3
Dussel, P.4
Laskov, P.5
-
23
-
-
0041965980
-
Cluster ensembles - A knowledge reuse framework for combining multiple partitions
-
March
-
Alexander Strehl and Joydeep Ghosh. Cluster ensembles - a knowledge reuse framework for combining multiple partitions. JMLR, 3:583-617, March 2003.
-
(2003)
JMLR
, vol.3
, pp. 583-617
-
-
Strehl, A.1
Ghosh, J.2
-
25
-
-
30144442247
-
Clustering ensembles: Models of consensus and weak partitions
-
Alexander P. Topchy, Anil K. Jain, and William F. Punch. Clustering ensembles: Models of consensus and weak partitions. IEEE Trans. Pattern Anal. Mach. Intell., 27(12):1866-1881, 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, Issue.12
, pp. 1866-1881
-
-
Topchy, A.P.1
Jain, A.K.2
Punch, W.F.3
-
26
-
-
77956201661
-
Generalized cluster aggregation
-
Fei Wang, Xin Wang, and Tao Li. Generalized cluster aggregation. In Proceedings of IJCAI, pages 1279-1284, 2009.
-
(2009)
Proceedings of IJCAI
, pp. 1279-1284
-
-
Wang, F.1
Wang, X.2
Li, T.3
-
28
-
-
36849096063
-
IMDS: Intelligent malware detection system
-
Yanfang Ye, Dingding Wang, Tao Li, and Dongyi Ye. IMDS: Intelligent malware detection system. In SIGKDD, 2007.
-
(2007)
SIGKDD
-
-
Ye, Y.1
Wang, D.2
Li, T.3
Ye, D.4
|