-
1
-
-
52649163923
-
Dynamic non-parametric mixture models and the recurrent chinese restaurant process: With applications to evolutionary clustering
-
Atlanta
-
Ahmed A, Xing EP (2008) Dynamic non-parametric mixture models and the recurrent chinese restaurant process: with applications to evolutionary clustering. Proceedings of the SIAM international conference on data mining, Atlanta
-
(2008)
Proceedings of the SIAM International Conference on Data Mining
-
-
Ahmed, A.1
Xing, E.P.2
-
3
-
-
84936994525
-
GED: The method for group evolution discovery in social networks
-
doi: 10.1007/s13278-012-0058-8
-
Bródka P, Saganowski S, Kazienko P (2012) GED: the method for group evolution discovery in social networks. Soc Netw Anal Min. doi: 10.1007/s13278-012-0058-8
-
(2012)
Soc Netw Anal Min.
-
-
Bródka P, S.1
-
6
-
-
11144328291
-
Incremental clustering and dynamic information retrieval
-
10.1137/S0097539702418498 1101.68605 2112724
-
Charikar M, Chekuri C, Feder T, Motwani R (2004) Incremental clustering and dynamic information retrieval. SIAM J Comput 33(6):1417-1440
-
(2004)
SIAM J Comput
, vol.33
, Issue.6
, pp. 1417-1440
-
-
Charikar, M.1
Chekuri, C.2
Feder, T.3
Motwani, R.4
-
7
-
-
77956726241
-
Shrinkage algorithms for MMSE covariance estimation
-
10.1109/TSP.2010.2053029 2722661
-
Chen Y, Wiesel A, Eldar YC (2010) Shrinkage algorithms for MMSE covariance estimation. IEEE Trans Signal Process 58(10):5016-5029
-
(2010)
IEEE Trans Signal Process
, vol.58
, Issue.10
, pp. 5016-5029
-
-
Chen, Y.1
Wiesel, A.2
Eldar, Y.C.3
-
8
-
-
72449164947
-
On evolutionary spectral clustering
-
10.1145/1631162.1631165
-
Chi Y, Song X, Zhou D, Hino K, Tseng BL (2009) On evolutionary spectral clustering. ACM Trans Knowl Discov Data 3(4):17
-
(2009)
ACM Trans Knowl Discov Data
, vol.3
, Issue.4
, pp. 17
-
-
Chi, Y.1
Song, X.2
Zhou, D.3
Hino, K.4
Tseng, B.L.5
-
9
-
-
0003882879
-
-
American Mathematical Society, Providence
-
Chung FRK (1997) Spectral graph theory. American Mathematical Society, Providence
-
(1997)
Spectral Graph Theory
-
-
Chung, F.R.K.1
-
10
-
-
70349313631
-
Inferring friendship network structure by using mobile phone data
-
10.1073/pnas.0900282106
-
Eagle N, Pentland A, Lazer D (2009) Inferring friendship network structure by using mobile phone data. Proc Nat Acad Sci 106(36):15274-15278
-
(2009)
Proc Nat Acad Sci
, vol.106
, Issue.36
, pp. 15274-15278
-
-
Eagle, N.1
Pentland, A.2
Lazer, D.3
-
12
-
-
70349599214
-
Dynamic communities in multichannel data: An application to the foreign exchange market during the 2007-2008 credit crisis
-
Fenn DJ, Porter MA, McDonald M, Williams S, Johnson NF, Jones NS (2009) Dynamic communities in multichannel data: an application to the foreign exchange market during the 2007-2008 credit crisis. Chaos 19(033):119
-
(2009)
Chaos
, vol.19
, Issue.33
, pp. 119
-
-
Fenn, D.J.1
Porter, M.A.2
McDonald, M.3
Williams, S.4
Johnson, N.F.5
Jones, N.S.6
-
13
-
-
0034593048
-
Mining the stock market: Which measure is best?
-
ACM Press, New York
-
Gavrilov M, Anguelov D, Indyk P, Motwani R (2000) Mining the stock market: Which measure is best? Proceedings of 6th ACM SIGKDD international conference on knowledge discovery and data mining. ACM Press, New York, pp 487-496
-
(2000)
Proceedings of 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 487-496
-
-
Gavrilov, M.1
Anguelov, D.2
Indyk, P.3
Motwani, R.4
-
18
-
-
0003684449
-
-
Springer New York 10.1007/978-0-387-21606-5
-
Hastie T, Tibshirani R, Friedman J (2001) The elements of statistical learning: data mining, inference, and prediction. Springer, New York
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
20
-
-
77956222416
-
Unifying dependent clustering and disparate clustering for non-homogeneous data
-
Hossain MS, Tadepalli S, Watson LT, Davidson I, Helm RF, Ramakrishnan N (2010) Unifying dependent clustering and disparate clustering for non-homogeneous data. Proceedings of the 16th ACM SIGKDD international conference on knowledge discovery and data mining, pp 593-602
-
(2010)
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 593-602
-
-
Hossain, M.S.1
Tadepalli, S.2
Watson, L.T.3
Davidson, I.4
Helm, R.F.5
Ramakrishnan, N.6
-
23
-
-
0002719797
-
The Hungarian method for the assignment problem
-
10.1002/nav.3800020109
-
Kuhn HW (1955) The Hungarian method for the assignment problem. Nav Res Logist Quart 2(1-2):83-97
-
(1955)
Nav Res Logist Quart
, vol.2
, Issue.1-2
, pp. 83-97
-
-
Kuhn, H.W.1
-
24
-
-
0041841552
-
Improved estimation of the covariance matrix of stock returns with an application to portfolio selection
-
10.1016/S0927-5398(03)00007-0
-
Ledoit O, Wolf M (2003) Improved estimation of the covariance matrix of stock returns with an application to portfolio selection. J Empir Financ 10(5):603-621
-
(2003)
J Empir Financ
, vol.10
, Issue.5
, pp. 603-621
-
-
Ledoit, O.1
Wolf, M.2
-
26
-
-
73349107745
-
Analyzing communities and their evolutions in dynamic social networks
-
10.1145/1514888.1514891
-
Lin YR, Chi Y, Zhu S, Sundaram H, Tseng BL (2009) Analyzing communities and their evolutions in dynamic social networks. ACM Trans Knowl Discov Data 3(2):8
-
(2009)
ACM Trans Knowl Discov Data
, vol.3
, Issue.2
, pp. 8
-
-
Lin, Y.R.1
Chi, Y.2
Zhu, S.3
Sundaram, H.4
Tseng, B.L.5
-
29
-
-
84893650589
-
Smooth plaid models: A dynamic clustering algorithm with application to electronic financial markets
-
Mankad S, Michailidis G, Kirilenko A (2011) Smooth plaid models: a dynamic clustering algorithm with application to electronic financial markets. Tech Rep. http://ssrn.com/abstract=1787577
-
(2011)
Tech Rep.
-
-
Mankad, S.1
Michailidis, G.2
Kirilenko, A.3
-
30
-
-
34250115918
-
An examination of procedures for determining the number of clusters in a data set
-
10.1007/BF02294245
-
Milligan GW, Cooper MC (1985) An examination of procedures for determining the number of clusters in a data set. Psychometrika 50(2):159-179
-
(1985)
Psychometrika
, vol.50
, Issue.2
, pp. 159-179
-
-
Milligan, G.W.1
Cooper, M.C.2
-
31
-
-
84876671993
-
-
MIT-WWW
-
MIT-WWW (2005) MIT academic calendar 2004-2005. http://web.mit.edu/ registrar/www/calendar0405.html
-
(2005)
MIT Academic Calendar 2004-2005
-
-
-
32
-
-
77952328459
-
Community structure in time-dependent, multiscale, and multiplex networks
-
10.1126/science.1184819 1226.91056 2662590
-
Mucha PJ, Richardson T, Macon K, Porter MA, Onnela JP (2010) Community structure in time-dependent, multiscale, and multiplex networks. Science 328(5980):876-878
-
(2010)
Science
, vol.328
, Issue.5980
, pp. 876-878
-
-
Mucha, P.J.1
Richardson, T.2
MacOn, K.3
Porter, M.A.4
Onnela, J.P.5
-
33
-
-
84893653818
-
-
NASDAQ-WWW
-
NASDAQ-WWW (2012) NASDAQ Companies. http://www.nasdaq.com/screening/ companies-by-industry.aspx?exchange=NASDAQ
-
(2012)
NASDAQ Companies
-
-
-
34
-
-
33745012299
-
Modularity and community structure in networks
-
Newman MEJ (2006) Modularity and community structure in networks. Proc Nat Acad Sci 103(23): 8577-8582
-
(2006)
Proc Nat Acad Sci
, vol.103
, Issue.23
, pp. 8577-8582
-
-
Newman, M.E.J.1
-
36
-
-
68949146876
-
Incremental spectral clustering by efficiently updating the eigen-system
-
10.1016/j.patcog.2009.06.001 1176.68186
-
Ning H, Xu W, Chi Y, Gong Y, Huang TS (2010) Incremental spectral clustering by efficiently updating the eigen-system. Pattern Recog 43(1):113-127
-
(2010)
Pattern Recog
, vol.43
, Issue.1
, pp. 113-127
-
-
Ning, H.1
Xu, W.2
Chi, Y.3
Gong, Y.4
Huang, T.S.5
-
37
-
-
79951636849
-
-
Parker C (2007) Boids pseudocode. http://www.vergenet.net/conrad/boids/ pseudocode.html
-
(2007)
Boids Pseudocode
-
-
Parker, C.1
-
38
-
-
84950632109
-
Objective criteria for the evaluation of clustering methods
-
Rand WM (1971) Objective criteria for the evaluation of clustering methods. J Am Stat Assoc 66(336): 846-850
-
(1971)
J Am Stat Assoc
, vol.66
, Issue.336
, pp. 846-850
-
-
Rand, W.M.1
-
41
-
-
0023453329
-
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis
-
Rousseeuw PJ (1987) Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J Computat Appl Math 20:53-65
-
(1987)
J Computat Appl Math
, vol.20
, pp. 53-65
-
-
Rousseeuw, P.J.1
-
42
-
-
27844521293
-
A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics
-
2183942
-
Schäfer J, Strimmer K (2005) A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics. Stat Appl Genet Mol Biol 4(1):32
-
(2005)
Stat Appl Genet Mol Biol
, vol.4
, Issue.1
, pp. 32
-
-
Schäfer, J.1
Strimmer, K.2
-
43
-
-
0034244751
-
Normalized cuts and image segmentation
-
10.1109/34.868688
-
Shi J, Malik J (2000) Normalized cuts and image segmentation. IEEE Trans Pattern Anal Mach Intell 22(8):888-905
-
(2000)
IEEE Trans Pattern Anal Mach Intell
, vol.22
, Issue.8
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
45
-
-
65449189550
-
Gene expression time courses by analyzing cluster dynamics
-
10.1142/S0219720009004114
-
Tadepalli S, Ramakrishnan N, Watson LT, Mishra B, Helm RF (2009) Gene expression time courses by analyzing cluster dynamics. J Bioinforma Comput Biol 7(2):339-356
-
(2009)
J Bioinforma Comput Biol
, vol.7
, Issue.2
, pp. 339-356
-
-
Tadepalli, S.1
Ramakrishnan, N.2
Watson, L.T.3
Mishra, B.4
Helm, R.F.5
-
48
-
-
34548583274
-
A tutorial on spectral clustering
-
10.1007/s11222-007-9033-z 2409803
-
von Luxburg U (2007) A tutorial on spectral clustering. Stat Comput 17(4):395-416
-
(2007)
Stat Comput
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
56
-
-
79851513504
-
Detecting communities and their evolutions in dynamic social networks - A Bayesian approach
-
10.1007/s10994-010-5214-7 1237.91189 3108191
-
Yang T, Chi Y, Zhu S, Gong Y, Jin R (2011) Detecting communities and their evolutions in dynamic social networks - a Bayesian approach. Mach Learn 82(2):157-189
-
(2011)
Mach Learn
, vol.82
, Issue.2
, pp. 157-189
-
-
Yang, T.1
Chi, Y.2
Zhu, S.3
Gong, Y.4
Jin, R.5
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