-
1
-
-
63449133366
-
A survey of uncertain data algorithms and applications
-
Aggarwal C, Yu P (2009) A survey of uncertain data algorithms and applications. IEEE Trans Knowl Data Eng 21(5): 609-623.
-
(2009)
IEEE Trans Knowl Data Eng
, vol.21
, Issue.5
, pp. 609-623
-
-
Aggarwal, C.1
Yu, P.2
-
2
-
-
36948999941
-
-
Irvine, CA: University of california. School of Information and Computer Science
-
Asuncion A, Newman D (2007) Uci machine learning repository [http://www. ics. uci. edu/~mlearn/mlrepository. html]. Irvine, CA: University of california. School of Information and Computer Science.
-
(2007)
Uci machine learning repository
-
-
Asuncion, A.1
Newman, D.2
-
3
-
-
70350697587
-
Probabilistic frequent itemset mining in uncertain databases
-
ACM, New York
-
Bernecker T, Kriegel H, Renz M, Verhein F, Zuefle A (2009) Probabilistic frequent itemset mining in uncertain databases. In: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, New York, pp. 119-128.
-
(2009)
In: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining
, pp. 119-128
-
-
Bernecker, T.1
Kriegel, H.2
Renz, M.3
Verhein, F.4
Zuefle, A.5
-
4
-
-
84863468033
-
Probabilistic frequent pattern growth for itemset mining in uncertain databases
-
Springer, Berlin
-
Bernecker T, Kriegel H, Renz M, Verhein F, Züfle A (2012) Probabilistic frequent pattern growth for itemset mining in uncertain databases. In: Scientific and Statistical Database Management. Springer, Berlin, pp. 38-55.
-
(2012)
In: Scientific and Statistical Database Management
, pp. 38-55
-
-
Bernecker, T.1
Kriegel, H.2
Renz, M.3
Verhein, F.4
Züfle, A.5
-
5
-
-
26944496310
-
Support vector classification with input data uncertainty
-
Bi J, Zhang T (2004) Support vector classification with input data uncertainty. Adv Neural Info Process Syst 17(5): 161-168.
-
(2004)
Adv Neural Info Process Syst
, vol.17
, Issue.5
, pp. 161-168
-
-
Bi, J.1
Zhang, T.2
-
7
-
-
77955146963
-
Guest editors' introduction: special section on mining large uncertain and probabilistic databases
-
Cheng R, Chau M, Garofalakis M, Yu J (2010) Guest editors' introduction: special section on mining large uncertain and probabilistic databases. IEEE Trans Knowl Data Eng 22(9): 1201-1202.
-
(2010)
IEEE Trans Knowl Data Eng
, vol.22
, Issue.9
, pp. 1201-1202
-
-
Cheng, R.1
Chau, M.2
Garofalakis, M.3
Yu, J.4
-
9
-
-
80052327357
-
Feature selection with mutual information for uncertain data
-
Doquire G, Verleysen M (2011) Feature selection with mutual information for uncertain data. Data Warehous Knowl Discov pp 330-341.
-
(2011)
Data Warehous Knowl Discov
, pp. 330-341
-
-
Doquire, G.1
Verleysen, M.2
-
10
-
-
70449505052
-
Necessary and sufficient conditions for sparsity pattern recovery
-
Fletcher A, Rangan S, Goyal V (2009) Necessary and sufficient conditions for sparsity pattern recovery. IEEE Trans Info Theory 55(12): 5758-5772.
-
(2009)
IEEE Trans Info Theory
, vol.55
, Issue.12
, pp. 5758-5772
-
-
Fletcher, A.1
Rangan, S.2
Goyal, V.3
-
12
-
-
33745561205
-
An introduction to variable and feature selection
-
Guyon I., Elisseeff A. (2003) An introduction to variable and feature selection. J Mach Learn Res 3: 1157-1182.
-
(2003)
J Mach Learn Res
, vol.3
, pp. 1157-1182
-
-
Guyon, I.1
Elisseeff, A.2
-
13
-
-
79952312047
-
An efficient gene selection technique for cancer recognition based on neighborhood mutual information
-
Hu Q, Pan W, An S, Ma P, Wei J (2010) An efficient gene selection technique for cancer recognition based on neighborhood mutual information. Int J Mach Learn Cybern 1(1): 63-74.
-
(2010)
Int J Mach Learn Cybern
, vol.1
, Issue.1
, pp. 63-74
-
-
Hu, Q.1
Pan, W.2
An, S.3
Ma, P.4
Wei, J.5
-
14
-
-
77955136689
-
The benefit of group sparsity
-
Huang J, Zhang T (2010) The benefit of group sparsity. Ann Stat 38(4): 1978-2004.
-
(2010)
Ann Stat
, vol.38
, Issue.4
, pp. 1978-2004
-
-
Huang, J.1
Zhang, T.2
-
18
-
-
84896369346
-
Probabilistic top-k dominating queries in uncertain databases
-
Lian X, Chen L (2012) Probabilistic top-k dominating queries in uncertain databases. Inf Sci.
-
(2012)
Inf Sci
-
-
Lian, X.1
Chen, L.2
-
21
-
-
85161968806
-
Moreau-yosida regularization for grouped tree structure learning
-
Liu J, Ye J (2010) Moreau-yosida regularization for grouped tree structure learning. Adv Neural Info Process Syst 23: 1459-1467.
-
(2010)
Adv Neural Info Process Syst
, vol.23
, pp. 1459-1467
-
-
Liu, J.1
Ye, J.2
-
24
-
-
84870267097
-
Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer
-
Peng J, Zhu J, Bergamaschi A, Han W, Noh D, Pollack J, Wang P (2010) Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Ann Appl Stat 4(1): 53-77.
-
(2010)
Ann Appl Stat
, vol.4
, Issue.1
, pp. 53-77
-
-
Peng, J.1
Zhu, J.2
Bergamaschi, A.3
Han, W.4
Noh, D.5
Pollack, J.6
Wang, P.7
-
26
-
-
77951200347
-
Naive bayes classification of uncertain data
-
Washington
-
Ren J, Lee S, Chen X, Kao B, Cheng R, Cheung D (2009) Naive bayes classification of uncertain data. In: Ninth IEEE international conference on data mining. IEEE Computer Society, Washington, pp. 944-949.
-
(2009)
In: Ninth IEEE international conference on data mining. IEEE Computer Society
, pp. 944-949
-
-
Ren, J.1
Lee, S.2
Chen, X.3
Kao, B.4
Cheng, R.5
Cheung, D.6
-
29
-
-
33745800909
-
Second order cone programming approaches for handling missing and uncertain data
-
Shivaswamy P, Bhattacharyya C, Smola A (2006) Second order cone programming approaches for handling missing and uncertain data. J Mach Learn Res 7: 1283-1314.
-
(2006)
J Mach Learn Res
, vol.7
, pp. 1283-1314
-
-
Shivaswamy, P.1
Bhattacharyya, C.2
Smola, A.3
-
30
-
-
84891743866
-
A variational bayesian framework for group feature selection
-
Subrahmanya N, Shin Y (2012) A variational bayesian framework for group feature selection. Int J Mach Learn Cybern pp 1-11.
-
(2012)
Int J Mach Learn Cybern
, pp. 1-11
-
-
Subrahmanya, N.1
Shin, Y.2
-
31
-
-
84857579406
-
Noise reduction in microarray gene expression data based on spectral analysis
-
Tang V., Yan H. (2012) Noise reduction in microarray gene expression data based on spectral analysis. Int J Mach Learn Cybern 3(1): 51-57.
-
(2012)
Int J Mach Learn Cybern
, vol.3
, Issue.1
, pp. 51-57
-
-
Tang, V.1
Yan, H.2
-
32
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani R (1996) Regression shrinkage and selection via the lasso. J R Stat Soc Ser B (Methodological), pp 267-288.
-
(1996)
J R Stat Soc Ser B (Methodological)
, pp. 267-288
-
-
Tibshirani, R.1
-
33
-
-
84873197622
-
Mining frequent itemsets over uncertain databases
-
Tong Y, Chen L, Cheng Y, Yu P (2012) Mining frequent itemsets over uncertain databases. Proc VLDB Endow 5(11): 1650-1661.
-
(2012)
Proc VLDB Endow
, vol.5
, Issue.11
, pp. 1650-1661
-
-
Tong, Y.1
Chen, L.2
Cheng, Y.3
Yu, P.4
-
34
-
-
78649401025
-
Decision trees for uncertain data
-
Tsang S, Kao B, Yip K, Ho W, Lee S (2011) Decision trees for uncertain data. IEEE Trans Knowl Data Eng 23(1): 64-78.
-
(2011)
IEEE Trans Knowl Data Eng
, vol.23
, Issue.1
, pp. 64-78
-
-
Tsang, S.1
Kao, B.2
Yip, K.3
Ho, W.4
Lee, S.5
-
35
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
Yuan M, Lin Y (2005) Model selection and estimation in regression with grouped variables. J R Stat Soc Ser B (Statistical Methodology) 68(1): 49-67.
-
(2005)
J R Stat Soc Ser B (Statistical Methodology)
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
36
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou H., Hastie T. (2005) Regularization and variable selection via the elastic net. J R Stat Soc Ser B (Statistical Methodology) 67(2): 301-320.
-
(2005)
J R Stat Soc Ser B (Statistical Methodology)
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
|