메뉴 건너뛰기




Volumn 5, Issue 2, 2014, Pages 201-210

Sparse group LASSO based uncertain feature selection

Author keywords

Feature selection; Sparse group LASSO; Uncertain data

Indexed keywords

INFORMATION MANAGEMENT; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS;

EID: 84896383354     PISSN: 18688071     EISSN: 1868808X     Source Type: Journal    
DOI: 10.1007/s13042-013-0156-6     Document Type: Article
Times cited : (26)

References (36)
  • 1
    • 63449133366 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 5
    • 26944496310 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 28
  • 29
    • 33745800909 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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
  • 33
    • 84873197622 scopus 로고    scopus 로고
    • 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
  • 35
    • 33645035051 scopus 로고    scopus 로고
    • 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 scopus 로고    scopus 로고
    • 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.