메뉴 건너뛰기




Volumn , Issue , 2009, Pages 2979-2983

Feature selection and granular SVM classification for protein arginine methylation identification

Author keywords

Feature selction; Granular support vector machines (GSVM); Imbalanced data mining; Methylation prediction; Protein methylation

Indexed keywords

FEATURE SELCTION; GRANULAR SUPPORT VECTOR MACHINES; GRANULAR SUPPORT VECTOR MACHINES (GSVM); IMBALANCED DATA; IMBALANCED DATA MINING;

EID: 74849134997     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2009.5345973     Document Type: Conference Paper
Times cited : (3)

References (13)
  • 2
    • 19544394729 scopus 로고    scopus 로고
    • AutoMotif server: Prediction of single residue post-translational modifications in proteins
    • D. Plewczynski, A. Tkacz, L. Wyrwicz, and L. Rychlewski, "AutoMotif server: prediction of single residue post-translational modifications in proteins," Bioinfo., vol. 21(10), pp. 2525-2527, 2005.
    • (2005) Bioinfo , vol.21 , Issue.10 , pp. 2525-2527
    • Plewczynski, D.1    Tkacz, A.2    Wyrwicz, L.3    Rychlewski, L.4
  • 4
    • 33747853261 scopus 로고    scopus 로고
    • MeMo: A web tool for prediction of protein methylation modifications
    • H. Chen, Y. Xue, N. Huang, X. Yao, and Z. Sun, "MeMo: a web tool for prediction of protein methylation modifications," Nucleic Acids Res., vol. 34, pp. 249-253, 2006.
    • (2006) Nucleic Acids Res , vol.34 , pp. 249-253
    • Chen, H.1    Xue, Y.2    Huang, N.3    Yao, X.4    Sun, Z.5
  • 5
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and minredundancy
    • H. Peng, F. Long, and C. Ding, "Feature selection based on mutual information: criteria of max-dependency, max-relevance, and minredundancy," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27(8), pp. 1226-1238, 2005.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 6
    • 61549114384 scopus 로고    scopus 로고
    • Y. Tang, Y.-Q. Zhang, N. V. Chawla, and S. Krasser, SVMs Modeling for Highly Imbalanced Classification, IEEE Tran. on Sys., Man, and Cyber. (Part B), 39(1), pp. 281-288, 2009.
    • Y. Tang, Y.-Q. Zhang, N. V. Chawla, and S. Krasser, "SVMs Modeling for Highly Imbalanced Classification," IEEE Tran. on Sys., Man, and Cyber. (Part B), vol. 39(1), pp. 281-288, 2009.
  • 7
    • 0030801002 scopus 로고    scopus 로고
    • Gapped BLAST and PSI-BLAST: A new generation of protein database search programs
    • S. Altschul, T. Madden, A. Schaffer, Z. Zhang, W. Miller, and D. Lipman, "Gapped BLAST and PSI-BLAST: a new generation of protein database search programs," Nucleic Acid Res., vol. 25, pp. 3389-3402, 1997.
    • (1997) Nucleic Acid Res , vol.25 , pp. 3389-3402
    • Altschul, S.1    Madden, T.2    Schaffer, A.3    Zhang, Z.4    Miller, W.5    Lipman, D.6
  • 8
    • 0033578684 scopus 로고    scopus 로고
    • D. Jones, Protein secondary structure prediction based on positionspecific scoring matrices, J. Mol. Biol., 292, pp. 195-202, 1999. [9] S. Ahmad, M. Gromiha, and A. Sarai, RVP-net: online prediction of real valued accessible surface area of proteins from single sequences, Bioinfo., 19, pp. 1849-1851, 2003.
    • D. Jones, "Protein secondary structure prediction based on positionspecific scoring matrices," J. Mol. Biol., vol. 292, pp. 195-202, 1999. [9] S. Ahmad, M. Gromiha, and A. Sarai, "RVP-net: online prediction of real valued accessible surface area of proteins from single sequences," Bioinfo., vol. 19, pp. 1849-1851, 2003.
  • 9
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of imbalanced training sets: One sided selection
    • Nashville, TN, pp
    • M. Kubat and S. Matwin, "Addressing the curse of imbalanced training sets: One sided selection," In: 14th Int'l Conf. on Machine Learning, Nashville, TN, pp. 179-186, 1997.
    • (1997) 14th Int'l Conf. on Machine Learning , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 12
    • 34848885467 scopus 로고    scopus 로고
    • Interplay between chromatin remodelers and protein arginine methyltransferases
    • Nov
    • S. Pal and S. Sif, "Interplay between chromatin remodelers and protein arginine methyltransferases," J. Cell Physiol., vol. 213(2), pp. 306-315, Nov. 2007.
    • (2007) J. Cell Physiol , vol.213 , Issue.2 , pp. 306-315
    • Pal, S.1    Sif, S.2
  • 13
    • 85138843426 scopus 로고    scopus 로고
    • J. Be??towski and A. Kedra, Asymmetric dimethylarginine (ADMA) as a target for pharmacotherapy, Pharmacol. Rep., 58(2), pp. 159-178, Mar. 2006.
    • J. Be??towski and A. Kedra, "Asymmetric dimethylarginine (ADMA) as a target for pharmacotherapy," Pharmacol. Rep., vol. 58(2), pp. 159-178, Mar. 2006.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.