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Building multiclass classifiers for remote homology detection and fold recognition.
Rangwala H, Karypis G.
BMC Bioinformatics. 2006 Oct 16;7:455.PMID: 17042943 [PubMed - indexed for MEDLINE]Related articlesFree article
SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition.
Melvin I, Ie E, Kuang R, Weston J, Stafford WN, Leslie C.
BMC Bioinformatics. 2007 May 22;8 Suppl 4:S2.PMID: 17570145 [PubMed - indexed for MEDLINE]Related articlesFree article
Profile-based string kernels for remote homology detection and motif extraction.
Kuang R, Ie E, Wang K, Wang K, Siddiqi M, Freund Y, Leslie C.
J Bioinform Comput Biol. 2005 Jun;3(3):527-50.PMID: 16108083 [PubMed - indexed for MEDLINE]Related articles
Profile-based direct kernels for remote homology detection and fold recognition.
Bioinformatics. 2005 Dec 1;21(23):4239-47. Epub 2005 Sep 27.PMID: 16188929 [PubMed - indexed for MEDLINE]Related articlesFree article
Application of nonnegative matrix factorization to improve profile-profile alignment features for fold recognition and remote homolog detection.
Jung I, Lee J, Lee SY, Kim D.
BMC Bioinformatics. 2008 Jul 1;9:298.PMID: 18590572 [PubMed - indexed for MEDLINE]Related articlesFree article
A discriminative method for protein remote homology detection and fold recognition combining Top-n-grams and latent semantic analysis.
Liu B, Wang X, Lin L, Dong Q, Wang X.
BMC Bioinformatics. 2008 Dec 1;9:510.PMID: 19046430 [PubMed - indexed for MEDLINE]Related articlesFree article
Hierarchical learning architecture with automatic feature selection for multiclass protein fold classification.
Huang CD, Lin CT, Pal NR.
IEEE Trans Nanobioscience. 2003 Dec;2(4):221-32.PMID: 15376912 [PubMed - indexed for MEDLINE]Related articles
Application of latent semantic analysis to protein remote homology detection.
Dong QW, Wang XL, Lin L.
Bioinformatics. 2006 Feb 1;22(3):285-90. Epub 2005 Nov 29.PMID: 16317074 [PubMed - indexed for MEDLINE]Related articlesFree article
Proc IEEE Comput Syst Bioinform Conf. 2004:152-60.PMID: 16448009 [PubMed - indexed for MEDLINE]Related articles
Improved protein secondary structure prediction using support vector machine with a new encoding scheme and an advanced tertiary classifier.
Hu HJ, Pan Y, Harrison R, Tai PC.
IEEE Trans Nanobioscience. 2004 Dec;3(4):265-71.PMID: 15631138 [PubMed - indexed for MEDLINE]Related articles
Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection.
Damoulas T, Girolami MA.
Bioinformatics. 2008 May 15;24(10):1264-70. Epub 2008 Mar 31.PMID: 18378524 [PubMed - indexed for MEDLINE]Related articlesFree article
Mismatch string kernels for discriminative protein classification.
Leslie CS, Eskin E, Cohen A, Weston J, Noble WS.
Bioinformatics. 2004 Mar 1;20(4):467-76. Epub 2004 Jan 22.PMID: 14990442 [PubMed - indexed for MEDLINE]Related articlesFree article
Fast model-based protein homology detection without alignment.
Hochreiter S, Heusel M, Obermayer K.
Bioinformatics. 2007 Jul 15;23(14):1728-36. Epub 2007 May 8.PMID: 17488755 [PubMed - indexed for MEDLINE]Related articlesFree article
Combining classifiers for improved classification of proteins from sequence or structure.
Melvin I, Weston J, Leslie CS, Noble WS.
BMC Bioinformatics. 2008 Sep 22;9:389.PMID: 18808707 [PubMed - indexed for MEDLINE]Related articlesFree article
Motif kernel generated by genetic programming improves remote homology and fold detection.
Håndstad T, Hestnes AJ, Saetrom P.
BMC Bioinformatics. 2007 Jan 25;8:23.PMID: 17254344 [PubMed - indexed for MEDLINE]Related articlesFree article
Protein homology detection using string alignment kernels.
Saigo H, Vert JP, Ueda N, Akutsu T.
Bioinformatics. 2004 Jul 22;20(11):1682-9. Epub 2004 Feb 26.PMID: 14988126 [PubMed - indexed for MEDLINE]Related articlesFree article
SVM-HUSTLE--an iterative semi-supervised machine learning approach for pairwise protein remote homology detection.
Shah AR, Oehmen CS, Webb-Robertson BJ.
Bioinformatics. 2008 Mar 15;24(6):783-90. Epub 2008 Feb 1.PMID: 18245127 [PubMed - indexed for MEDLINE]Related articlesFree article
Recognition of analogous and homologous protein folds: analysis of sequence and structure conservation.
Russell RB, Saqi MA, Sayle RA, Bates PA, Sternberg MJ.
J Mol Biol. 1997 Jun 13;269(3):423-39.PMID: 9199410 [PubMed - indexed for MEDLINE]Related articles
Benchmarking protein classification algorithms via supervised cross-validation.
Kertész-Farkas A, Dhir S, Sonego P, Pacurar M, Netoteia S, Nijveen H, Kuzniar A, Leunissen JA, Kocsor A, Pongor S.
J Biochem Biophys Methods. 2008 Apr 24;70(6):1215-23. Epub 2007 May 31.PMID: 17604112 [PubMed - indexed for MEDLINE]Related articles
A novel method of protein secondary structure prediction with high segment overlap measure: support vector machine approach.
Hua S, Sun Z.
J Mol Biol. 2001 Apr 27;308(2):397-407.PMID: 11327775 [PubMed - indexed for MEDLINE]Related articles
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