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Volumn 2013, Issue , 2013, Pages

Naïve bayes classifier with feature selection to identify phage virion proteins

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; PROTEOMICS;

EID: 84878657414     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2013/530696     Document Type: Article
Times cited : (163)

References (58)
  • 1
    • 62449279140 scopus 로고    scopus 로고
    • Phage proteomics: Applications of mass spectrometry
    • 2-s2.0-62449279140
    • Lavigne R., Ceyssens P. J., Robben J., Phage proteomics: applications of mass spectrometry. Methods in Molecular Biology 2009 502 239 251 2-s2.0-62449279140
    • (2009) Methods in Molecular Biology , vol.502 , pp. 239-251
    • Lavigne, R.1    Ceyssens, P.J.2    Robben, J.3
  • 3
    • 79951518208 scopus 로고    scopus 로고
    • Some remarks on protein attribute prediction and pseudo amino acid composition
    • 2-s2.0-79951518208 10.1016/j.jtbi.2010.12.024
    • Chou K. C., Some remarks on protein attribute prediction and pseudo amino acid composition. Journal of Theoretical Biology 2011 273 1 236 247 2-s2.0-79951518208 10.1016/j.jtbi.2010.12.024
    • (2011) Journal of Theoretical Biology , vol.273 , Issue.1 , pp. 236-247
    • Chou, K.C.1
  • 4
    • 84877758233 scopus 로고    scopus 로고
    • Some remarks on predicting multi-label attributes in molecular biosystems
    • 10.1039/C1033MB25555G
    • Chou K. C., Some remarks on predicting multi-label attributes in molecular biosystems. Molecular Biosystems 2013 10.1039/C1033MB25555G
    • (2013) Molecular Biosystems
    • Chou, K.C.1
  • 5
    • 84874928986 scopus 로고    scopus 로고
    • ILoc-Animal: A multi-label learning classifier for predicting subcellular localization of animal proteins
    • 10.1039/c3mb25466f
    • Lin W. Z., Fang J. A., Xiao X., Chou K. C., iLoc-Animal: a multi-label learning classifier for predicting subcellular localization of animal proteins. Molecular BioSystems 2013 9 9 634 644 10.1039/c3mb25466f
    • (2013) Molecular BioSystems , vol.9 , Issue.9 , pp. 634-644
    • Lin, W.Z.1    Fang, J.A.2    Xiao, X.3    Chou, K.C.4
  • 6
    • 84875074764 scopus 로고    scopus 로고
    • IAMP-2L: A two-level multi-label classifier for identifying antimicrobial peptides and their functional types
    • Xiao X X., Wang P., Lin W. Z., Jia J. H., Chou K. C., iAMP-2L: a two-level multi-label classifier for identifying antimicrobial peptides and their functional types. Analytical Biochemistry 2013 436 2 168 177
    • (2013) Analytical Biochemistry , vol.436 , Issue.2 , pp. 168-177
    • Xiao, X.X.1    Wang, P.2    Lin, W.Z.3    Jia, J.H.4    Chou, K.C.5
  • 7
    • 84876053736 scopus 로고    scopus 로고
    • IRSpot-PseDNC: Identify recombination spots with pseudo dinucleotide composition
    • ARTICLE E68
    • Chen W., Feng P. M., Lin H., Chou K. C., iRSpot-PseDNC: identify recombination spots with pseudo dinucleotide composition. Nucleic Acids Research 2013 41 6, article e68
    • (2013) Nucleic Acids Research , vol.41 , Issue.6
    • Chen, W.1    Feng, P.M.2    Lin, H.3    Chou, K.C.4
  • 8
    • 84855641685 scopus 로고    scopus 로고
    • ILoc-Hum: Using accumulation-label scale to predict subcellular locations of human proteins with both single and multiple sites
    • Chou K. C., Wu Z. C., Xiao X., iLoc-Hum: using accumulation-label scale to predict subcellular locations of human proteins with both single and multiple sites. Molecular Biosystems 2012 8 2 629 641
    • (2012) Molecular Biosystems , vol.8 , Issue.2 , pp. 629-641
    • Chou, K.C.1    Wu, Z.C.2    Xiao, X.3
  • 9
    • 84868128310 scopus 로고    scopus 로고
    • INuc-PhysChem: A sequence-based predictor for identifying nucleosomes via physicochemical properties
    • e47843
    • Chen W., Lin H., Feng P. M., Ding C., Zuo Y.-C., Chou K.-C., iNuc-PhysChem: a sequence-based predictor for identifying nucleosomes via physicochemical properties. PLoS ONE 2012 7 10 e47843
    • (2012) PLoS ONE , vol.7 , Issue.10
    • Chen, W.1    Lin, H.2    Feng, P.M.3    Ding, C.4    Zuo, Y.-C.5    Chou, K.-C.6
  • 10
    • 84873575437 scopus 로고    scopus 로고
    • ISNO-PseAAC: Predict cysteine S-nitrosylation sites in proteins by incorporating position specific amino acid propensity into pseudo amino acid composition
    • e55844
    • Xu Y., Ding J., Wu L. Y., Chou K.-C., iSNO-PseAAC: predict cysteine S-nitrosylation sites in proteins by incorporating position specific amino acid propensity into pseudo amino acid composition. PLoS ONE 2013 8 2 e55844
    • (2013) PLoS ONE , vol.8 , Issue.2
    • Xu, Y.1    Ding, J.2    Wu, L.Y.3    Chou, K.-C.4
  • 11
    • 84860833500 scopus 로고    scopus 로고
    • Reorganizing the protein space at the Universal Protein Resource (UniProt)
    • UniProt Consortium, Reorganizing the protein space at the Universal Protein Resource (UniProt). Nucleic Acids Research 2012 40 D71 D75
    • (2012) Nucleic Acids Research , vol.40
    • Consortium, U.1
  • 12
    • 33745634395 scopus 로고    scopus 로고
    • Cd-hit: A fast program for clustering and comparing large sets of protein or nucleotide sequences
    • DOI 10.1093/bioinformatics/btl158
    • Li W., Godzik A., Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 2006 22 13 1658 1659 2-s2.0-33745634395 10.1093/bioinformatics/btl158 (Pubitemid 43985301)
    • (2006) Bioinformatics , vol.22 , Issue.13 , pp. 1658-1659
    • Li, W.1    Godzik, A.2
  • 13
    • 0035874091 scopus 로고    scopus 로고
    • Prediction of protein cellular attributes using pseudo-amino acid composition
    • DOI 10.1002/prot.1035
    • Chou K. C., Prediction of protein cellular attributes using pseudo-amino acid composition. Proteins 2001 43 3 246 255 2-s2.0-0035874091 10.1002/prot.1035 (Pubitemid 32367799)
    • (2001) Proteins: Structure, Function and Genetics , vol.43 , Issue.3 , pp. 246-255
    • Chou, K.-C.1
  • 14
    • 12744279642 scopus 로고    scopus 로고
    • Using amphiphilic pseudo amino acid composition to predict enzyme subfamily classes
    • 2-s2.0-12744279642 10.1093/bioinformatics/bth466
    • Chou K. C., Using amphiphilic pseudo amino acid composition to predict enzyme subfamily classes. Bioinformatics 2005 21 1 10 19 2-s2.0-12744279642 10.1093/bioinformatics/bth466
    • (2005) Bioinformatics , vol.21 , Issue.1 , pp. 10-19
    • Chou, K.C.1
  • 15
    • 84856475734 scopus 로고    scopus 로고
    • Identifying bacterial virulent proteins by fusing a set of classifiers based on variants of Chou's pseudo amino acid composition and on evolutionary information
    • 10.1109/TCBB.2011.117
    • Nanni L., Lumini A., Gupta D., Garg A., Identifying bacterial virulent proteins by fusing a set of classifiers based on variants of Chou's pseudo amino acid composition and on evolutionary information. IEEE/ACM Transactions on Computational Biology and Bioinformatics 2012 9 2 467 475 10.1109/TCBB.2011.117
    • (2012) IEEE/ACM Transactions on Computational Biology and Bioinformatics , vol.9 , Issue.2 , pp. 467-475
    • Nanni, L.1    Lumini, A.2    Gupta, D.3    Garg, A.4
  • 16
    • 78650099168 scopus 로고    scopus 로고
    • Supersecondary structure prediction using Chou's pseudo amino acid composition
    • 2-s2.0-78650099168 10.1002/jcc.21616
    • Zou D., He Z., He J., Xia Y., Supersecondary structure prediction using Chou's pseudo amino acid composition. Journal of Computational Chemistry 2011 32 2 271 278 2-s2.0-78650099168 10.1002/jcc.21616
    • (2011) Journal of Computational Chemistry , vol.32 , Issue.2 , pp. 271-278
    • Zou, D.1    He, Z.2    He, J.3    Xia, Y.4
  • 17
    • 43149104120 scopus 로고    scopus 로고
    • Using the concept of Chou's pseudo amino acid composition to predict protein subcellular localization: An approach by incorporating evolutionary information and von Neumann entropies
    • 2-s2.0-43149104120 10.1007/s00726-007-0010-9
    • Zhang S. W., Zhang Y. L., Yang H. F., Zhao C. H., Pan Q., Using the concept of Chou's pseudo amino acid composition to predict protein subcellular localization: an approach by incorporating evolutionary information and von Neumann entropies. Amino Acids 2008 34 4 565 572 2-s2.0-43149104120 10.1007/s00726-007-0010-9
    • (2008) Amino Acids , vol.34 , Issue.4 , pp. 565-572
    • Zhang, S.W.1    Zhang, Y.L.2    Yang, H.F.3    Zhao, C.H.4    Pan, Q.5
  • 18
    • 78650673337 scopus 로고    scopus 로고
    • Prediction of apoptosis protein locations with genetic algorithms and support vector machines through a new mode of pseudo amino acid composition
    • 2-s2.0-78650673337
    • Kandaswamy K. K., Pugalenthi G., Möller S., Hartmann E., Kalies K. U., Suganthan P. N., Martinetz T., Prediction of apoptosis protein locations with genetic algorithms and support vector machines through a new mode of pseudo amino acid composition. Protein and Peptide Letters 2010 17 12 1473 1479 2-s2.0-78650673337
    • (2010) Protein and Peptide Letters , vol.17 , Issue.12 , pp. 1473-1479
    • Kandaswamy, K.K.1    Pugalenthi, G.2    Möller, S.3    Hartmann, E.4    Kalies, K.U.5    Suganthan, P.N.6    Martinetz, T.7
  • 19
    • 84863695726 scopus 로고    scopus 로고
    • Predicting plant protein subcellular multi-localization by Chou's PseAAC formulation based multi-label homolog knowledge transfer learning
    • 10.1016/j.jtbi.2012.06.028
    • Mei S., Predicting plant protein subcellular multi-localization by Chou's PseAAC formulation based multi-label homolog knowledge transfer learning. Journal of Theoretical Biology 2012 310 80 87 10.1016/j.jtbi.2012.06.028
    • (2012) Journal of Theoretical Biology , vol.310 , pp. 80-87
    • Mei, S.1
  • 20
    • 84870215870 scopus 로고    scopus 로고
    • Predicting membrane protein types by incorporating protein topology, domains, signal peptides, and physicochemical properties into the general form of Chou's pseudo amino acid composition
    • Chen Y. K., Li K. B., Predicting membrane protein types by incorporating protein topology, domains, signal peptides, and physicochemical properties into the general form of Chou's pseudo amino acid composition. Journal of Theoretical Biology 2013 318 1 12
    • (2013) Journal of Theoretical Biology , vol.318 , pp. 1-12
    • Chen, Y.K.1    Li, K.B.2
  • 21
    • 84858833657 scopus 로고    scopus 로고
    • Discriminating outer membrane proteins with fuzzy K-nearest neighbor algorithms based on the general form of Chou's PseAAC
    • Hayat M., Khan A., Discriminating outer membrane proteins with fuzzy K-nearest neighbor algorithms based on the general form of Chou's PseAAC. Protein and Peptide Letters 2012 19 4 411 421
    • (2012) Protein and Peptide Letters , vol.19 , Issue.4 , pp. 411-421
    • Hayat, M.1    Khan, A.2
  • 22
    • 84876370111 scopus 로고    scopus 로고
    • Predicting antibacterial peptides by the concept of Chou's pseudo-amino acid composition and machine learning methods
    • Khosravian M., Faramarzi F. K., Beigi M. M., Behbahani M., Mohabatkar H., Predicting antibacterial peptides by the concept of Chou's pseudo-amino acid composition and machine learning methods. Protein and Peptide Letters 2012 20 2 180 186
    • (2012) Protein and Peptide Letters , vol.20 , Issue.2 , pp. 180-186
    • Khosravian, M.1    Faramarzi, F.K.2    Beigi, M.M.3    Behbahani, M.4    Mohabatkar, H.5
  • 23
    • 84873572573 scopus 로고    scopus 로고
    • Prediction of allergenic proteins by means of the concept of Chou's pseudo amino acid composition and a machine learning approach
    • Mohabatkar H., Beigi M. M., Abdolahi K., Mohsenzadeh S., Prediction of allergenic proteins by means of the concept of Chou's pseudo amino acid composition and a machine learning approach. Medicinal Chemistry 2013 9 1 133 137
    • (2013) Medicinal Chemistry , vol.9 , Issue.1 , pp. 133-137
    • Mohabatkar, H.1    Beigi, M.M.2    Abdolahi, K.3    Mohsenzadeh, S.4
  • 24
    • 84855690179 scopus 로고    scopus 로고
    • Prediction of metalloproteinase family based on the concept of Chou's pseudo amino acid composition using a machine learning approach
    • Beigi M. M., Behjati M., Mohabatkar H., Prediction of metalloproteinase family based on the concept of Chou's pseudo amino acid composition using a machine learning approach. Journal of Structural and Functional Genomics 2011 12 4 191 197
    • (2011) Journal of Structural and Functional Genomics , vol.12 , Issue.4 , pp. 191-197
    • Beigi, M.M.1    Behjati, M.2    Mohabatkar, H.3
  • 25
    • 78649324596 scopus 로고    scopus 로고
    • A novel feature representation method based on Chou's pseudo amino acid composition for protein structural class prediction
    • 2-s2.0-78649324596 10.1016/j.compbiolchem.2010.09.002
    • Sahu S. S., Panda G., A novel feature representation method based on Chou's pseudo amino acid composition for protein structural class prediction. Computational Biology and Chemistry 2010 34 5-6 320 327 2-s2.0-78649324596 10.1016/j.compbiolchem.2010.09.002
    • (2010) Computational Biology and Chemistry , vol.34 , Issue.5-6 , pp. 320-327
    • Sahu, S.S.1    Panda, G.2
  • 26
    • 84865373769 scopus 로고    scopus 로고
    • Identifying GPCRs and their types with Chou's pseudo amino acid composition: An approach from multi-scale energy representation and position specific scoring matrix
    • Zia-Ur R., Khan A., Identifying GPCRs and their types with Chou's pseudo amino acid composition: an approach from multi-scale energy representation and position specific scoring matrix. Protein and Peptide Letters 2012 19 8 890 903
    • (2012) Protein and Peptide Letters , vol.19 , Issue.8 , pp. 890-903
    • Zia-Ur, R.1    Khan, A.2
  • 27
    • 84868109035 scopus 로고    scopus 로고
    • Identifying protein quaternary structural attributes by incorporating physicochemical properties into the general form of Chou's PseAAC via discrete wavelet transform
    • Sun X. Y., Shi S. P., Qiu J. D., Suo S. B., Huang S. Y., Liang R. P., Identifying protein quaternary structural attributes by incorporating physicochemical properties into the general form of Chou's PseAAC via discrete wavelet transform. Molecular BioSystems 2012 8 12 3178 3184
    • (2012) Molecular BioSystems , vol.8 , Issue.12 , pp. 3178-3184
    • Sun, X.Y.1    Shi, S.P.2    Qiu, J.D.3    Suo, S.B.4    Huang, S.Y.5    Liang, R.P.6
  • 28
    • 43149097851 scopus 로고    scopus 로고
    • Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization
    • 2-s2.0-43149097851 10.1007/s00726-007-0018-1
    • Nanni L., Lumini A., Genetic programming for creating Chou's pseudo amino acid based features for submitochondria localization. Amino Acids 2008 34 4 653 660 2-s2.0-43149097851 10.1007/s00726-007-0018-1
    • (2008) Amino Acids , vol.34 , Issue.4 , pp. 653-660
    • Nanni, L.1    Lumini, A.2
  • 29
    • 77649337793 scopus 로고    scopus 로고
    • Using the concept of Chou's pseudo amino acid composition for risk type prediction of human papillomaviruses
    • 2-s2.0-77649337793 10.1016/j.jtbi.2009.11.016
    • Esmaeili M., Mohabatkar H., Mohsenzadeh S., Using the concept of Chou's pseudo amino acid composition for risk type prediction of human papillomaviruses. Journal of Theoretical Biology 2010 263 2 203 209 2-s2.0-77649337793 10.1016/j.jtbi.2009.11.016
    • (2010) Journal of Theoretical Biology , vol.263 , Issue.2 , pp. 203-209
    • Esmaeili, M.1    Mohabatkar, H.2    Mohsenzadeh, S.3
  • 30
    • 77958497871 scopus 로고    scopus 로고
    • Prediction of cyclin proteins using Chou's pseudo amino acid composition
    • 2-s2.0-77958497871 10.2174/092986610792231564
    • Mohabatkar H., Prediction of cyclin proteins using Chou's pseudo amino acid composition. Protein and Peptide Letters 2010 17 10 1207 1214 2-s2.0-77958497871 10.2174/092986610792231564
    • (2010) Protein and Peptide Letters , vol.17 , Issue.10 , pp. 1207-1214
    • Mohabatkar, H.1
  • 31
    • 79955564229 scopus 로고    scopus 로고
    • Prediction of GABAA receptor proteins using the concept of Chou's pseudo-amino acid composition and support vector machine
    • 2-s2.0-79955564229 10.1016/j.jtbi.2011.04.017
    • Mohabatkar H., Mohammad Beigi M., Esmaeili A., Prediction of GABAA receptor proteins using the concept of Chou's pseudo-amino acid composition and support vector machine. Journal of Theoretical Biology 2011 281 1 18 23 2-s2.0-79955564229 10.1016/j.jtbi.2011.04.017
    • (2011) Journal of Theoretical Biology , vol.281 , Issue.1 , pp. 18-23
    • Mohabatkar, H.1    Mohammad Beigi, M.2    Esmaeili, A.3
  • 32
    • 59649123088 scopus 로고    scopus 로고
    • Use of fuzzy clustering technique and matrices to classify amino acids and its impact to Chou's pseudo amino acid composition
    • 2-s2.0-59649123088 10.1016/j.jtbi.2008.11.003
    • Georgiou D. N., Karakasidis T. E., Nieto J. J., Torres A., Use of fuzzy clustering technique and matrices to classify amino acids and its impact to Chou's pseudo amino acid composition. Journal of Theoretical Biology 2009 257 1 17 26 2-s2.0-59649123088 10.1016/j.jtbi.2008.11.003
    • (2009) Journal of Theoretical Biology , vol.257 , Issue.1 , pp. 17-26
    • Georgiou, D.N.1    Karakasidis, T.E.2    Nieto, J.J.3    Torres, A.4
  • 33
    • 84859298511 scopus 로고    scopus 로고
    • Identification of colorectal cancer related genes with mRMR and shortest path in protein-protein interaction network
    • e33393
    • Li B. Q., Huang T., Liu L., Cai Y. D., Chou K. C., Identification of colorectal cancer related genes with mRMR and shortest path in protein-protein interaction network. PLoS ONE 2012 7 4 e33393
    • (2012) PLoS ONE , vol.7 , Issue.4
    • Li, B.Q.1    Huang, T.2    Liu, L.3    Cai, Y.D.4    Chou, K.C.5
  • 34
    • 84859499974 scopus 로고    scopus 로고
    • Hepatitis C virus network based classification of hepatocellular cirrhosis and carcinoma
    • e34460
    • Huang T., Wang J., Cai Y. D., Yu H., Chou K. C., Hepatitis C virus network based classification of hepatocellular cirrhosis and carcinoma. PLoS ONE 2012 7 4 e34460
    • (2012) PLoS ONE , vol.7 , Issue.4
    • Huang, T.1    Wang, J.2    Cai, Y.D.3    Yu, H.4    Chou, K.C.5
  • 35
    • 84859932176 scopus 로고    scopus 로고
    • PseAAC-Builder: A cross-platform stand-alone program for generating various special Chou's pseudo-amino acid compositions
    • Du P., Wang X., Xu C., Gao Y., PseAAC-Builder: a cross-platform stand-alone program for generating various special Chou's pseudo-amino acid compositions. Analytical Biochemistry 2012 425 2 117 119
    • (2012) Analytical Biochemistry , vol.425 , Issue.2 , pp. 117-119
    • Du, P.1    Wang, X.2    Xu, C.3    Gao, Y.4
  • 36
    • 84875576158 scopus 로고    scopus 로고
    • Propy: A tool to generate various modes of Chou's PseAAC
    • Cao D. S., Xu Q. S., Liang Y. Z., Propy: a tool to generate various modes of Chou's PseAAC. Bioinformatics 2013 29 7 960 962
    • (2013) Bioinformatics , vol.29 , Issue.7 , pp. 960-962
    • Cao, D.S.1    Xu, Q.S.2    Liang, Y.Z.3
  • 37
    • 46249096540 scopus 로고    scopus 로고
    • Predicting protein thermostability changes from sequence upon multiple mutations
    • DOI 10.1093/bioinformatics/btn166
    • Montanucci L., Fariselli P., Martelli P. L., Casadio R., Predicting protein thermostability changes from sequence upon multiple mutations. Bioinformatics 2008 24 13 i190 i195 2-s2.0-46249096540 10.1093/bioinformatics/ btn166 (Pubitemid 351911673)
    • (2008) Bioinformatics , vol.24 , Issue.13
    • Montanucci, L.1    Fariselli, P.2    Martelli, P.L.3    Casadio, R.4
  • 38
    • 39749148317 scopus 로고    scopus 로고
    • Discrimination of mesophilic and thermophilic proteins using machine learning algorithms
    • DOI 10.1002/prot.21616
    • Gromiha M. M., Suresh M. X., Discrimination of mesophilic and thermophilic proteins using machine learning algorithms. Proteins 2008 70 4 1274 1279 2-s2.0-39749148317 10.1002/prot.21616 (Pubitemid 351304088)
    • (2008) Proteins: Structure, Function and Genetics , vol.70 , Issue.4 , pp. 1274-1279
    • Gromiha, M.M.1    Suresh, M.X.2
  • 39
    • 60849137473 scopus 로고    scopus 로고
    • An expert system to predict protein thermostability using decision tree
    • 2-s2.0-60849137473 10.1016/j.eswa.2008.12.020
    • Wu L. C., Lee J. X., Huang H. D., Liu B. J., Horng J. T., An expert system to predict protein thermostability using decision tree. Expert Systems with Applications 2009 36 5 9007 9014 2-s2.0-60849137473 10.1016/j.eswa.2008.12. 020
    • (2009) Expert Systems with Applications , vol.36 , Issue.5 , pp. 9007-9014
    • Wu, L.C.1    Lee, J.X.2    Huang, H.D.3    Liu, B.J.4    Horng, J.T.5
  • 40
    • 78650209947 scopus 로고    scopus 로고
    • Prediction of thermophilic proteins using feature selection technique
    • 2-s2.0-78650209947 10.1016/j.mimet.2010.10.013
    • Lin H., Chen W., Prediction of thermophilic proteins using feature selection technique. Journal of Microbiological Methods 2011 84 1 67 70 2-s2.0-78650209947 10.1016/j.mimet.2010.10.013
    • (2011) Journal of Microbiological Methods , vol.84 , Issue.1 , pp. 67-70
    • Lin, H.1    Chen, W.2
  • 41
    • 84862831800 scopus 로고    scopus 로고
    • Identification of voltage-gated potassium channel subfamilies from sequence information using support vector machine
    • Chen W., Lin H., Identification of voltage-gated potassium channel subfamilies from sequence information using support vector machine. Computers in Biology and Medicine 2012 42 4 504 507
    • (2012) Computers in Biology and Medicine , vol.42 , Issue.4 , pp. 504-507
    • Chen, W.1    Lin, H.2
  • 43
    • 0037316238 scopus 로고    scopus 로고
    • A naive Bayes model to predict coupling between seven transmembrane domain receptors and G-proteins
    • DOI 10.1093/bioinformatics/19.2.234
    • Cao J., Panetta R., Yue S., Steyaert A., Young-Bellido M., Ahmad S., A naive Bayes model to predict coupling between seven transmembrane domain receptors and G-proteins. Bioinformatics 2003 19 2 234 240 2-s2.0-0037316238 10.1093/bioinformatics/19.2.234 (Pubitemid 36181908)
    • (2003) Bioinformatics , vol.19 , Issue.2 , pp. 234-240
    • Cao, J.1    Panetta, R.2    Yue, S.3    Steyaert, A.4    Young-Bellido, M.5    Ahmad, S.6
  • 44
    • 36448982458 scopus 로고    scopus 로고
    • Naïve Bayes for microRNA target predictions - Machine learning for microRNA targets
    • DOI 10.1093/bioinformatics/btm484
    • Yousef M., Jung S., Kossenkov A. V., Showe L. C., Showe M. K., Naïve Bayes for microRNA target predictions-machine learning for microRNA targets. Bioinformatics 2007 23 22 2987 2992 2-s2.0-36448982458 10.1093/bioinformatics/ btm484 (Pubitemid 350162862)
    • (2007) Bioinformatics , vol.23 , Issue.22 , pp. 2987-2992
    • Yousef, M.1    Jung, S.2    Kossenkov, A.V.3    Showe, L.C.4    Showe, M.K.5
  • 45
    • 77955036815 scopus 로고    scopus 로고
    • Applying the Naïve Bayes classifier with kernel density estimation to the prediction of protein-protein interaction sites
    • 2-s2.0-77955036815 10.1093/bioinformatics/btq302
    • Murakami Y., Mizuguchi K., Applying the Naïve Bayes classifier with kernel density estimation to the prediction of protein-protein interaction sites. Bioinformatics 2010 26 15 1841 1848 2-s2.0-77955036815 10.1093/bioinformatics/btq302
    • (2010) Bioinformatics , vol.26 , Issue.15 , pp. 1841-1848
    • Murakami, Y.1    Mizuguchi, K.2
  • 46
    • 84867854875 scopus 로고    scopus 로고
    • Bag of Naïve Bayes: Biomarker selection and classification from genome-wide SNP data
    • supplement 14, article S2
    • Sambo F., Trifoglio E., Di Camillo B., Toffolo G. M., Cobelli C., Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data. BMC Bioinformatics 2012 13 supplement 14, article S2
    • (2012) BMC Bioinformatics , vol.13
    • Sambo, F.1    Trifoglio, E.2    Di Camillo, B.3    Toffolo, G.M.4    Cobelli, C.5
  • 47
    • 0029051959 scopus 로고
    • A novel approach to predicting protein structural classes in a (20-1)-D amino acid composition space
    • 2-s2.0-0029051959 10.1002/prot.340210406
    • Chou K. C., A novel approach to predicting protein structural classes in a (20-1)-D amino acid composition space. Proteins 1995 21 4 319 344 2-s2.0-0029051959 10.1002/prot.340210406
    • (1995) Proteins , vol.21 , Issue.4 , pp. 319-344
    • Chou, K.C.1
  • 48
    • 54749084166 scopus 로고    scopus 로고
    • An intriguing controversy over protein structural class prediction
    • DOI 10.1023/A:1020713915365
    • Zhou G. P., An intriguing controversy over protein structural class prediction. Journal of Protein Chemistry 1998 17 8 729 738 2-s2.0-0032420672 10.1023/A:1020713915365 (Pubitemid 29062040)
    • (1998) Journal of Protein Chemistry , vol.17 , Issue.8 , pp. 729-738
    • Zhou, G.-P.1
  • 49
    • 0032501152 scopus 로고    scopus 로고
    • Using discriminant function for prediction of subcellular location of prokaryotic proteins
    • DOI 10.1006/bbrc.1998.9498
    • Chou K. C., Elrod D. W., Using discriminant function for prediction of subcellular location of prokaryotic proteins. Biochemical and Biophysical Research Communications 1998 252 1 63 68 2-s2.0-0032501152 10.1006/bbrc.1998. 9498 (Pubitemid 28534628)
    • (1998) Biochemical and Biophysical Research Communications , vol.252 , Issue.1 , pp. 63-68
    • Chou, K.-C.1    Elrod, D.W.2
  • 50
    • 0035400226 scopus 로고    scopus 로고
    • Some insights into protein structural class prediction
    • DOI 10.1002/prot.1071
    • Zhou G. P., Assa-Munt N., Some insights into protein structural class prediction. Proteins 2001 44 1 57 59 2-s2.0-0035400226 10.1002/prot.1071 (Pubitemid 32510584)
    • (2001) Proteins: Structure, Function and Genetics , vol.44 , Issue.1 , pp. 57-59
    • Zhou, G.P.1    Assa-Munt, N.2
  • 51
    • 0042885957 scopus 로고    scopus 로고
    • Application of pseudo amino acid composition for predicting protein subcellular location: Stochastic signal processing approach
    • DOI 10.1023/A:1025350409648
    • Pan Y. X., Zhang Z. Z., Guo Z. M., Feng G. Y., Huang Z. D., He L., Application of pseudo amino acid composition for predicting protein subcellular location: stochastic signal processing approach. Journal of Protein Chemistry 2003 22 4 395 402 2-s2.0-0042885957 10.1023/A:1025350409648 (Pubitemid 37087801)
    • (2003) Journal of Protein Chemistry , vol.22 , Issue.4 , pp. 395-402
    • Pan, Y.-X.1    Zhang, Z.-Z.2    Guo, Z.-M.3    Feng, G.-Y.4    Huang, Z.-D.5    He, L.6
  • 52
    • 0037233515 scopus 로고    scopus 로고
    • Subcellular location prediction of apoptosis proteins
    • DOI 10.1002/prot.10251
    • Zhou G. P., Doctor K., Subcellular location prediction of apoptosis proteins. Proteins 2003 50 1 44 48 2-s2.0-0037233515 10.1002/prot.10251 (Pubitemid 36090607)
    • (2003) Proteins: Structure, Function and Genetics , vol.50 , Issue.1 , pp. 44-48
    • Zhou, G.-P.1    Doctor, K.2
  • 53
    • 78650746655 scopus 로고    scopus 로고
    • Cell-PLoc 2.0: An improved package of web-servers for predicting subcellular localization of proteins in various organisms
    • Chou K. C., Shen H. B., Cell-PLoc 2.0: an improved package of web-servers for predicting subcellular localization of proteins in various organisms. Natural Science 2010 2 10 1090 1103
    • (2010) Natural Science , vol.2 , Issue.10 , pp. 1090-1103
    • Chou, K.C.1    Shen, H.B.2
  • 54
    • 80054071147 scopus 로고    scopus 로고
    • MemHyb: Predicting membrane protein types by hybridizing SAAC and PSSM
    • 10.1016/j.jtbi.2011.09.026
    • Hayat M., Khan A., MemHyb: predicting membrane protein types by hybridizing SAAC and PSSM. Journal of Theoretical Biology 2012 292 93 102 10.1016/j.jtbi.2011.09.026
    • (2012) Journal of Theoretical Biology , vol.292 , pp. 93-102
    • Hayat, M.1    Khan, A.2
  • 55
    • 79959667141 scopus 로고    scopus 로고
    • ILoc-Virus: A multi-label learning classifier for identifying the subcellular localization of virus proteins with both single and multiple sites
    • 2-s2.0-79959667141 10.1016/j.jtbi.2011.06.005
    • Xiao X., Wu Z. C., Chou K. C., iLoc-Virus: a multi-label learning classifier for identifying the subcellular localization of virus proteins with both single and multiple sites. Journal of Theoretical Biology 2011 284 1 42 51 2-s2.0-79959667141 10.1016/j.jtbi.2011.06.005
    • (2011) Journal of Theoretical Biology , vol.284 , Issue.1 , pp. 42-51
    • Xiao, X.1    Wu, Z.C.2    Chou, K.C.3
  • 56
    • 79953316878 scopus 로고    scopus 로고
    • ILoc-Euk: A multi-label classifier for predicting the subcellular localization of singleplex and multiplex eukaryotic proteins
    • 2-s2.0-79953316878 10.1371/journal.pone.0018258 e18258
    • Chou K. C., Wu Z. C., Xiao X., iLoc-Euk: a multi-label classifier for predicting the subcellular localization of singleplex and multiplex eukaryotic proteins. PLoS ONE 2011 6 3 2-s2.0-79953316878 10.1371/journal.pone.0018258 e18258
    • (2011) PLoS ONE , vol.6 , Issue.3
    • Chou, K.C.1    Wu, Z.C.2    Xiao, X.3
  • 58
    • 77649339280 scopus 로고    scopus 로고
    • Review: Recent advances in developing web-servers for predicting protein attributes
    • Chou K. C., Shen H. B., Review: recent advances in developing web-servers for predicting protein attributes. Natural Science 2009 2 63 92
    • (2009) Natural Science , vol.2 , pp. 63-92
    • Chou, K.C.1    Shen, H.B.2


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