SCOPUS 정보 검색 플랫폼

Journal of Cellular Biochemistry

Volumn 84, Issue 2, 2002, Pages 343-348

Support Vector Machines for prediction of protein subcellular location by incorporating quasi-sequence-order effect

(4) Cai, Yu Dong a,e Liu, Xiao Jun b Xu, E Biao c Chou, Kuo Chen d

a INSTITUTE OF GEOLOGY AND GEOPHYSICS (China)

b UNIVERSITY OF EDINBURGH (United Kingdom)

c CARDIFF UNIVERSITY (United Kingdom)

d Upjohn Laboratories ^* (United States)

e UNIVERSITY OF MANCHESTER (United Kingdom)

Author keywords

Protein subcellular location; Quasi sequence order effect; Support Vector Machines

Indexed keywords

ALGORITHM; ARTICLE; CELL COMPARTMENTALIZATION; CELL MEMBRANE; CELL NUCLEUS; CELL VACUOLE; CELLULAR DISTRIBUTION; CHLOROPLAST; CYTOPLASM; CYTOSKELETON; ENDOPLASMIC RETICULUM; EXTRACELLULAR SPACE; GOLGI COMPLEX; LYSOSOME; MITOCHONDRION; PEROXISOME; PREDICTION; PRIORITY JOURNAL; PROTEIN LOCALIZATION;

ANIMALIA;

EID: 0035672036 PISSN: 07302312 EISSN: None Source Type: Journal
DOI: 10.1002/jcb.10030 Document Type: Article

Times cited : (114)

References (20)

1
- 0002100813
- Drug design by machine learning: Support vector machine for pharmaceutical data analysis
- (2000) Proceedings of the AISB'00 Symposium on Artificial Intelligence in Bioinformatics , pp. 1-4
- Burbidge, R.¹ Trotter, M.² Holden, S.³ Buxton, B.⁴

2
- 0035874128
- Is it a paradox or misinterpretation?
- (2001) Proteins: Funct Genet , vol.43 , Issue.3 , pp. 336-338
- Cai, Y.D.¹

3
- 0031588694
- Relation between amino acid composition and cellular location of proteins
- (1997) J Mol Biol , vol.266 , Issue.3 , pp. 594-600
- Cedano, J.¹ Aloy, P.² Perez-Pons, J.A.³ Querol, E.⁴

4
- 0029051959
- A novel approach to predicting protein structural classes in a (20-1)-D amino acid composition space
- (1995) Proteins , vol.21 , Issue.4 , pp. 319-344
- Chou, K.C.¹

5
- 0034285487
- Review: Prediction of protein structural classes and subcellular locations
- (2000) Curr Protein Peptide Sci , vol.1 , pp. 171-208
- Chou, K.C.¹

6
- 0034687538
- Prediction of protein subcellular locations by incorporating quasi-sequence-order effect
- (2000) Biochem Biophys Res Commun , vol.278 , Issue.2 , pp. 477-483
- Chou, K.C.¹

7
- 0032501152
- Using discriminant function for prediction of subcellular location of prokaryotic proteins
- (1998) Biochem Biophys Res Commun , vol.252 , Issue.1 , pp. 63-68
- Chou, K.C.¹ Elrod, D.W.²

8
- 0032910566
- Prediction of membrane protein types and subcellular locations
- (1999) Proteins: Structure Funct Genet , vol.34 , Issue.1 , pp. 137-153
- Chou, K.C.¹ Elrod, D.W.²

9
- 0032940342
- Protein subcellular location prediction
- (1999) Protein Eng , vol.12 , Issue.2 , pp. 107-118
- Chou, K.C.¹ Elrod, D.W.²

10
- 0029157083
- Prediction of protein structural classes
- (1995) Biochem Mol Biol [Critical Review] , vol.30 , Issue.4 , pp. 275-349
- Chou, K.C.¹ Zhang, C.T.²

11
- 0032054085
- Prediction and classification of domain structural classes
- (1998) Proteins: Structure Funct Genet , vol.31 , pp. 97-103
- Chou, K.C.¹ Liu, W.² Maggiora, G.M.³ Zhang, C.T.⁴

12
- 34249753618
- Support vector networks
- (1995) Machine Learning , vol.20 , pp. 273-293
- Cortes, C.¹ Vapnik, V.²

13
- 0000636553
- Text categorization with support vector machines: Learning with many relevant features
- Springer
- (1998) Proceedings of the European Conference on Machine Learning
- Joachims, T.¹

14
- 0003798642
- 11 in, Schölkopf B, Burges C, Smola A, editors. MIT Press
- (1999) Making large-Scale SVM learning practical, advances in kernel methods-support vector learning
- Joachims, T.¹

15
- 0001938951
- Transductive inference for text classification using support vector machines
- (1999) International Conference on Machine Learning (ICML)
- Joachims, T.¹

16
- 0028239038
- Discrimination of intracellular and extracellular proteins using amino acid composition and residue-pair frequencies
- (1994) J Mol Biol , vol.238 , Issue.1 , pp. 54-61
- Nakashima, H.¹ Nishikawa, K.²

17
- 0032077533
- Using neural networks for prediction of the subcellular location of proteins
- (1998) Nucleic Acids Res , vol.26 , Issue.9 , pp. 2230-2236
- Reinhardt, A.¹ Hubbard, T.²

18
- 0003450542
- Springer
- (1995) The nature of statistical learning theory
- Vapnik, V.¹

19
- 0003991806
- New York: Wiley-Interscience
- (1998) Statistical learning theory
- Vapnik, V.¹

20
- 0035400226
- Some insights into protein structural class prediction
- (2001) Proteins: Structure Funct Genet , vol.44 , pp. 57-59
- Zhou, G.¹ Assa-Munt, N.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.