20.4.3 Extraction and Analysis of Proteins

Chapter Contents (Back)
Protein.

Thompson, R.[Richard],
A measure of shared information in classes of patterns,
PR(12), No. 6, 1980, pp. 369-379.
WWW Version. 0309Insight into the patterns of variation in the amino acid sequences of proteins. BibRef

Leherte, L., Glasgow, J., Baxter, K., Steeg, E., and Fortier, S.,
Analysis of Three-Dimensional Protein Images,
JAIR(7), 1997, pp. 125-159.
HTML Version. BibRef 9700

Zaki, M.J., Jin, S.[Shan], Bystroff, C.,
Mining residue contacts in proteins using local structure predictions,
SMC-B(33), No. 5, October 2003, pp. 789-801.
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Yang, Z.R.[Zheng Rong],
Orthogonal kernel Machine for the prediction of functional sites in proteins,
SMC-B(35), No. 1, February 2005, pp. 100-106.
IEEE Abstract. IEEE Top Reference. 0501 BibRef

Zhang, G.Z.[Guang-Zheng], Huang, D.S., Quan, Z.H.,
Combining a binary input encoding scheme with RBFNN for globulin protein inter-residue contact map prediction,
PRL(26), No. 10, 15 July 2005, pp. 1543-1553.
WWW Version. 0506 BibRef

Zhang, G.Z.[Guang-Zheng], Huang, D.S., Zhu, Y.P., Li, Y.X.,
Improving protein secondary structure prediction by using the residue conformational classes,
PRL(26), No. 15, November 2005, pp. 2346-2352.
WWW Version. 0510 BibRef

Zhao, T., Velliste, M., Boland, M.V., Murphy, R.F.,
Object Type Recognition for Automated Analysis of Protein Subcellular Location,
IP(14), No. 9, September 2005, pp. 1351-1359.
WWW Version. 0508 BibRef

Zacharakis, G., Ripoll, J., Weissleder, R., Ntziachristos, V.,
Fluorescent protein tomography scanner for small animal imaging,
MedImg(24), No. 7, July 2005, pp. 878-885.
WWW Version. 0508 BibRef

Lozano, M.A., Escolano, F.,
Protein classification by matching and clustering surface graphs,
PR(39), No. 4, April 2006, pp. 539-551.
WWW Version. Protein classification; Graph matching; Energy minimization; Graph clustering; EM algorithms 0604 BibRef

Kim, J.K.[Jong Kyoung], Raghava, G.P.S., Bang, S.Y.[Sung-Yang], Choi, S.[Seungjin],
Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine,
PRL(27), No. 9, July 2006, pp. 996-1001.
WWW Version. 0605 BibRef

Kim, J.K.[Jong Kyoung], Bang, S.Y.[Sung-Yang], Choi, S.[Seungjin],
Sequence-driven features for prediction of subcellular localization of proteins,
PR(39), No. 12, December 2006, pp. 2301-2311.
WWW Version. 0609Protein sequence feature extraction; Subcellular localization prediction; Support vector machine BibRef

Vijaya, P.A., Murty, M.N.[M. Narasimha], Subramanian, D.K.,
Efficient bottom-up hybrid hierarchical clustering techniques for protein sequence classification,
PR(39), No. 12, December 2006, pp. 2344-2355.
WWW Version. 0609 BibRef
Earlier:
An efficient technique for protein sequence clustering and classification,
ICPR04(II: 447-450).
WWW Version. 0409Hybrid clustering; Hierarchical structure; Protein sequences; Median strings/sequences; Prototypes; Feature selection; Classification accuracy BibRef

Khoja, R.[Rahim], Marolia, M.[Mehul], Acharya, T.[Tinku], Chakrabarti, C.[Chaitali],
A coprocessor architecture for fast protein structure prediction,
PR(39), No. 12, December 2006, pp. 2494-2505.
WWW Version. 0609Protein structure prediction; PSIPRED; PSI BLAST; Neural network; VLSI architecture BibRef

Plötz, T.[Thomas], Fink, G.A.[Gernot A.],
Pattern Recognition methods for advanced stochastic protein sequence analysis using HMMs,
PR(39), No. 12, December 2006, pp. 2267-2280.
WWW Version. 0609 BibRef
Earlier:
Feature Extraction for Improved Profile HMM Based Biological Sequence Analysis,
ICPR04(II: 315-318).
WWW Version. 0409DNA sequencing. Protein sequence analysis; Probabilistic protein family modeling; HMM BibRef

Bergkvist, A.[Anders], Damaschke, P.[Peter],
Fast algorithms for finding disjoint subsequences with extremal densities,
PR(39), No. 12, December 2006, pp. 2281-2292.
WWW Version. 0609Holes in data; Range prediction; Protein torsion angle; Protein structure prediction; Dynamic programming; Selection algorithms; Time complexity BibRef

Huang, D.S.A.[De-Shu-Ang], Zhao, X.M.[Xing-Ming], Huang, G.B.[Guang-Bin], Cheung, Y.M.[Yiu-Ming],
Classifying protein sequences using hydropathy blocks,
PR(39), No. 12, December 2006, pp. 2293-2300.
WWW Version. 0609Hydropathy blocks; Protein sequence classification; Support vector machine BibRef

Kurgan, L.A.[Lukasz A.], Homaeian, L.[Leila],
Prediction of structural classes for protein sequences and domains--Impact of prediction algorithms, sequence representation and homology, and test procedures on accuracy,
PR(39), No. 12, December 2006, pp. 2323-2343.
WWW Version. 0609Protein structural class; SCOP; Machine learning; Homology; Prediction; Secondary protein structure BibRef

Chen, C.Y.[Chien-Yu], Chung, W.C.[Wen-Chin], Su, C.T.[Chung-Tsai],
Exploiting homogeneity in protein sequence clusters for construction of protein family hierarchies,
PR(39), No. 12, December 2006, pp. 2356-2369.
WWW Version. 0609Protein sequence clustering; Family analysis; Hierarchical algorithm BibRef

Baldacci, L., Golfarelli, M., Lumini, A., Rizzi, S.,
Clustering techniques for protein surfaces,
PR(39), No. 12, December 2006, pp. 2370-2382.
WWW Version. 0609 BibRef
Earlier:
A Template-Matching Approach for Protein Surface Clustering,
ICPR06(III: 340-343).
WWW Version. 0609Clustering; Region growing; Template matching; Protein surface BibRef

Mundra, P.[Piyushkumar], Kumar, M.[Madhan], Kumar, K.K.[K. Krishna], Jayaraman, V.K.[Valadi K.], Kulkarni, B.D.[Bhaskar D.],
Using pseudo amino acid composition to predict protein subnuclear localization: Approached with PSSM,
PRL(28), No. 13, 1 October 2007, pp. 1610-1615.
WWW Version. 0709Nuclear protein; Subnuclear localization; Multiclass SVM; Factor solution score; PSSM BibRef

Li, Y.L.[Yun-Lei], de Ridder, D.[Dick], Duin, R.P.W.[Robert P.W.], Reinders, M.J.T.[Marcel J.T.],
Integration of prior knowledge of measurement noise in kernel density classification,
PR(41), No. 1, January 2008, pp. 320-330.
WWW Version. 0710Prior knowledge; Measurement noise; Kernel method; Parzen; Protein complex; mRNA co-expression coefficient BibRef

Tsai, C.Y.[Chieh-Yuan], Chiu, C.C.[Chuang-Cheng],
An efficient conserved region detection method for multiple protein sequences using principal component analysis and wavelet transform,
PRL(29), No. 5, 1 April 2008, pp. 616-628.
WWW Version. 0802Protein sequence analysis; Conserved region detection; Principal component analysis; Wavelet transform BibRef

Savvides, A.[Alexios], Promponas, V.J.[Vasilis J.], Fokianos, K.[Konstantinos],
Clustering of biological time series by cepstral coefficients based distances,
PR(41), No. 7, July 2008, pp. 2398-2412.
WWW Version. 0804Exponential model; Likelihood; Distance measures; Spectral analysis; Periodogram; Data mining; Protein sequence analysis BibRef


Kim, D.[Donguk], Lee, C.H.[Chang-Hee], Cho, Y.S.[Young-Song], Kim, D.S.[Deok-Soo],
Manifoldization of beta-Shapes by Topology Operators,
GMP08(xx-yy).
WWW Version. 0804 BibRef

Xiang, J.P.[Jun-Ping], Hu, M.L.[Mao-Lin],
Protein Surface Modeling Using Active Contour Model,
GMP08(xx-yy).
WWW Version. 0804 BibRef

Xu, D.[Dong], Li, H.[Hua], Gu, T.J.[Tong-Jun],
Shape Representation and Invariant Description of Protein Tertiary Structure in Applications to Shape Retrieval and Classification,
GMP08(xx-yy).
WWW Version. 0804 BibRef

Kumar, P.[Pankaj], Jayaraman, V.K., Kulkarni, B.D.,
Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Overexpression in Escherichia Coli,
PReMI07(406-415).
WWW Version. 0712 BibRef

Tsatsaias, V., Daras, P., Strintzis, M.G.,
3D Protein Classification using Topological, Geometrical and Biological Information,
ICIP07(VI: 537-540).
WWW Version. 0709 BibRef

Gedda, M.[Magnus], Svensson, S.[Stina],
Flexibility Description of the MET Protein Stalk Based on the Use of Non-uniform B-Splines,
CAIP07(173-180).
WWW Version. 0708 BibRef

Bonet, I.[Isis], Saeys, Y.[Yvan], Ábalo, R.G.[Ricardo Grau], García, M.M.[María M.], Sanchez, R.[Robersy], Van de Peer, Y.[Yves],
Feature Extraction Using Clustering of Protein,
CIARP06(614-623).
WWW Version. 0611 BibRef

Yu, Z.Y.[Ze-Yun], Bajaj, C.,
A Structure Tensor Approach for 3D Image Skeletonization: Applications in Protein Secondary Structure Analysis,
ICIP06(2513-2516). 0610
WWW Version. BibRef

Mallick, S.P.[Satya P.], Agarwal, S.[Sameer], Kriegman, D.J.[David J.], Belongie, S.J.[Serge J.],
Vision in the Small: Reconstructing the Structure of Protein Macromolecules from Cryo-Electron Micrographs,
BMVC06(I:1).
PDF Version. 0609 BibRef

Wen, Q.[Quan], Gao, J.[Jean], Luby-Phelps, K.[Kate],
Markov Chain Monte Carlo Data Association for Merge and Split Detection in Tracking Protein Clusters,
ICPR06(I: 1030-1033).
WWW Version. 0609 BibRef

Sintorn, I.M.[Ida-Maria], Borgefors, G.[Gunilla],
Shape Based Identification of Proteins in Volume Images,
SCIA05(253-262).
WWW Version. 0506 BibRef

Bouchaffra, D., Tan, J.,
Protein Fold Recognition using a Structural Hidden Markov Model,
ICPR06(III: 186-189).
WWW Version. 0609 BibRef

Zhang, Y.[Ya], Zha, H.Y.[Hong-Yuan], Chu, C.H.[Chao-Hisen], Ji, X.[Xiang],
Protein Interaction Inference as a MAX-SAT Problem,
BioInfo05(III: 146-146).
WWW Version. 0507 BibRef

Daras, P., Zarpalas, D., Tzovaras, D., Strintzis, M.G.,
3D Shape-Based Techniques for Protein Classification,
ICIP05(II: 1130-1133).
WWW Version. 0512 BibRef

Wen, Q., Gao, J., Kosaka, A., Iwaki, H., Luby-Phelps, K., Mundy, D.,
A Particle Filter Framework Using Optimal Importance Function for Protein Molecules Tracking,
ICIP05(I: 1161-1164).
WWW Version. 0512 BibRef

Sintorn, I.M.[Ida-Maria], Gedda, M.[Magnus], Mata, S.[Susana], Svensson, S.[Stina],
Medial Grey-Level Based Representation for Proteins in Volume Images,
IbPRIA05(II:421).
WWW Version. 0509 BibRef

Hao, Y.[Yu], Zhu, X.Y.[Xiao-Yan], Li, M.[Ming],
A New Algorithm for Pattern Optimization in Protein-Protein Interaction Extraction System,
IbPRIA05(II:397).
WWW Version. 0509 BibRef

Burkhardt, S., Fredriksson, K., Ojamies, T., Ravantti, J., Ukkonen, E.,
Local approximate 3D matching of proteins in viral cryo-EM density maps,
3DPVT04(979-986).
IEEE Abstract. IEEE Top Reference. 0412 BibRef

Colle, G., Pelillo, M.,
Relaxation labeling processes for protein secondary structure prediction,
ICPR04(II: 355-358).
WWW Version. 0409 BibRef

Rogers, M., Graham, J., Tonge, R.P.,
Automatic Construction of Statistical Shape Models for Protein Spot Analysis in Electrophoresis Gels,
BMVC03(xx-yy).
HTML Version. 0409 BibRef

Persson, M.[Martin], Bigun, J.[Josef],
Protein Spot Detection by Symmetry Derivatives of Gaussians,
SCIA03(520-525).
WWW Version. 0310 BibRef

Vendruscolo, M.,
Protein folding using inter-residue contact,
3DPVT02(724-728). 0206 BibRef

Zhang, B.H.[Bio-Hong], Godzik, A.,
The neaning and limitations of protein structure alignments,
3DPVT02(729-736). 0206 BibRef

Guerra, C., Lonardi, S., Zanotti, G.,
Analysis of secondary structure elements of proteins using indexing techniques,
3DPVT02(812-821).
WWW Version. 0206 BibRef

Pedersen, L., Ersbřll, B.K.,
Protein Spot Correspondence in Two-dimensional Electrophoresis Gels,
SCIA01(P-W3A). 0206 BibRef

Fischer, D., Lin, S.L., Nusainov, R., Wolfson, H.,
Docking of protein molecules,
ICPR94(B:145-149).
WWW Version. 9410 BibRef

Vargas, J.R.[J. Reynaldo], Appel, R.D.[Ron D.], Hochstrasser, D.F.[Denis F.], Pellegrini, C.[Christian],
Modeling and quantification of protein maps by Gaussian fitting,
CAIP93(627-633).
WWW Version. 9309 BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Blood Cells, Counting, Extraction, Analysis .


Last update:Aug 16, 2008 at 14:24:48