-
1
-
-
77950418344
-
Research on plant abiotic stress responses in the post-genome era: past, present and future
-
Hirayama T, Shinozaki K, (2010) Research on plant abiotic stress responses in the post-genome era: past, present and future. The Plant Journal 61: 1041-1052.
-
(2010)
The Plant Journal
, vol.61
, pp. 1041-1052
-
-
Hirayama, T.1
Shinozaki, K.2
-
2
-
-
49949084272
-
Specific and sensitive detection of H. pylori in biological specimens by real-time RT-PCR and in situ hybridization
-
Liu H, Rahman A, Semino-Mora C, Doi SQ, Dubois A, (2008) Specific and sensitive detection of H. pylori in biological specimens by real-time RT-PCR and in situ hybridization. Plos One 3: e2689.
-
(2008)
Plos One
, vol.3
-
-
Liu, H.1
Rahman, A.2
Semino-Mora, C.3
Doi, S.Q.4
Dubois, A.5
-
3
-
-
77958567353
-
RT-PCR assays for seven serotypes of epizootic haemorrhagic disease virus & their use to type strains from the Mediterranean Region and North America
-
Maan NS, Maan S, Nomikou K, Johnson DJ, El Harrak M, et al. (2010) RT-PCR assays for seven serotypes of epizootic haemorrhagic disease virus & their use to type strains from the Mediterranean Region and North America. Plos One 5: e12782.
-
(2010)
Plos One
, vol.5
-
-
Maan, N.S.1
Maan, S.2
Nomikou, K.3
Johnson, D.J.4
El Harrak, M.5
-
4
-
-
77953468729
-
Northern blotting techniques for small RNAs
-
Blevins T, (2010) Northern blotting techniques for small RNAs. Methods Mol Biol 631: 87-107.
-
(2010)
Methods Mol Biol
, vol.631
, pp. 87-107
-
-
Blevins, T.1
-
6
-
-
0028806048
-
Quantitative monitoring of gene expression patterns with a complementary DNA microarray
-
Schena M, Shalon D, Davis RW, Brown PO, (1995) Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science 270: 467-470.
-
(1995)
Science
, vol.270
, pp. 467-470
-
-
Schena, M.1
Shalon, D.2
Davis, R.W.3
Brown, P.O.4
-
7
-
-
0036405278
-
DNA microarray technology: devices, systems, and applications
-
Heller MJ, (2002) DNA microarray technology: devices, systems, and applications. Annual Review of Biomedical Engineering 4: 129-153.
-
(2002)
Annual Review of Biomedical Engineering
, vol.4
, pp. 129-153
-
-
Heller, M.J.1
-
8
-
-
65849488472
-
Intra-platform repeatability and inter-platform comparability of microRNA microarray technology
-
Sato F, Tsuchiya S, Terasawa K, Tsujimoto G, (2009) Intra-platform repeatability and inter-platform comparability of microRNA microarray technology. Plos One 4: e5540.
-
(2009)
Plos One
, vol.4
-
-
Sato, F.1
Tsuchiya, S.2
Terasawa, K.3
Tsujimoto, G.4
-
9
-
-
0036679053
-
Monitoring the expression profiles of 7000 Arabidopsis genes under drought, cold and high-salinity stresses using a full-length cDNA microarray
-
Seki M, Narusaka M, Ishida J, Nanjo T, Fujita M, et al. (2002) Monitoring the expression profiles of 7000 Arabidopsis genes under drought, cold and high-salinity stresses using a full-length cDNA microarray. The Plant Journal 31: 279-292.
-
(2002)
The Plant Journal
, vol.31
, pp. 279-292
-
-
Seki, M.1
Narusaka, M.2
Ishida, J.3
Nanjo, T.4
Fujita, M.5
-
10
-
-
34247200577
-
The AtGenExpress global stress expression data set: protocols, evaluation and model data analysis of UV-B light, drought and cold stress responses
-
Kilian J, Whitehead D, Horak J, Wanke D, Weinl S, et al. (2007) The AtGenExpress global stress expression data set: protocols, evaluation and model data analysis of UV-B light, drought and cold stress responses. The Plant Journal 50: 347-363.
-
(2007)
The Plant Journal
, vol.50
, pp. 347-363
-
-
Kilian, J.1
Whitehead, D.2
Horak, J.3
Wanke, D.4
Weinl, S.5
-
12
-
-
35748932917
-
A review of feature selection techniques in bioinformatics
-
Saeys Y, Inza I, Larra aga P, (2007) A review of feature selection techniques in bioinformatics. Bioinformatics 23: 2507-2517.
-
(2007)
Bioinformatics
, vol.23
, pp. 2507-2517
-
-
Saeys, Y.1
Inza, I.2
Larra aga, P.3
-
13
-
-
80053283605
-
A Comparison of Methods for Classifying Clinical Samples Based on Proteomics Data: A Case Study for Statistical and Machine Learning Approaches
-
Sampson DL, Parker TJ, Upton Z, Hurst CP, (2011) A Comparison of Methods for Classifying Clinical Samples Based on Proteomics Data: A Case Study for Statistical and Machine Learning Approaches. Plos One 6: e24973.
-
(2011)
Plos One
, vol.6
-
-
Sampson, D.L.1
Parker, T.J.2
Upton, Z.3
Hurst, C.P.4
-
14
-
-
67649587128
-
Theoretical analysis on feature extraction capability of class-augmented PCA
-
Park MS, Choi JY, (2009) Theoretical analysis on feature extraction capability of class-augmented PCA. Pattern recognition 42: 2353-2362.
-
(2009)
Pattern Recognition
, vol.42
, pp. 2353-2362
-
-
Park, M.S.1
Choi, J.Y.2
-
15
-
-
63549098588
-
Identification of differential gene pathways with principal component analysis
-
Ma S, Kosorok MR, (2009) Identification of differential gene pathways with principal component analysis. Bioinformatics 25: 882-889.
-
(2009)
Bioinformatics
, vol.25
, pp. 882-889
-
-
Ma, S.1
Kosorok, M.R.2
-
16
-
-
77952286275
-
Integrating gene expression and GO classification for PCA by preclustering
-
de Haan J, Piek E, van Schaik R, de Vlieg J, Bauerschmidt S, et al. (2010) Integrating gene expression and GO classification for PCA by preclustering. BMC bioinformatics 11: 158.
-
(2010)
BMC Bioinformatics
, vol.11
, pp. 158
-
-
de Haan, J.1
Piek, E.2
van Schaik, R.3
de Vlieg, J.4
Bauerschmidt, S.5
-
17
-
-
4143055775
-
Potentialities of multivariate approaches in genome-based cancer research: identification of candidate genes for new diagnostics by PLS discriminant analysis
-
Musumarra G, Barresi V, Condorelli DF, Fortuna CG, Scire S, (2004) Potentialities of multivariate approaches in genome-based cancer research: identification of candidate genes for new diagnostics by PLS discriminant analysis. Journal of Chemometrics 18: 125-132.
-
(2004)
Journal of Chemometrics
, vol.18
, pp. 125-132
-
-
Musumarra, G.1
Barresi, V.2
Condorelli, D.F.3
Fortuna, C.G.4
Scire, S.5
-
18
-
-
33846515112
-
Partial least squares: a versatile tool for the analysis of high-dimensional genomic data
-
Boulesteix AL, Strimmer K, (2007) Partial least squares: a versatile tool for the analysis of high-dimensional genomic data. Briefings in Bioinformatics 8: 32-44.
-
(2007)
Briefings in Bioinformatics
, vol.8
, pp. 32-44
-
-
Boulesteix, A.L.1
Strimmer, K.2
-
20
-
-
77949527718
-
Generalized power method for sparse principal component analysis
-
Journée M, Nesterov Y, Richtarik P, Sepulchre R, (2010) Generalized power method for sparse principal component analysis. The Journal of Machine Learning Research 11: 517-553.
-
(2010)
The Journal of Machine Learning Research
, vol.11
, pp. 517-553
-
-
Journée, M.1
Nesterov, Y.2
Richtarik, P.3
Sepulchre, R.4
-
21
-
-
78650245184
-
Sparse two-dimensional local discriminant projections for feature extraction
-
Lai ZH, Wan MH, Jin Z, Yang JA, (2011) Sparse two-dimensional local discriminant projections for feature extraction. Neurocomputing 74: 629-637.
-
(2011)
Neurocomputing
, vol.74
, pp. 629-637
-
-
Lai, Z.H.1
Wan, M.H.2
Jin, Z.3
Yang, J.A.4
-
22
-
-
77949425006
-
Clustering and feature selection using sparse principal component analysis
-
Luss R, d'Aspremont A, (2010) Clustering and feature selection using sparse principal component analysis. Optimization and Engineering 11: 145-157.
-
(2010)
Optimization and Engineering
, vol.11
, pp. 145-157
-
-
Luss, R.1
d'Aspremont, A.2
-
23
-
-
70149096300
-
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
-
Witten DM, Tibshirani R, Hastie T, (2009) A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics 10: 515-534.
-
(2009)
Biostatistics
, vol.10
, pp. 515-534
-
-
Witten, D.M.1
Tibshirani, R.2
Hastie, T.3
-
24
-
-
84862820033
-
Extracting plants core genes responding to abiotic stresses by penalized matrix decomposition
-
DOI = '10.1016/j.compbiomed.2012.1002.1002'
-
Liu JX, Zheng CH, Xu Y, (2012) Extracting plants core genes responding to abiotic stresses by penalized matrix decomposition. Computers in Biology and Medicine:DOI = '10.1016/j.compbiomed.2012.1002.1002'.
-
(2012)
Computers in Biology and Medicine:
-
-
Liu, J.X.1
Zheng, C.H.2
Xu, Y.3
-
25
-
-
79959258968
-
Sparse PLS Discriminant Analysis: biologically relevant feature selection and graphical displays for multiclass problems
-
Le Cao KA, Boitard S, Besse P, (2011) Sparse PLS Discriminant Analysis: biologically relevant feature selection and graphical displays for multiclass problems. BMC bioinformatics 12: 253.
-
(2011)
BMC Bioinformatics
, vol.12
, pp. 253
-
-
Le Cao, K.A.1
Boitard, S.2
Besse, P.3
-
27
-
-
0036487285
-
Why can LDA be performed in PCA transformed space?
-
Yang H, Yang JY, (2003) Why can LDA be performed in PCA transformed space? Pattern recognition 36: 563-566.
-
(2003)
Pattern Recognition
, vol.36
, pp. 563-566
-
-
Yang, H.1
Yang, J.Y.2
-
28
-
-
0034069495
-
Gene Ontology: tool for the unification of biology
-
Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, et al. (2000) Gene Ontology: tool for the unification of biology. Nature genetics 25: 25-29.
-
(2000)
Nature Genetics
, vol.25
, pp. 25-29
-
-
Ashburner, M.1
Ball, C.A.2
Blake, J.A.3
Botstein, D.4
Butler, H.5
-
29
-
-
12344269924
-
TermFinder - open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes
-
Boyle EI, Weng SA, Gollub J, Jin H, Botstein D, et al. (2004) TermFinder- open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes. Bioinformatics 20: 3710-3715.
-
(2004)
Bioinformatics
, vol.20
, pp. 3710-3715
-
-
Boyle, E.I.1
Weng, S.A.2
Gollub, J.3
Jin, H.4
Botstein, D.5
-
30
-
-
43049086717
-
Sparse principal component analysis via regularized low rank matrix approximation
-
Shen H, Huang JZ, (2008) Sparse principal component analysis via regularized low rank matrix approximation. Journal of multivariate analysis 99: 1015-1034.
-
(2008)
Journal of Multivariate Analysis
, vol.99
, pp. 1015-1034
-
-
Shen, H.1
Huang, J.Z.2
-
31
-
-
0347968038
-
NASCArrays: a repository for microarray data generated by NASC's transcriptomics service
-
Craigon DJ, James N, Okyere J, Higgins J, Jotham J, et al. (2004) NASCArrays: a repository for microarray data generated by NASC's transcriptomics service. Nucleic Acids Research 32: D575-D577.
-
(2004)
Nucleic Acids Research
, vol.32
-
-
Craigon, D.J.1
James, N.2
Okyere, J.3
Higgins, J.4
Jotham, J.5
-
32
-
-
10844290766
-
A model-based background adjustment for oligonucleotide expression arrays
-
Wu Z, Irizarry RA, Gentleman R, Martinez-Murillo F, Spencer F, (2004) A model-based background adjustment for oligonucleotide expression arrays. Journal of the American Statistical Association 99: 909-917.
-
(2004)
Journal of the American Statistical Association
, vol.99
, pp. 909-917
-
-
Wu, Z.1
Irizarry, R.A.2
Gentleman, R.3
Martinez-Murillo, F.4
Spencer, F.5
-
33
-
-
0000802374
-
The approximation of one matrix by another of lower rank
-
Eckart C, Young G, (1936) The approximation of one matrix by another of lower rank. Psychometrika 1: 211-218.
-
(1936)
Psychometrika
, vol.1
, pp. 211-218
-
-
Eckart, C.1
Young, G.2
|