-
1
-
-
42349112088
-
Genome-wide association studies for complex traits: Consensus, uncertainty and challenges
-
McCarthy MI et al (2008) Genome-wide association studies for complex traits: Consensus, uncertainty and challenges. Nat Rev Genet 9:356-369
-
(2008)
Nat Rev Genet
, vol.9
, pp. 356-369
-
-
McCarthy, M.I.1
-
2
-
-
70349956433
-
Finding the missing heritability of complex diseases
-
Manolio TA (2009) Finding the missing heritability of complex diseases. Nature 461:747-753
-
(2009)
Nature
, vol.461
, pp. 747-753
-
-
Manolio, T.A.1
-
3
-
-
77949497074
-
Bioinformatics challenges for genome-wide association studies
-
Moore JH, Asselbergs FW, Williams SM (2010) Bioinformatics challenges for genome-wide association studies. Bioinformatics 26:445-455
-
(2010)
Bioinformatics
, vol.26
, pp. 445-455
-
-
Moore, J.H.1
Asselbergs, F.W.2
Williams, S.M.3
-
4
-
-
84862909349
-
Five years of GWAS discovery
-
Visscher PM et al (2012) Five years of GWAS discovery. Am J Hum Genet 90:7-24
-
(2012)
Am J Hum Genet
, vol.90
, pp. 7-24
-
-
Visscher, P.M.1
-
6
-
-
0033879555
-
The use of a genetic algorithm for simultaneous mapping of multiple interacting quantitative trait loci
-
Carlborg Ö, Andersson L, Kinghorn BP (2000) The use of a genetic algorithm for simultaneous mapping of multiple interacting quantitative trait loci. Genetics 155:2003-2010
-
(2000)
Genetics
, vol.155
, pp. 2003-2010
-
-
Carlborg, Ö.1
Andersson, L.2
Kinghorn, B.P.3
-
7
-
-
33744937046
-
Machine learning for detecting gene-gene interactions
-
McKinney BA et al (2006) Machine learning for detecting gene-gene interactions. Appl Bioinformatics 5:77-88
-
(2006)
Appl Bioinformatics
, vol.5
, pp. 77-88
-
-
McKinney, B.A.1
-
8
-
-
38049086193
-
Genome-wide genetic analysis using genetic programming: The critical need for expert knowledge
-
Riolo R, Soule T, Worzel B (eds I.V Springer, New York
-
Moore JH, White B (2007) Genome-wide genetic analysis using genetic programming: The critical need for expert knowledge. In: Riolo R, Soule T, Worzel B (eds) Genetic programming theory and practice IV. Springer, New York, pp 11-28
-
(2007)
Genetic programming theory and practice
, pp. 11-28
-
-
Moore, J.H.1
White, B.2
-
9
-
-
62549085618
-
Human genetic variation and its contribution to complex traits
-
Frazer KA et al (2009) Human genetic variation and its contribution to complex traits. Nat Rev Genet 10:241-251
-
(2009)
Nat Rev Genet
, vol.10
, pp. 241-251
-
-
Frazer, K.A.1
-
10
-
-
77952557918
-
Missing heritability and strategies for finding the underlying causes of complex disease
-
Eichler EE et al (2010) Missing heritability and strategies for finding the underlying causes of complex disease. Nat Rev Genet 11:446-450
-
(2010)
Nat Rev Genet
, vol.11
, pp. 446-450
-
-
Eichler, E.E.1
-
11
-
-
3442894519
-
Epistasis: Too often neglected in complex trait studies?
-
Carlborg Ö, Haley CS (2004) Epistasis: Too often neglected in complex trait studies? Nat Rev Genet 5:618-625
-
(2004)
Nat Rev Genet
, vol.5
, pp. 618-625
-
-
Carlborg, Ö.1
Haley, C.S.2
-
12
-
-
54149088214
-
Epistasis - The essential role of gene interactions in the structure and evolution of genetic systems
-
Phillips P (2008) Epistasis-the essential role of gene interactions in the structure and evolution of genetic systems. Nat Rev Genet 9:855-867
-
(2008)
Nat Rev Genet
, vol.9
, pp. 855-867
-
-
Phillips, P.1
-
13
-
-
67349166946
-
Detecting gene-gene interactions that underlie human diseases
-
Cordell HJ (2009) Detecting gene-gene interactions that underlie human diseases. Nat Rev Genet 10:392-404
-
(2009)
Nat Rev Genet
, vol.10
, pp. 392-404
-
-
Cordell, H.J.1
-
14
-
-
77949772292
-
Gene-environment-wide association studies: Emerging approaches
-
Thomas D (2010) Gene-environment-wide association studies: Emerging approaches. Nat Rev Genet 11:259-272
-
(2010)
Nat Rev Genet
, vol.11
, pp. 259-272
-
-
Thomas, D.1
-
15
-
-
0001201756
-
Some studies in machine learning using the game of checkers
-
Samuel AL (1959) Some studies in machine learning using the game of checkers. IBM J Res Dev 3:210-229
-
(1959)
IBM J Res Dev
, vol.3
, pp. 210-229
-
-
Samuel, A.L.1
-
17
-
-
0002568507
-
Genetic programming as a means for programming computers by natural selection
-
Koza JR (1992) Genetic programming as a means for programming computers by natural selection. Statistics Computing 4:87-112
-
(1992)
Statistics Computing
, vol.4
, pp. 87-112
-
-
Koza, J.R.1
-
18
-
-
0036139278
-
Gene selection for sample classification based on gene expression data: Study of sensitivity to choice of parameters of the GA/KNN method
-
Li L et al (2001)Gene selection for sample classification based on gene expression data: Study of sensitivity to choice of parameters of the GA/KNN method. Bioinformatics 17:1131-1142
-
(2001)
Bioinformatics
, vol.17
, pp. 1131-1142
-
-
Li, L.1
-
19
-
-
0029025720
-
An APL-programmed genetic algorithm for the prediction of RNA secondary structure
-
van Batenburg FH, Gultyaev AP, Pleij CW (1995) An APL-programmed genetic algorithm for the prediction of RNA secondary structure. J Theor Biol 174:269-280
-
(1995)
J Theor Biol
, vol.174
, pp. 269-280
-
-
Van Batenburg, F.H.1
Gultyaev, A.P.2
Pleij, C.W.3
-
20
-
-
0037116832
-
Use of proteomic patterns in serum to identify ovarian cancer
-
Petricoin EF et al (2002) Use of proteomic patterns in serum to identify ovarian cancer. Lancet 359:572-577
-
(2002)
Lancet
, vol.359
, pp. 572-577
-
-
Petricoin, E.F.1
-
21
-
-
3543076921
-
Application of the GA/KNN method to SELDI proteomics data
-
Li L et al (2004) Application of the GA/KNN method to SELDI proteomics data. Bioinformatics 20:1638-1640
-
(2004)
Bioinformatics
, vol.20
, pp. 1638-1640
-
-
Li, L.1
-
22
-
-
77349125229
-
Ridge regression based hybrid genetic algorithms for multilocus quantitative trait mapping
-
Zhang B, Horvath S (2005) Ridge regression based hybrid genetic algorithms for multilocus quantitative trait mapping. Int J Bioinform Res Appl 3:261-272
-
(2005)
Int J Bioinform Res Appl
, vol.3
, pp. 261-272
-
-
Zhang, B.1
Horvath, S.2
-
23
-
-
72549113983
-
Variable selection method for quantitative trait analysis based on parallel genetic algorithm
-
Mukhopadhyay S, George V, Xu H (2010) Variable selection method for quantitative trait analysis based on parallel genetic algorithm. Ann Hum Genet 74:88-96
-
(2010)
Ann Hum Genet
, vol.74
, pp. 88-96
-
-
Mukhopadhyay, S.1
George, V.2
Xu, H.3
-
24
-
-
36949021059
-
Detecting high-order interactions of single nucleotide polymorphisms using genetic programming
-
Nunkesser R et al (2007) Detecting high-order interactions of single nucleotide polymorphisms using genetic programming. Bioinformatics 23:3280-3288
-
(2007)
Bioinformatics
, vol.23
, pp. 3280-3288
-
-
Nunkesser, R.1
-
29
-
-
84991833843
-
-
3rd edn. Morgan Kaufmann, Burlington, MA
-
Witten I, Frank E, Hall MA (2011) Data mining. Practical machine learning tools and techniques, 3rd edn. Morgan Kaufmann, Burlington, MA
-
(2011)
Data mining. Practical machine learning tools and techniques
-
-
Witten, I.1
Frank, E.2
Hall, M.A.3
-
30
-
-
68949154557
-
Feature selection with ensembles, artificial variables and redundancy elimination
-
Tuv E et al (2009) Feature selection with ensembles, artificial variables and redundancy elimination. J Machine Learning Res 10:1341-1366
-
(2009)
J Machine Learning Res
, vol.10
, pp. 1341-1366
-
-
Tuv, E.1
-
31
-
-
37549036292
-
Monte Carlo feature selection for supervised classification
-
Dramiń ski M et al (2008) Monte Carlo feature selection for supervised classification. Bioinformatics 24:110-117
-
(2008)
Bioinformatics
, vol.24
, pp. 110-117
-
-
Dramiński, M.1
-
32
-
-
78751482231
-
Computational analysis of molecular interaction networks underlying change of HIV-1 resistance to selected reverse transcriptase inhibitors
-
Kierczak M et al (2010) Computational analysis of molecular interaction networks underlying change of HIV-1 resistance to selected reverse transcriptase inhibitors. Bioinform Biol Insights 4:137-145
-
(2010)
Bioinform Biol Insights
, vol.4
, pp. 137-145
-
-
Kierczak, M.1
-
33
-
-
0642368712
-
Optimization of neural network architecture using genetic programming improves detection and modelling of gene-gene interactions in studies of human diseases
-
Ritchie MD et al (2003) Optimization of neural network architecture using genetic programming improves detection and modelling of gene-gene interactions in studies of human diseases. BMC Bioinformatics 4:28
-
(2003)
BMC Bioinformatics
, vol.4
, pp. 28
-
-
Ritchie, M.D.1
-
34
-
-
24644454835
-
Can neural network constraints in GP provide power to detect genes associated with human disease?
-
Bush WS et al (2005) Can neural network constraints in GP provide power to detect genes associated with human disease? Lecture Notes Computer Sci 3449:44-53
-
(2005)
Lecture Notes Computer Sci
, vol.3449
, pp. 44-53
-
-
Bush, W.S.1
-
35
-
-
0345040873
-
Classification and regression by random Forest
-
Liaw A, Wiener M (2002) Classification and regression by randomForest. R News 2:18-22
-
(2002)
R News
, vol.2
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
|