Gene-Gene Interaction Tests Using SVM and Neural Network Modeling
暂无分享,去创建一个
[1] Gunnar Rätsch,et al. Engineering Support Vector Machine Kerneis That Recognize Translation Initialion Sites , 2000, German Conference on Bioinformatics.
[2] J. Witte,et al. Genetic dissection of complex traits , 1996, Nature Genetics.
[3] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[4] Nelli Shimko,et al. Bootstrap Inference with Neural-Network Modeling for Gene-Disease Association Testing , 2006, 2006 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology.
[5] N. Schork,et al. Genetics of complex disease: approaches, problems, and solutions. , 1997, American journal of respiratory and critical care medicine.
[6] C. Carlson,et al. Mapping complex disease loci in whole-genome association studies , 2004, Nature.
[7] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[8] Alfonso Palmer,et al. Numeric sensitivity analysis applied to feedforward neural networks , 2003, Neural Computing & Applications.
[9] N. Risch. Searching for genetic determinants in the new millennium , 2000, Nature.
[10] N. Schork,et al. Single nucleotide polymorphisms and the future of genetic epidemiology , 2000, Clinical genetics.
[11] Thorsten Joachims,et al. Making large scale SVM learning practical , 1998 .
[12] N. Schork,et al. Who's afraid of epistasis? , 1996, Nature Genetics.
[13] Scott M. Williams,et al. New strategies for identifying gene-gene interactions in hypertension , 2002, Annals of medicine.
[14] E. Lander,et al. Meta-analysis of genetic association studies supports a contribution of common variants to susceptibility to common disease , 2003, Nature Genetics.
[15] T. Reich,et al. A perspective on epistasis: limits of models displaying no main effect. , 2002, American journal of human genetics.
[16] Lon R. Cardon,et al. The complex interplay among factors that influence allelic association , 2004, Nature Reviews Genetics.
[18] Paula A. Kiberstis,et al. It's Not Just the Genes , 2002, Science.
[19] L. Palmer,et al. Using single nucleotide polymorphisms as a means to understanding the pathophysiology of asthma , 2001, Respiratory research.
[20] J. Witte,et al. Genetic dissection of complex traits. , 1994, Nature genetics.
[21] P. Donnelly,et al. Genome-wide strategies for detecting multiple loci that influence complex diseases , 2005, Nature Genetics.
[22] Scott M. Williams,et al. The use of animal models in the study of complex disease: all else is never equal or why do so many human studies fail to replicate animal findings? , 2004, BioEssays : news and reviews in molecular, cellular and developmental biology.
[23] Jacek M. Zurada,et al. Sensitivity analysis for minimization of input data dimension for feedforward neural network , 1994, Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94.
[24] J. Ott,et al. Mathematical multi-locus approaches to localizing complex human trait genes , 2003, Nature Reviews Genetics.
[25] Federico Girosi,et al. Support Vector Machines: Training and Applications , 1997 .
[26] Bf Buxton,et al. An introduction to support vector machines for data mining , 2001 .
[27] N. Schork. Genetically complex cardiovascular traits. Origins, problems, and potential solutions. , 1997, Hypertension.
[28] Timothy Masters,et al. Practical neural network recipes in C , 1993 .