Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data

[1] Leung MKK(2016)Machine learning in genomic medicine: a review of computational problems and data sets Proc IEEE 104 176-197

[2] Delong A(2018)The high-throughput analyses era: Are we ready for the data struggle? High Throughput 7 8-49

[3] Alipanahi B(2008)The properties of high-dimensional data spaces: implications for exploring gene and protein expression data Nat Rev Cancer 8 37-332

[4] Frey BJ(2015)Machine learning applications in genetics and genomics Nat Rev Genet 16 321-87

[5] D’Argenio V(2012)A few useful things to know about machine learning Commun ACM 55 78-19445

[6] Clarke R(2017)Feature selection: a data perspective ACM Comput Surv 50 94-271

[7] Ressom HW(1997)Selection of relevant features and examples in machine learning Artif Intell 97 245-198363

[8] Wang A(2015)A review of feature selection and feature extraction methods applied on microarray data Adv Bioinform 2015 198363-2517

[9] Xuan J(2007)A review of feature selection techniques in bioinformatics Bioinformatics 23 2507-55

[10] Liu MC(1997)Overcoming the myopia of inductive learning algorithms with relieff Appl Intell 7 39-29

[1] Leung MKK(2016)Machine learning in genomic medicine: a review of computational problems and data sets Proc IEEE 104 176-197

[2] Delong A(2018)The high-throughput analyses era: Are we ready for the data struggle? High Throughput 7 8-49

[3] Alipanahi B(2008)The properties of high-dimensional data spaces: implications for exploring gene and protein expression data Nat Rev Cancer 8 37-332

[4] Frey BJ(2015)Machine learning applications in genetics and genomics Nat Rev Genet 16 321-87

[5] D’Argenio V(2012)A few useful things to know about machine learning Commun ACM 55 78-19445

[6] Clarke R(2017)Feature selection: a data perspective ACM Comput Surv 50 94-271

[7] Ressom HW(1997)Selection of relevant features and examples in machine learning Artif Intell 97 245-198363

[8] Wang A(2015)A review of feature selection and feature extraction methods applied on microarray data Adv Bioinform 2015 198363-2517

[9] Xuan J(2007)A review of feature selection techniques in bioinformatics Bioinformatics 23 2507-55

[10] Liu MC(1997)Overcoming the myopia of inductive learning algorithms with relieff Appl Intell 7 39-29