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Journal of Machine Learning Research, ISSN 1532-4435, 03/2012, Volume 13, pp. 723 - 773
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 04/2010, Volume 11, pp. 1201 - 1242
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2009, Volume 5, pp. 488 - 495
Journal Article
Nucleic acids research, 01/2017, Volume 45, Issue D1, p. D1054
Natural genetic variation makes it possible to discover evolutionary changes that have been maintained in a population because they are advantageous. To... 
Arabidopsis - genetics | Phenotype | Database Management Systems | Databases, Genetic | Genetic Association Studies - methods | Search Engine | Genotype | Software | Web Browser | Arabidopsis - metabolism
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 11/2016, Volume 113, Issue 46, p. E7317
  The ubiquity of nonparental hybrid phenotypes, such as hybrid vigor and hybrid inferiority, has interested biologists for over a century and is of... 
Genotype & phenotype | Genomics | Botany | Plant biology | Flowers & plants | Population genetics
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2011, Volume 12, pp. 2539 - 2561
In this article, we propose a family of efficient kernels for large graphs with discrete node labels. Key to our method is a rapid feature extraction scheme... 
Graph kernels | Graph classification | Similarity measures for graphs | Weisfeiler-Lehman algorithm | graph kernels | graph classification | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | similarity measures for graphs
Journal Article
Bioinformatics, ISSN 1367-4803, 08/2018, Volume 34, Issue 16, pp. 2808 - 2816
Abstract Motivation Large-scale screenings of cancer cell lines with detailed molecular profiles against libraries of pharmacological compounds are currently... 
GENE-EXPRESSION | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | SENSITIVITY PREDICTION | CANCER | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Original Papers
Journal Article
Cell, ISSN 0092-8674, 07/2016, Volume 166, Issue 2, pp. 481 - 491
Journal Article
IEEE Geoscience and Remote Sensing Letters, ISSN 1545-598X, 10/2010, Volume 7, Issue 4, pp. 741 - 745
Journal Article
Bioinformatics, ISSN 1367-4803, 09/2018, Volume 34, Issue 17, pp. i687 - i696
Abstract Motivation Methods based on summary statistics obtained from genome-wide association studies have gained considerable interest in genetics due to the... 
ARABIDOPSIS-THALIANA | BIOCHEMICAL RESEARCH METHODS | LOCI | UNMEASURED SNPS | GENOTYPE DATA | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | DISEASE | MATHEMATICAL & COMPUTATIONAL BIOLOGY | GWAS CATALOG | TRAITS | GENOME-WIDE ASSOCIATION | RESOURCE | HISTORY | Eccb 2018 | European Conference on Computational Biology Proceedings
Journal Article
Journal Article
Methods in molecular biology (Clifton, N.J.), ISSN 1064-3745, 2018, Volume 1819, pp. 93 - 136
Journal Article
Bioinformatics, ISSN 1367-4803, 07/2018, Volume 34, Issue 13, pp. i438 - i446
Abstract Motivation Most modern intensive care units record the physiological and vital signs of patients. These data can be used to extract signatures,... 
BIOMARKERS | MORTALITY | CRITERIA | SCORE | INTERNATIONAL CONSENSUS DEFINITIONS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | SEPTIC SHOCK | SEVERE SEPSIS | Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2009, Volume 5, pp. 368 - 375
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 11/2016, Volume 113, Issue 46, pp. E7317 - E7326
The ubiquity of nonparental hybrid phenotypes, such as hybrid vigor and hybrid inferiority, has interested biologists for over a century and is of considerable... 
Arabidopsis thaliana | GWAS | Heterosis | Half diallel | BIOMASS-RELATED TRAITS | NATURAL-POPULATIONS | MULTIDISCIPLINARY SCIENCES | TRIPLE TESTCROSS DESIGN | half diallel | QUANTITATIVE TRAIT LOCUS | INBREEDING DEPRESSION | heterosis | EPISTATIC LOCI | MISSING HERITABILITY | GRAIN-YIELD | FLOWERING TIME | GENOME-WIDE ASSOCIATION | Biological Sciences | PNAS Plus
Journal Article
Proceedings of the National Academy of Sciences, USA, ISSN 0027-8424, 11/2016, Volume 113, Issue 46, pp. E7317 - E7317
The ubiquity of nonparental hybrid phenotypes, such as hybrid vigor and hybrid inferiority, has interested biologists for over a century and is of considerable... 
Journal Article