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» Generalization Methods in Bioinformatics
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ISBRA
2009
Springer
15 years 9 months ago
Imputation-Based Local Ancestry Inference in Admixed Populations
Abstract. Accurate inference of local ancestry from whole-genome genetic variation data is critical for understanding the history of admixed human populations and detecting SNPs as...
Bogdan Pasaniuc, Justin Kennedy, Ion I. Mandoiu
123
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WAIM
2010
Springer
15 years 26 days ago
HyperGraphDB: A Generalized Graph Database
We present HyperGraphDB, a novel graph database based on generalized hypergraphs where hyperedges can contain other hyperedges. This generalization automatically reifies every ent...
Borislav Iordanov
SSPR
2004
Springer
15 years 7 months ago
Learning from General Label Constraints
Most machine learning algorithms are designed either for supervised or for unsupervised learning, notably classification and clustering. Practical problems in bioinformatics and i...
Tijl De Bie, Johan A. K. Suykens, Bart De Moor
BMCBI
2008
110views more  BMCBI 2008»
15 years 2 months ago
Assessment of composite motif discovery methods
Background: Computational discovery of regulatory elements is an important area of bioinformatics research and more than a hundred motif discovery methods have been published. Tra...
Kjetil Klepper, Geir Kjetil Sandve, Osman Abul, Jo...
BIOINFORMATICS
2005
151views more  BIOINFORMATICS 2005»
15 years 2 months ago
Differential and trajectory methods for time course gene expression data
Motivation: The issue of high dimensionality in microarray data has been, and remains, a hot topic in statistical and computational analysis. Efficient gene filtering and differen...
Yulan Liang, Bamidele Tayo, Xueya Cai, Arpad Kelem...