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135
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CPM
2009
Springer
122views Combinatorics» more  CPM 2009»
15 years 10 months ago
Haplotype Inference Constrained by Plausible Haplotype Data
The haplotype inference problem (HIP) asks to find a set of haplotypes which resolve a given set of genotypes. This problem is of enormous importance in many practical fields, su...
Michael R. Fellows, Tzvika Hartman, Danny Hermelin...
145
Voted
BMCBI
2006
103views more  BMCBI 2006»
15 years 3 months ago
Statistical inference of chromosomal homology based on gene colinearity and applications to Arabidopsis and rice
Background: The identification of chromosomal homology will shed light on such mysteries of genome evolution as DNA duplication, rearrangement and loss. Several approaches have be...
Xiyin Wang, Xiaoli Shi, Zhe Li, Qihui Zhu, Lei Kon...
154
Voted
BMCBI
2011
14 years 7 months ago
Inference of Chromosome-Specific Copy Numbers Using Population Haplotypes
Background: Using microarray and sequencing platforms, a large number of copy number variations (CNVs) have been identified in humans. In practice, because our human genome is a d...
Yao-Ting Huang, Min-Han Wu
95
Voted
ISIPTA
2003
IEEE
15 years 8 months ago
Relevance of Qualitative Constraints in Diagnostic Processes
This paper reviews recent results obtained in the medical diagnosis field by adding to a coherent inference process qualitative constraints. Such further considerations turn out ...
Andrea Capotorti
170
Voted
JMLR
2010
163views more  JMLR 2010»
14 years 10 months ago
Dense Message Passing for Sparse Principal Component Analysis
We describe a novel inference algorithm for sparse Bayesian PCA with a zero-norm prior on the model parameters. Bayesian inference is very challenging in probabilistic models of t...
Kevin Sharp, Magnus Rattray