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BMCBI
2008
153views more  BMCBI 2008»
15 years 6 months ago
AWclust: point-and-click software for non-parametric population structure analysis
Background: Population structure analysis is important to genetic association studies and evolutionary investigations. Parametric approaches, e.g. STRUCTURE and L-POP, usually ass...
Xiaoyi Gao, Joshua D. Starmer
SDM
2009
SIAM
161views Data Mining» more  SDM 2009»
16 years 3 months ago
Polynomial-Delay and Polynomial-Space Algorithms for Mining Closed Sequences, Graphs, and Pictures in Accessible Set Systems.
In this paper, we study efficient closed pattern mining in a general framework of set systems, which are families of subsets ordered by set-inclusion with a certain structure, pro...
Hiroki Arimura, Takeaki Uno
IPSN
2005
Springer
15 years 11 months ago
A robust architecture for distributed inference in sensor networks
— Many inference problems that arise in sensor networks require the computation of a global conclusion that is consistent with local information known to each node. A large class...
Mark A. Paskin, Carlos Guestrin, Jim McFadden
UAI
2003
15 years 7 months ago
Strong Faithfulness and Uniform Consistency in Causal Inference
A fundamental question in causal inference is whether it is possible to reliably infer the manipulation effects from observational data. There are a variety of senses of asymptot...
Jiji Zhang, Peter Spirtes
KBSE
2008
IEEE
16 years 12 days ago
Automatic Inference of Frame Axioms Using Static Analysis
Many approaches to software verification are currently semi-automatic: a human must provide key logical insights — e.g., loop invariants, class invariants, and frame axioms tha...
Zvonimir Rakamaric, Alan J. Hu