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» Structured Relation Discovery using Generative Models
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UAI
2003
15 years 8 months ago
Large-Sample Learning of Bayesian Networks is NP-Hard
In this paper, we provide new complexity results for algorithms that learn discrete-variable Bayesian networks from data. Our results apply whenever the learning algorithm uses a ...
David Maxwell Chickering, Christopher Meek, David ...
CCS
2006
ACM
15 years 10 months ago
Multi-signatures in the plain public-Key model and a general forking lemma
A multi-signature scheme enables a group of signers to produce a compact, joint signature on a common document, and has many potential uses. However, existing schemes impose key s...
Mihir Bellare, Gregory Neven
ICML
2007
IEEE
16 years 7 months ago
An integrated approach to feature invention and model construction for drug activity prediction
We present a new machine learning approach for 3D-QSAR, the task of predicting binding affinities of molecules to target proteins based on 3D structure. Our approach predicts bind...
David Page, Jesse Davis, Soumya Ray, Vítor ...
HICSS
2007
IEEE
134views Biometrics» more  HICSS 2007»
16 years 1 months ago
Modeling Enablers for Successful KM Implementation
Knowledge is recognized as a critical resource to gain and sustain competitive advantage in business. While many organizations are employing knowledge management (KM) initiatives,...
Vittal S. Anantatmula, Shivraj Kanungo
BMCBI
2008
128views more  BMCBI 2008»
15 years 6 months ago
HAPSIMU: a genetic simulation platform for population-based association studies
Background: Population structure is an important cause leading to inconsistent results in population-based association studies (PBAS) of human diseases. Various statistical method...
Feng Zhang, Jianfeng Liu, Jie Chen, Hong-Wen Deng