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» New Algorithms for Statistical Analysis of Interval Data
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ITC
2003
IEEE
126views Hardware» more  ITC 2003»
15 years 5 months ago
Diagnosis-Based Post-Silicon Timing Validation Using Statistical Tools and Methodologies
This paper describes a new post-silicon validation problem for diagnosing systematic timing errors. We illustrate the differences between timing validation and the traditional log...
Angela Krstic, Li-C. Wang, Kwang-Ting Cheng, T. M....
ICANNGA
2009
Springer
134views Algorithms» more  ICANNGA 2009»
15 years 6 months ago
A Generative Model for Self/Non-self Discrimination in Strings
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
Matti Pöllä
CEC
2008
IEEE
15 years 6 months ago
Distributed multi-relational data mining based on genetic algorithm
—An efficient algorithm for mining important association rule from multi-relational database using distributed mining ideas. Most existing data mining approaches look for rules i...
Wenxiang Dou, Jinglu Hu, Kotaro Hirasawa, Gengfeng...
MLDM
2005
Springer
15 years 5 months ago
SSC: Statistical Subspace Clustering
Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a dataset. This is a particularly important challenge with...
Laurent Candillier, Isabelle Tellier, Fabien Torre...
JMLR
2012
13 years 2 months ago
A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models
The development of accurate models and efficient algorithms for the analysis of multivariate categorical data are important and longstanding problems in machine learning and compu...
Mohammad Emtiyaz Khan, Shakir Mohamed, Benjamin M....