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113
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SAIG
2000
Springer
15 years 4 months ago
Generating Data Analysis Programs from Statistical Models
Extracting information from data, often also called data analysis, is an important scienti c task. Statistical approaches, which use methods from probability theory and numerical a...
Bernd Fischer 0002, Johann Schumann, Thomas Pressb...
JAIR
2002
122views more  JAIR 2002»
15 years 10 days ago
Competitive Safety Analysis: Robust Decision-Making in Multi-Agent Systems
Much work in AI deals with the selection of proper actions in a given (known or unknown) environment. However, the way to select a proper action when facing other agents is quite ...
Moshe Tennenholtz
125
Voted
BMCBI
2010
113views more  BMCBI 2010»
15 years 8 days ago
Probabilistic Principal Component Analysis for Metabolomic Data
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
Gift Nyamundanda, Lorraine Brennan, Isobel Claire ...
HPCA
2004
IEEE
16 years 1 months ago
Wavelet Analysis for Microprocessor Design: Experiences with Wavelet-Based dI/dt Characterization
As microprocessors become increasingly complex, the techniques used to analyze and predict their behavior must become increasingly rigorous. This paper applies wavelet analysis te...
Russ Joseph, Zhigang Hu, Margaret Martonosi
96
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BMCBI
2007
97views more  BMCBI 2007»
15 years 24 days ago
In situ analysis of cross-hybridisation on microarrays and the inference of expression correlation
Background: Microarray co-expression signatures are an important tool for studying gene function and relations between genes. In addition to genuine biological co-expression, corr...
Tineke Casneuf, Yves Van de Peer, Wolfgang Huber