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IJCAI
2007
15 years 1 months ago
Parametric Kernels for Sequence Data Analysis
A key challenge in applying kernel-based methods for discriminative learning is to identify a suitable kernel given a problem domain. Many methods instead transform the input data...
Young-In Shin, Donald S. Fussell
CC
2005
Springer
123views System Software» more  CC 2005»
15 years 5 months ago
XML Goes Native: Run-Time Representations for Xtatic
Abstract. Xtatic is a lightweight extension of C offering native support for statically typed XML processing. XML trees are built-in values in Xtatic, and static analysis of the t...
Vladimir Gapeyev, Michael Y. Levin, Benjamin C. Pi...
BMCBI
2011
14 years 3 months ago
A Simple Approach to Ranking Differentially Expressed Gene Expression Time Courses through Gaussian Process Regression
Background: The analysis of gene expression from time series underpins many biological studies. Two basic forms of analysis recur for data of this type: removing inactive (quiet) ...
Alfredo A. Kalaitzis, Neil D. Lawrence
ECCV
2004
Springer
16 years 1 months ago
Transformation-Invariant Embedding for Image Analysis
Abstract. Dimensionality reduction is an essential aspect of visual processing. Traditionally, linear dimensionality reduction techniques such as principle components analysis have...
Ali Ghodsi, Jiayuan Huang, Dale Schuurmans
ICCAD
2006
IEEE
141views Hardware» more  ICCAD 2006»
15 years 8 months ago
An accurate sparse matrix based framework for statistical static timing analysis
Statistical Static Timing Analysis has received wide attention recently and emerged as a viable technique for manufacturability analysis. To be useful, however, it is important th...
Anand Ramalingam, Gi-Joon Nam, Ashish Kumar Singh,...