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ICML
2010
IEEE
15 years 8 months ago
Gaussian Process Change Point Models
We combine Bayesian online change point detection with Gaussian processes to create a nonparametric time series model which can handle change points. The model can be used to loca...
Yunus Saatci, Ryan Turner, Carl Edward Rasmussen
HICSS
2010
IEEE
258views Biometrics» more  HICSS 2010»
15 years 7 months ago
An Empirical Comparison of Four Text Mining Methods
The amount of textual data that is available for researchers and businesses to analyze is increasing at a dramatic rate. This reality has led IS researchers to investigate various...
Sangno Lee, Jeff Baker, Jaeki Song, James C. Wethe...
ICASSP
2010
IEEE
15 years 7 months ago
Direct importance estimation with probabilistic principal component analyzers
The importance estimation problem (estimating the ratio of two probability density functions) has recently gathered a great deal of attention for use in various applications, e.g....
Makoto Yamada, Masashi Sugiyama, Gordon Wichern
CORR
2010
Springer
155views Education» more  CORR 2010»
15 years 7 months ago
Towards Performance Measurement And Metrics Based Analysis of PLA Applications
This article is about a measurement analysis based approach to help software practitioners in managing the additional level complexities and variabilities in software product line...
Zeeshan Ahmed
CORR
2006
Springer
73views Education» more  CORR 2006»
15 years 6 months ago
A Fast and Accurate Nonlinear Spectral Method for Image Recognition and Registration
This article addresses the problem of two- and higher dimensional pattern matching, i.e. the identification of instances of a template within a larger signal space, which is a for...
Luciano da Fontoura Costa, Erik Bollt