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ICCS
2007
Springer
14 years 3 months ago
Inaccuracies of Shape Averaging Method Using Dynamic Time Warping for Time Series Data
Shape averaging or signal averaging of time series data is one of the prevalent subroutines in data mining tasks, where Dynamic Time Warping distance measure (DTW) is known to work...
Vit Niennattrakul, Chotirat Ann Ratanamahatana
ICDM
2006
IEEE
84views Data Mining» more  ICDM 2006»
14 years 3 months ago
Exploratory Under-Sampling for Class-Imbalance Learning
Under-sampling is a class-imbalance learning method which uses only a subset of major class examples and thus is very efficient. The main deficiency is that many major class exa...
Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou
SEW
2006
IEEE
14 years 3 months ago
Model Checking of Software Components: Combining Java PathFinder and Behavior Protocol Model Checker
Although there exist several software model checkers that check the code against properties specified e.g. via a temporal logic and assertions, or just verifying low-level propert...
Pavel Parizek, Frantisek Plasil, Jan Kofron
CGO
2005
IEEE
14 years 2 months ago
SWIFT: Software Implemented Fault Tolerance
To improve performance and reduce power, processor designers employ advances that shrink feature sizes, lower voltage levels, reduce noise margins, and increase clock rates. Howev...
George A. Reis, Jonathan Chang, Neil Vachharajani,...
ICEBE
2005
IEEE
135views Business» more  ICEBE 2005»
14 years 2 months ago
GridPML: A Process Modeling Language and History Capture System for Grid Service Composition
This paper presents a process modeling language known as the GridPML for the composition of Grid Services. The GridPML is an XML-based language that supports basic control flow co...
Hua Ma, Susan Darling Urban, Yang Xiao, Suzanne W....