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» A Functional Model for Data Analysis
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ICDM
2005
IEEE
136views Data Mining» more  ICDM 2005»
15 years 4 months ago
Pairwise Symmetry Decomposition Method for Generalized Covariance Analysis
We propose a new theoretical framework for generalizing the traditional notion of covariance. First, we discuss the role of pairwise cross-cumulants by introducing a cluster expan...
Tsuyoshi Idé
ICSM
1997
IEEE
15 years 3 months ago
Predicting Maintenance Effort with Function Points
Function Point Analysis (FPA) is a well-known method to measure the functionality of a system, from the user’s point of view. Both Albrecht’s original model and a local varian...
Frank Niessink, Hans van Vliet
DASFAA
2011
IEEE
525views Database» more  DASFAA 2011»
14 years 2 months ago
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams
In this demo, we present the StreamFitter system for real-time regression analysis on continuous data streams. In order to perform regression on data streams, it is necessary to co...
Chandima H. Nadungodage, Yuni Xia, Fang Li, Jaehwa...
DATE
2008
IEEE
131views Hardware» more  DATE 2008»
15 years 5 months ago
Parametric Throughput Analysis of Synchronous Data Flow Graphs
Synchronous Data Flow Graphs (SDFGs) have proved to be a very successful tool for modeling, analysis and synthesis of multimedia applications targeted at both single- and multiproc...
Amir Hossein Ghamarian, Marc Geilen, Twan Basten, ...
85
Voted
CORR
2006
Springer
102views Education» more  CORR 2006»
14 years 11 months ago
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs
Many real world data are sampled functions. As shown by Functional Data Analysis (FDA) methods, spectra, time series, images, gesture recognition data, etc. can be processed more e...
Fabrice Rossi, Brieuc Conan-Guez