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» A Functional Model for Data Analysis
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114
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ICML
2006
IEEE
16 years 4 months ago
Hidden process models
We introduce Hidden Process Models (HPMs), a class of probabilistic models for multivariate time series data. The design of HPMs has been motivated by the challenges of modeling h...
Rebecca Hutchinson, Tom M. Mitchell, Indrayana Rus...
103
Voted
ICASSP
2008
IEEE
15 years 10 months ago
Tracking analysis of the constant modulus algorithm
Recently, we proposed a model for the steady-state estimation error of real-valued constant-modulus-based algorithms as a function of the a priori error and of a term that measure...
Magno T. M. Silva, Vitor H. Nascimento
107
Voted
DATE
2003
IEEE
85views Hardware» more  DATE 2003»
15 years 9 months ago
Set Manipulation with Boolean Functional Vectors for Symbolic Reachability Analysis
Symbolic techniques usually use characteristic functions for representing sets of states. Boolean functional vectors provide an alternate set representation which is suitable for ...
Amit Goel, Randal E. Bryant
127
Voted
EDM
2010
160views Data Mining» more  EDM 2010»
15 years 5 months ago
Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System
Functional magnetic resonance imaging (fMRI) data were collected while students worked with a tutoring system that taught an algebra isomorph. A cognitive model predicted the distr...
Jon M. Fincham, John R. Anderson, Shawn Betts, Jen...
117
Voted
PADS
2006
ACM
15 years 9 months ago
Empirical Models of TCP and UDP End-User Network Traffic from NETI@home Data Analysis
Charles R. Simpson, Dheeraj Reddy, George F. Riley