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» Genetic Algorithms for Component Analysis
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159
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CSDA
2006
191views more  CSDA 2006»
15 years 3 months ago
Forecasting daily time series using periodic unobserved components time series models
We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
Siem Jan Koopman, Marius Ooms
176
Voted
IR
2002
15 years 3 months ago
An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms
Collaborative filtering systems predict a user's interest in new items based on the recommendations of other people with similar interests. Instead of performing content index...
Jonathan L. Herlocker, Joseph A. Konstan, John Rie...
IBPRIA
2005
Springer
15 years 8 months ago
Multi-resolution Image Analysis for Vehicle Detection
Computer Vision can provide a great deal of assistance to Intelligent Vehicles. In this paper an Advanced Driver Assistance Systems for Vehicle Detection is presented. A geometric ...
Cristina Hilario, Juan Manuel Collado, Jose M. Arm...
DMIN
2006
126views Data Mining» more  DMIN 2006»
15 years 4 months ago
Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization
Mutation-based Evolutionary Algorithms, also known as Evolutionary Programming (EP) are commonly applied to Artificial Neural Networks (ANN) parameters optimization. This paper pre...
Kristina Davoian, Alexander Reichel, Wolfram-Manfr...
ALIFE
2006
15 years 3 months ago
Neurocontroller Analysis via Evolutionary Network Minimization
This study presents a new evolutionary network minimization (ENM) algorithm. Neurocontroller minimization is beneficial for finding small parsimonious networks that permit a better...
Zohar Ganon, Alon Keinan, Eytan Ruppin