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FQAS
2009
Springer
125views Database» more  FQAS 2009»
15 years 6 months ago
Predicting Neighbor Goodness in Collaborative Filtering
Performance prediction has gained increasing attention in the IR field since the half of the past decade and has become an established research topic in the field. The present work...
Alejandro Bellogín, Pablo Castells
IPCV
2008
15 years 1 months ago
A Study of Prediction Measures for Lossy Image Set Compression
The automatic compression strategy proposed by Gergel et al. is a near-optimal lossy compression scheme for a given collection of images whose interimage relationships are unknown...
Barry Gergel, Anthony Schmieder, Xiaobo Li, Howard...
ICIP
2004
IEEE
16 years 1 months ago
Rate-distortion bounds for motion compensated rate scalable video coders
In this paper, we derive and evaluate theoretical ratedistortion performance bounds for scalable video compression algorithms which use a single motion-compensated prediction (MCP...
Gregory W. Cook, Josep Prades-Nebot, Edward J. Del...
VECPAR
2004
Springer
15 years 5 months ago
PerWiz: A What-If Prediction Tool for Tuning Message Passing Programs
Abstract. This paper presents PerWiz, a performance prediction tool for improving the performance of message passing programs. PerWiz focuses on locating where a significant impro...
Fumihiko Ino, Yuki Kanbe, Masao Okita, Kenichi Hag...
GECCO
2006
Springer
140views Optimization» more  GECCO 2006»
15 years 3 months ago
Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation
We study how different prediction update algorithms influence the performance of XCSF. We consider three classical parameter estimation algorithms (NLMS, RLS, and Kalman filter) a...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...