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» Generality Is Predictive of Prediction Accuracy
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GECCO
2005
Springer
117views Optimization» more  GECCO 2005»
16 years 7 days ago
Extending XCSF beyond linear approximation
XCSF is the extension of XCS in which classifier prediction is computed as a linear combination of classifier inputs and a weight vector associated to each classifier. XCSF can...
Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wils...
PPAM
2005
Springer
16 years 6 days ago
Checkpointing Speculative Distributed Shared Memory
This paper describes a checkpointing mechanism destined for Distributed Shared Memory (DSM) systems with speculative prefetching. Speculation is a general technique involving predi...
Arkadiusz Danilecki, Anna Kobusinska, Michal Szych...
ECAI
2004
Springer
16 years 3 days ago
When Are Behaviour Networks Well-Behaved?
Agents operating in the real world have to deal with a constantly changing and only partially predictable environment and are nevertheless expected to choose reasonable actions qui...
Bernhard Nebel, Yuliya Babovich-Lierler
SIGIR
2003
ACM
15 years 12 months ago
Bayesian extension to the language model for ad hoc information retrieval
We propose a Bayesian extension to the ad-hoc Language Model. Many smoothed estimators used for the multinomial query model in ad-hoc Language Models (including Laplace and Bayes-...
Hugo Zaragoza, Djoerd Hiemstra, Michael E. Tipping
GECCO
2006
Springer
196views Optimization» more  GECCO 2006»
15 years 10 months ago
An anticipatory approach to improve XCSF
XCSF is a novel version of learning classifier systems (LCS) which extends the typical concept of LCS by introducing computable classifier prediction. In XCSF Classifier predictio...
Amin Nikanjam, Adel Torkaman Rahmani