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» Negative Drift in Populations
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PPSN
2010
Springer
13 years 3 months ago
Negative Drift in Populations
An important step in gaining a better understanding of the stochastic dynamics of evolving populations, is the development of appropriate analytical tools. We present a new drift t...
Per Kristian Lehre
CORR
2010
Springer
58views Education» more  CORR 2010»
13 years 5 months ago
Structural Drift: The Population Dynamics of Sequential Learning
James P. Crutchfield, Sean Whalen
ESWS
2008
Springer
13 years 6 months ago
Conceptual Clustering and Its Application to Concept Drift and Novelty Detection
Abstract. The paper presents a clustering method which can be applied to populated ontologies for discovering interesting groupings of resources therein. The method exploits a simp...
Nicola Fanizzi, Claudia d'Amato, Floriana Esposito
EUROGP
2007
Springer
13 years 11 months ago
On Population Size and Neutrality: Facilitating the Evolution of Evolvability
The role of population size is investigated within a neutrality induced local optima free search space. Neutrality decouples genotypic variation in evolvability from fitness varia...
Richard M. Downing
SDM
2007
SIAM
140views Data Mining» more  SDM 2007»
13 years 6 months ago
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu