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ICANN
2009
Springer
15 years 3 months ago
Bayesian Estimation of Kernel Bandwidth for Nonparametric Modelling
Kernel density estimation (KDE) has been used in many computational intelligence and computer vision applications. In this paper we propose a Bayesian estimation method for findin...
Adrian G. Bors, Nikolaos Nasios
AISB
2008
Springer
15 years 1 months ago
Foundations of a Philosophy of Collective Intelligence
Philosophy, artificial intelligence and cognitive science have long been dominated by the presupposition that intelligence is fundamentally individual. Recent work in cognitive sci...
Harry Halpin
ICIC
2009
Springer
15 years 5 months ago
Ensemble Classifiers Based on Kernel PCA for Cancer Data Classification
Now the classification of different tumor types is of great importance in cancer diagnosis and drug discovery. It is more desirable to create an optimal ensemble for data analysis ...
Jin Zhou, Yuqi Pan, Yuehui Chen, Yang Liu
CIKM
2008
Springer
15 years 1 months ago
Classifying networked entities with modularity kernels
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
Dell Zhang, Robert Mao
ECAL
2007
Springer
15 years 5 months ago
A Mechanism to Self-Assemble Patterns with Autonomous Robots
There are examples of robotic systems in which autonomous mobile robots self-assemble into larger connected entities. However, existing systems display little or no autonomous cont...
Anders Lyhne Christensen, Rehan O'Grady, Marco Dor...