A learning classifier system approach to the identification of cellular automata
(2007)
Journal Article
Outputs (261)
Using XCS to describe continuous-valued problem spaces (2007)
Presentation / Conference Contribution
Learning classifier systems have previously been shown to have some application in single-step tasks. This paper extends work in the area by applying the classifier system to progressively more complex multi-modal test environments, each with typical... Read More about Using XCS to describe continuous-valued problem spaces.
A learning classifier system approach to clustering (2006)
Presentation / Conference Contribution
Electrophysiological measurements in three-dimensional in vivo-mimetic organotypic cell cultures: Preliminary studies with hen embryo brain spheroids (2006)
Journal Article
Using three-dimensional artificial tissue constructs shown to offer organotypic functionality, hen embryo brain spheroids were used as a novel electrophysiological paradigm. For the first time, single spontaneous action potentials were recorded from... Read More about Electrophysiological measurements in three-dimensional in vivo-mimetic organotypic cell cultures: Preliminary studies with hen embryo brain spheroids.
Variance stabilizing regression ensembles for environmental models (2006)
Presentation / Conference Contribution
Towards machine learning control of chemical computers (2006)
Book Chapter
A comparison of DWT/PAA and DFT for time series classification (2006)
Presentation / Conference Contribution
Discrete Fourier transforms (DFT) and Haar two, PAA is identical to a Haar Wavelet transformation [61. wavelets (DWT) were proposed for the use in time series data mining over five years ago and have since proved to be popular algorithms for the tran... Read More about A comparison of DWT/PAA and DFT for time series classification.
Using a learning classifier system for clustering (2006)
Presentation / Conference Contribution
A neural learning classifier system with self-adaptive constructivism for mobile robot control (2006)
Journal Article
For artificial entities to achieve true autonomy and display complex lifelike behavior, they will need to exploit appropriate adaptable learning algorithms. In this context adaptability implies flexibility guided by the environment at any given time... Read More about A neural learning classifier system with self-adaptive constructivism for mobile robot control.
SCDM User Guide (2006)
Other