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Search Results for Collection: KEDRI - the Knowledge Engineering and Discovery Research Institute

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Neural Systems for solving the inverse problem of recovering the Primary Signal Waveform in potential transformers

Kasabov, Nikola.; Venkov, G.; Minchev, S. (IEEE, AUT University; 2003)

The inverse problem of recovering the potential transformer primary signal waveform using secondary signal waveform and information about the secondary load is solved here via two inverse neural network models. The first ...
Integrated Gene Expression analysis of Multiple Microarray data sets based on a Normalization Technique and on Adaptive Connectionist model

Goh, L.; Kasabov, Nikola. (IEEE, AUT University; 2003)

Research with microarray gene expression analysis has primarily been on expression profiling based on one set of microarray data. This paper presents a novel approach to integrated analysis and modeling of microarray data ...
Evolutionary Computation for Dynamic Parameter Optimisation of Evolving Connectionist Systems for On-line Prediction of Time Series with Changing Dynamics

Kasabov, Nikola.; Song, Q.; Nishikawa, I. (IEEE, AUT University; 2003)

The paper describes a method of using evolutionary computation technique for parameter optimisation of evolving connectionist systems (ECOS) that operate in an online, life-long learning mode. ECOS evolve their structure ...