Browsing KEDRI - the Knowledge Engineering and Discovery Research Institute by Title
Now showing items 52-56 of 56
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SPAN: Spike Pattern Association Neuron for learning spatio-temporal sequences
(World Scientific Publishing Company, 2012)Spiking Neural Networks (SNN) were shown to be suitable tools for the processing of spatio-temporal information. However, due to their inherent complexity, the formulation of efficient supervised learning algorithms for ... -
Transductive modeling with GA parameter optimization
(IEEE, 2005)Introduction - While inductive modeling is used to develop a model (function) from data of the whole problem space and then to recall it on new data, transductive modeling is concerned with the creation of single model for ... -
Transductive Support Vector Machines and Applications in Bioinformatics for Promoter Recognition
(IEEE, 2004)This paper introduces a novel transductive support vector machine (TSVM) model and compares it with the traditional inductive SVM on a key problem in bioinformatics - promoter recognition. While inductive reasoning is ... -
TWNFC - Transductive neural-fuzzy classifier with weighted data normalization and its application in medicine
(IEEE, 2005)This paper introduces a novel fuzzy model - transductive neural-fuzzy classifier with weighted data normalization (TWNFC), While inductive approaches are concerned with the development of a model to approximate data in the ... -
WDN-RBF: weighted data normalization for radial basic function type neural networks
(IEEE, 2004)This paper introduces an approach of Weighted Data Normalization (WDN) for Radial Basis Function (RBF) type of neural networks. It presents also applications for medical decision support systems. The WDN method optimizes ...