ON THE PATTERN CLASSIFICATION PROBLEMS BY LEARNING II

the effect of consciousness-raising activities on learning grammatical structures by iranian guidance school efl learners

abstract the first purpose of this study was to investigate the effect of consciousness-raising (c-r) activities on learning grammatical structures (simple present tense in this case) by iranian guidance school efl learners. the second one was to investigate the effect of gender on learning the simple present tense through c-r activities and tasks. finally, this study aimed to investigate the ...

Pattern Classification, and Quadratic Problems

Estimating the Solvability of Pattern Classification Problems

Training of feed-forward networks is sensitive for learning-parameters, network architecture, etc. So if a feed-forward network fails to solve a pattern classiication problem one never knows if the cause of the failure is in the network or in the problem itself. Hence a well-founded indication of the problem's solvability is a helpful tool in engineering with feed-forward networks. We present a...

Learning Pattern Classification - A Survey

Classical and recent results in statistical pattern recognition and learning theory are reviewed in a two-class pattern classification setting. This basic model best illustrates intuition and analysis techniques while still containing the essential features and serving as a prototype for many applications. Topics discussed include nearest neighbor, kernel, and histogram methods, Vapnik–Chervone...

Pattern classification by an incremental learning fuzzy neural network

A new learning algorithm suitable for pattern classification in machine condition health monitoring based on ficzzy neural networks called an 'Yncremental Learning F u q ~ Neuron Network" (I..B?l has been developed. 17re ILFN, using Gaussian neurons to represent the distributions of the input space, is an on-line, one-pass, and incremental learning algorithm. The network is a selforganized clas...