ABSTRACT :
Heterogeneous types of gene expressions may provide a better insight into the biological role of gene interaction with the environment, disease development and drug effect at the molecular level. In this paper for both exploring and prediction
purposes a Time Lagged Recurrent Neural Network with trajectory learning is proposed for identifying and classifying the gene functional patterns from the heterogeneous nonlinear time series microarray experiments. The pr ....etc

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A NEURAL NETWORK MODEL FOR DETECTING ANAMALOUS TRAFFIC IMPLEMENTING SELF-ORGANIZING MAPS
Presented By:
G Vijay Kumar 1 Sumalatha 2 A Ajay Kumar 3 K V Ramana

department of ECE, VR Siddhartha Engg. College, Vijayawada, India
Department of CSE, JNTU College of Engg., JNTU, Kakinada, India
Department of CSE, JNTU College of Engg., JNTU, Kakinada, India 4Department of CSE, Sri Prakash Engineering College, TUNI, Andhra Pradesh, India

ABSTRACT
Integrated Network-Based Ohio University Network ....etc

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Submitted By:
A.K.M Bellal Hossain
Lecturer Department of Computer Science



Abstract:
This paper present a recognition system for hand written character using artificial neural networks. We use Kohonen Self Organization Map for pattern classification and recognition which employs unsupervised learning algorithm. The out come of this paper shows very encouraging performance for hand written character recognition.

Introduction:
Character recognition is the proc ....etc

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Unsupervised Neural Networks
ABSTRACT
Self organizing maps are generally used in many fields like bio-informatics, neural networks¦.It is basically used for the grouping of data. In decision making we reach a conclusion by making certain tests to the input given to the system. We will study the outputs obtained by the tests and reach a solution. Consider a decision making system which checks whether a cloth is wet or not. If we give the parameters of cloth we need to know whether it ....etc

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Definition

These notes provide an introduction to unsupervised neural networks, in particular Kohonen self-organizing maps; together with some fundamental background material on statistical pattern recognition.

One question which seems to puzzle many of those who encounter unsupervised learning for the first time is how can anything useful be achieved when input information is simply poured into a black box with no provision of any rules as to how this information should be stored, or examples of the various groups into which this informa ....etc

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Presented By:
Sana Rao


Organizing
Arranging several elements into a purposeful sequential order.
Organization Structure
The set of elements that can be use to
configure an organization.
Basic elements organizing
Job Designing
Grouping Jobs
Reporting Relationships
Distribution of Authority
Coordination
Differentiation
What is ‘Designing Jobs’?
The process of linking specific tasks to specific jobs and deciding what techniques, equipment, and proced ....etc

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send me the matlab code for self organizing tree algorithm for image classification ....etc

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Definition

These notes provide an introduction to unsupervised neural networks, in particular Kohonen self-organizing maps; together with some fundamental background material on statistical pattern recognition.

One question which seems to puzzle many of those who encounter unsupervised learning for the first time is how can anything useful be achieved when input information is simply poured into a black box with no provision of any rules as to how this information should be stored, or examples of the various groups into which this informa ....etc

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I m new to SOM,
I want the detailed algorithm for SOM, and how to create SOM, how to implement it MATLAB,

if any body gives information regarding this, it'll very helpful to all..

Thanking You all,

With Regards from,
Ramesh A ....etc

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I need a script for formal function that's inviting a guest lecturer to our college ....etc

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