Advanced Information and Knowledge Processing

By: Lipo Wang, Xiuju Fu

Write A Review

Hardcover | 4 August 2005

At a Glance

Hardcover
292 Pages

Dimensions(cm)
24.13 x 16.51 x 1.91

Hardcover

$169.00

or 4 interest-free payments of $42.25 with

Ships in 5 to 7 business days

Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, banking, retail, and many others.

Wang and Fu present in detail the state of the art on how to utilize fuzzy neural networks, multilayer perceptron neural networks, radial basis function neural networks, genetic algorithms, and support vector machines in such applications. They focus on three main data mining tasks: data dimensionality reduction, classification, and rule extraction.

The book is targeted at researchers in both academia and industry, while graduate students and developers of data mining systems will also profit from the detailed algorithmic descriptions.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $89.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Computer Science Artificial Intelligence Machine Learning Expert Systems & Knowledge-Based Systems Mathematics Probability & Statistics

Introduction
Multi-Layer Perceptron Neural Networks
Fuzzy Neural Networks
An Improved RBF Neural Network Classifier
Data Dimensionality Reduction Based on Attribute Importance Ranking
Class-Dependent Feature Selection
Rule Extraction
A Hybrid Neural Network Predictor for Protein Secondary Structure Prediction
Support Vector Machines for Prediction
Rule Extraction From Support Vector Machines
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

Advanced Information and Knowledge Processing

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Artificial Intelligence

The New Age of Sexism

How the AI Revolution is Reinventing Misogyny

If Anyone Builds It, Everyone Dies

The Case Against Superintelligent AI

Nexus

A Brief History of Information Networks from the Stone Age to AI

We Are Not Machines

The Fight for the Future of Work

How We Learn

The New Science of Education and the Brain

The Infinity Machine

Demis Hassabis, DeepMind and the Quest for Superintelligence

Project Maven

A Marine Colonel, His Team, and the Dawn of AI Warfare

Co-Intelligence

Living and Working with AI

Artificial Intelligence in Detecting Autism

AI in Legal Tech

How Generative AI Is Transforming Legal Technology and the Practice of Law

Navigating the AI Frontier in Business

Balancing Economy, Ecology, and Inclusion

Accelerating Deep Neural Networks

Control, Robotics and Sensors

Design, Control and Applications

Real-Time Intelligence with Microsoft Fabric

Empowering Data-Driven Decisions in the Era of AI

MLA Guide to Digital Literacy

Updated with AI Guidance

AI and Data Science in Medical Research

New Developments and Advances

The Injustice of Fairness

Algorithmic Reparation and the Case for Redress

We Are As Gods

A Survival Guide for the Age of Abundance

Artificial Intelligence

A Modern Approach, 4th Global Edition

Artificial Intelligence in Education

Proceedings of the 16th IMCL Conference, Volume 2

Recent Advances in Information Systems

Proceedings of the ICRAIS, Pointe aux Piments, Mauritius, 10-12 September 2025

Trends in Advanced Unmanned Aerial Systems

Selected Contributions of ICAUAS 2025

Proceedings of the 6th International Conference on Big Data Analytics for Cyber-Physical System in Smart City, Volume 1

BDCPS 2024, December 7-8, Ji'an, China

Digital Transformation: What Kind of Smart Life do we have today?

Volume 1

This product is categorised by