Studies in Computational Intelligence

By: Patricia Melin (Editor), Janusz Kacprzyk (Editor), Witold Pedrycz (Editor)

Write A Review

Hardcover | 20 September 2010

At a Glance

Hardcover
470 Pages

Dimensions(cm)
23.5 x 15.88 x 3.18

Hardcover

$249.75

or 4 interest-free payments of $62.44 with

Ships in 5 to 7 business days

We describe in this book, bio-inspired models and applications of hybrid intel- gent systems using soft computing techniques for image analysis and pattern r- ognition based on biometrics and other information sources. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful hybrid intelligent systems. The book is organized in five main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of classification methods and applications, which are basically papers that propose new models for classification to solve general pr- lems and applications. The second part contains papers with the main theme of modular neural networks in pattern recognition, which are basically papers using bio-inspired techniques, like modular neural networks, for achieving pattern r- ognition based on biometric measures. The third part contains papers with the theme of bio-inspired optimization methods and applications to diverse problems. The fourth part contains papers that deal with general theory and algorithms of bio-inspired methods, like neural networks and evolutionary algorithms. The fifth part contains papers on computer vision applications of soft computing methods. In the part of classification methods and applications there are 5 papers that - scribe different contributions on fuzzy logic and bio-inspired models with appli- tion in classification for medical images and other data.

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 Sociology & Anthropology Anthropology Physical Anthropology Computing & I.T.Computer Science Artificial Intelligence Computer Vision Engineering & Technology Technology in General Technical Design Pattern Recognition

Other Editions and Formats

Paperback

Published: 7th November 2012

View Product

Classification Algorithms and Applications
Soft Computing Approaches to the Problem of Infant Cry Classification with Diagnostic Purposes	p. 3
Neural Networks and SVM-Based Classification of Leukocytes Using the Morphological Pattern Spectrum	p. 19
Hybrid System for Cardiac Arrhythmia Classification with Fuzzy K-Nearest Neighbors and Neural Networks Combined by a Fuzzy Inference System	p. 37
A Comparative Study of Blog Comments Spam Filtering with Machine Learning Techniques	p. 57
Distributed Implementation of an Intelligent Data Classifier	p. 73
Pattern Recognition
Modular Neural Network with Fuzzy Integration and Its Optimization Using Genetic Algorithms for Human Recognition Based on Iris, Ear and Voice Biometrics	p. 85
Comparative Study of Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions	p. 103
Modular Neural Network for Human Recognition from Ear Images Using Wavelets	p. 121
Modular Neural Networks for Person Recognition Using the Contour Segmentation of the Human Iris Biometric Measurement	p. 137
Real Time Face Identification Using a Neural Network Approach	p. 155
Comparative Study of Feature Extraction Methods of Fuzzy Logic Type 1 and Type-2 for Pattern Recognition System Based on the Mean Pixels	p. 171
Optimization Methods
Application of the Bee Swarm Optimization BSO to the Knapsack Problem	p. 191
An Approach Based on Neural Networks for Gas Lift Optimization	p. 207
A New Evolutionary Method with Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Systems to Dynamically Parameter Adaptation	p. 225
Local Survival Rule for Steer an Adaptive Ant-Colony Algorithm in Complex Systems	p. 245
Using Consecutive Swaps to Explore the Insertion Neighborhood in Tabu Search Solution of the Linear Ordering Problem	p. 267
A New Optimization Method Based on a Paradigm Inspired by Nature	p. 277
Theory and Algorithms
Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies	p. 287
Parallel Genetic Algorithms for Architecture Optimization of Neural Networks for Pattern Recognition	p. 303
Scene Recognition Based on Fusion of Color and Corner Features	p. 317
Improved Tabu Solution for the Robust Capacitated International Sourcing Problem (RoCIS)	p. 333
Variable Length Number Chains Generation without Repetitions	p. 349
Comparative Analysis of Hybrid Techniques for an Ant Colony System Algorithm Applied to Solve a Real-World Transportation Problem	p. 365
Computer Vision Applications
Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks	p. 389
Intelligent Method for Contrast Enhancement in Digital Video	p. 401
Method for Obstacle Detection and Map Reconfiguration in Wheeled Mobile Robotics	p. 423
Automatic Dust Storm Detection Based on Supervised Classification of Multispectral Data	p. 443
Author Index	p. 455
Table of Contents provided by Ingram. All Rights Reserved.

Studies in Computational Intelligence

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

More in Pattern Recognition

AI projects with Raspberry Pi

High-performance artificial intelligence for robotics, security, home automation, and vision

Markov Decision Processes and Reinforcement Learning

Inference in Statistical Modelling and Machine Learning

A Concise Introduction

All of Regression

Inference in Statistical Modelling and Machine Learning

A Concise Introduction

Deep Learning for Finance

Creating Machine & Deep Learning Models for Trading in Python

Modern Statistical Methods and Theory

An Introduction to Nonparametric and High-Dimensional Statistics

Computing and Pattern Recognition

14th International Conference, ICCPR 2025, Beijing, China, October 24â"26, 2025, Revised Selected Papers, Part II

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

28th Iberoamerican Congress, CIARP 2025, Bogota, Colombia, November 25-28, 2025, Proceedings, Part I

Exploring GeoAI

Tools and Workflows

Exploring GeoAI

Tools and Workflows

Accelerating Deep Neural Networks

Generative AI on AWS

Building Context-Aware Multimodal Reasoning Applications

Vision Language Models

Building Vlms with Hugging Face

Llms and Generative AI for Healthcare

The Next Frontier

Reinforcement Learning for Finance

A Python-Based Introduction

Mathematics for Machine Learning

Pattern Analysis and Machine Intelligence

Second International Conference, ICPAMI 2025, Dalian, China, October 31 - November 2, 2025, Revised Selected Papers

Document Analysis Systems II

Series in Machine Perception and Artificial Intelligence

Ram-Based Neural Networks

Progress in Neural Processing, 9

VLSI and Parallel Computing for Pattern Recognition and Artificial Intelligence

Series in Machine Perception and Artificial Intelligence

Intelligent Image Database Systems

Series on Software Engineering and Knowledge Engineering

Theory and Applications of Image Analysis II : Selected Papers from the 9th Scandinavian Conference on Image Analysis

Selected Papers from the 9th Scandinavian Conference on Image Analysis

Neural Networks for Pattern Recognition and Their Applications

This product is categorised by