Mining Complex Data

By: Djamel A. Zighed (Editor), Zbigniew W. Ras (Editor), Shusaku Tsumoto (Editor), Hakim Hacid (Editor)

Write A Review

Hardcover | 13 October 2008

At a Glance

Hardcover
316 Pages

Dimensions(cm)
23.5 x 15.5 x 1.91

Hardcover

$329.00

or 4 interest-free payments of $82.25 with

Ships in 5 to 7 business days

The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006.

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 $79.00 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 Mathematics Applied Mathematics Graphical & Digital Media Applications Computer-Aided Design CAD Engineering & Technology Technology in General

Engineering in General Maths for Engineers

General Aspects of Complex Data
Using Layout Data for the Analysis of Scientific Literature	p. 3
Extracting a Fuzzy System by Using Genetic Algorithms for Imbalanced Datasets Classification: Application on Down's Syndrome Detection	p. 23
A Hybrid Approach of Boosting Against Noisy Data	p. 41
Dealing with Missing Values in a Probabilistic Decision Tree during Classification	p. 55
Kernel-Based Algorithms and Visualization for Interval Data Mining	p. 75
Rules Extraction
Evaluating Learning Algorithms Composed by a Constructive Meta-learning Scheme for a Rule Evaluation Support Method	p. 95
Mining Statistical Association Rules to Select the Most Relevant Medical Image Features	p. 113
From Sequence Mining to Multidimensional Sequence Mining	p. 133
Tree-Based Algorithms for Action Rules Discovery	p. 153
Graph Data Mining
Indexing Structure for Graph-Structured Data	p. 167
Full Perfect Extension Pruning for Frequent Subgraph Mining	p. 189
Parallel Algorithm for Enumerating Maximal Cliques in Complex Network	p. 207
Community Finding of Scale-Free Network: Algorithm and Evaluation Criterion	p. 223
The k-Dense Method to Extract Communities from Complex Networks	p. 243
Data Clustering
Efficient Clustering for Orders	p. 261
Exploring Validity Indices for Clustering Textual Data	p. 281
Author Index	p. 301
Table of Contents provided by Ingram. All Rights Reserved.

Mining Complex Data

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Maths for Engineers

Introduction to Engineering and Scientific Computing with Python

Linear Partial Differential and Difference Equations and Simultaneous Systems with Constant or Homogeneous Coefficients

Statistical Modeling and Applications on Real-Time Problems

Enhancing Understanding and Practical Implementation

Statistical Modeling and Applications on Real-Time Problems

Unraveling Insights through Advanced Analytical Techniques

Strategic Fuzzy Extensions and Decision-making Techniques

Mathematical Engineering, Manufacturing, and Management Sciences

Modern Engineering Mathematics

6th Edition

Bird's Higher Engineering Mathematics

9th Edition

Bird's Engineering Mathematics

9th Edition

Mathematics for Technicians

7th Edition

Modern Engineering Mathematics pack with MyMathLab Global

6th edition

Mathematics for Machine Learning

Engineering Mathematics

5th edition

Iterative Methods for Linear and Nonlinear Equations

Frontiers in Applied Mathematics

Essential Mathematical Skills

For Engineering, Science and Applied Mathematics : 2nd Edition

An Engineering Approach to Asymptotics and Approximations

With Applications in Optical Wave Propagation and Imaging in Turbulence

Multi-Attribute Decision-Making

Theory, Emerging Methods, and Applications

Fuzzy-Model-Based Mode Control of Complex Nonlinear Systems

Engineering Mathematics and Operations Research

Applied Engineering Mathematics with MATLAB® and Python

From Theory to Practice

Introduction to Civil Engineering

A Guide for Students and Professionals

Fuzzy Sets and Triangular Norms

Aggregation in Decision-Aided Intelligent Systems

Dynamic Characteristics of Layered Structures: Mathematical Modelling, and Numerical Simulations

Mathematical Modelling, and Numerical Simulations

ISE Numerical Methods for Engineers

8th edition

Mathematical Methods for Physics and Engineering

A Comprehensive Guide

Concise Guide to Fault Tree Analysis

Models, Methods and Algorithms

This product is categorised by