Machine Perception and Artificial Intelligence : Theory And Applications - Lior Rokach

Instant online reading.
Don't wait for delivery!
Go digital and save!

Machine Perception and Artificial Intelligence

Theory And Applications

By: Lior Rokach, Oded Z Maimon

Write A Review

Hardcover | 31 May 2005

At a Glance

Hardcover
344 Pages

Dimensions(cm)
23.4 x 15.8 x 2.4

Hardcover

RRP $214.99

$193.75

10%OFF

or 4 interest-free payments of $48.44 with

Ships in 15 to 25 business days

Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery from Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools, and then joining them together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy), conceptual simplification of the problem, enhanced feasibility with huge databases, clearer and more comprehensible results, reduced runtime by solving smaller problems and by using parallel/distributed computation, and the opportunity of using different techniques for individual sub-problems.

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 Mathematics Probability & Statistics Engineering & Technology Technology in General Calculus & Mathematical Analysis Numerical Analysis Computer Science Artificial Intelligence

Expert Systems & Knowledge-Based Systems Booktopia Publisher Services World Scientific Publishing

Knowledge discovery and data mining : concepts and fundamental aspects	p. 1
Decision trees	p. 35
Clustering methods	p. 61
Ensemble methods	p. 95
Elementary decomposition framework	p. 123
Feature set decomposition	p. 151
Space decomposition	p. 201
Sample decomposition	p. 215
Function decomposition	p. 231
Concept aggregation	p. 259
A meta-classification for decomposition methodology	p. 285
Table of Contents provided by Blackwell. All Rights Reserved.

Machine Perception and Artificial Intelligence

Theory And Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Expert Systems & Knowledge-Based Systems

Untangling AI

Driving Business Success Through Enterprise Automation and AI Agents

Computational Intelligence for Patient Care

Blockchain, AI, and ML in Healthcare

AI ChatBots For Dummies

For Dummies (Computer/Tech)

Non-prioritized Belief Change

Foundations, Theory, and Algorithms

Futuristic Information and Communication

A Multimodal Multidisciplinary Signal Analysis

Futuristic Information and Communication

A Multimodal Multidisciplinary Signal Analysis

Generative AI For Dummies

For Dummies (Business & Personal Finance)

Agentic AI For Dummies

For Dummies (Computer/Tech)

SECRETS OF MACHINE LEARNING

How It Works and What It Means for You

Scaling Responsible AI

From Enthusiasm to Execution

Machine Learning For Dummies

For Dummies (Computer/Tech)

Autonomous Minds

How Agentic AI Predicts and Learns to Enable Productivity and Empowerment

Artificial Intelligence All-in-One For Dummies

For Dummies (Computer/Tech)

Data Strategy

How to Use Data and Artificial Intelligence to Transform Your Business

The Ultimate ChatGPT Prompt Book

750+ Expert Prompts to Boost Productivity, Unlock Creative Potential, and Simplify Tasks

Artificial Intelligence For Dummies

For Dummies (Computer/Tech)

Next-Generation Smart Cities

The Integration of AI, Blockchain, IoT and Emergent Networks

Agentic AI for Healthcare

Building Scalable Models for Production

AI for Marketing

The Consumer Perspective

Beyond Algorithms

Reframing AI as Intellectual Capital for Human Flourishing

The Introduction of Artificial Intelligence into Legal Systems

AI for a Just World

Power, Liberation, and the People Left Behind

AI for the Ordinary

A Non-technical Playbook for Citizens, Students, and Managers

AI for the Ordinary

A Non-technical Playbook for Citizens, Students, and Managers

This product is categorised by