My Wish Lists Login / Join

Combinatorial Machine Learning

A Rough Set Approach

By: Mikhail Moshkov, Beata Zielosko

Write A Review

Hardcover | 29 June 2011

At a Glance

Hardcover
196 Pages

Dimensions(cm)
23.5 x 15.88 x 1.91

Hardcover

$185.99

or 4 interest-free payments of $46.50 with

Ships in 5 to 7 business days

Decision trees and decision rule systems are widely used in different applications

as algorithms for problem solving, as predictors, and as a way for

knowledge representation. Reducts play key role in the problem of attribute

(feature) selection. The aims of this book are (i) the consideration of the sets

of decision trees, rules and reducts; (ii) study of relationships among these

objects; (iii) design of algorithms for construction of trees, rules and reducts;

and (iv) obtaining bounds on their complexity. Applications for supervised

machine learning, discrete optimization, analysis of acyclic programs, fault

diagnosis, and pattern recognition are considered also. This is a mixture of

research monograph and lecture notes. It contains many unpublished results.

However, proofs are carefully selected to be understandable for students.

The results considered in this book can be useful for researchers in machine

learning, data mining and knowledge discovery, especially for those who are

working in rough set theory, test theory and logical analysis of data. The book

can be used in the creation of courses for graduate students.

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 $0.00 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 Mathematics Combinatorics & Graph Theory Computing & I.T.Computer Science Mathematical Theory of Computation Engineering & Technology Technology in General Engineering in General Artificial Intelligence Machine Learning

Combinatorial Machine Learning

A Rough Set Approach

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Artificial Intelligence

Don't Burn Anyone at the Stake Today

(and other lessons from history about living through an information crisis)

The Laws of Thought

The Quest for a Mathematical Theory of the Mind

Nexus

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

The AI-Driven Leader

Harnessing AI to Make Faster, Smarter Decisions

Hope in the Library

How Libraries Can Help Shape Our Future with Artificial Intelligence

The AI Con

How To Fight Big Tech's Hype and Create the Future We Want

Agentic AI For Dummies

For Dummies (Computer/Tech)

Decoding Despair

How AI is Reshaping Psychiatry

A Practitioner's Guide to Advancing Behavioral Health Care with Artificial Intelligence

Artificial Intelligence for Sustainable Development

How, Why, and What Drives the Future

AI for Business

A Guide to AI Adoption

The Singularity is Nearer

When We Merge with AI

The ChatGPT Revolution

2nd Edition - Get Curious, Get Productive and Get Creative with AI

AI and Data Science in Healthcare 5.0

Medical Robots and Devices: New Developments and Advances

The Challenge of the Future

What Should We Keep from Yesterday as We Rush into Tomorrow?

Python Workout, Second Edition

200 ten-minute exercises

REVOLUTIONIZING DRUG DEVELOPMENT

HARNESSING AI AND COMPUTATIONAL BIOLOGY

AI-Driven Knowledge Management Processes

Strategies for the Modern Business Landscape

AI-Driven Knowledge Management Assets

Strategies for the Modern Business Landscape

Wearable Exoskeleton Systems

Design, Control and Applications

The New Age of Sexism

How the AI Revolution is Reinventing Misogyny

Atlas of AI

Power, Politics, and the Planetary Costs of Artificial Intelligence

The Shortest History of AI

AI Engineering

Building Applications with Foundation Models

This product is categorised by