Free shipping on orders over $49 - Limited time only - T&Cs apply
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $49
Cognitive Technologies : Learning Comprehensible Theories from Structured Data - John W. Lloyd

Cognitive Technologies

Learning Comprehensible Theories from Structured Data

By: John W. Lloyd

Hardcover | 6 August 2003

At a Glance

Hardcover

$84.99

or 4 interest-free payments of $21.25 with

 or 

Ships in 5 to 7 business days

This book is concerned with the rich and fruitful interplay between the fields of computational logic and machine learning. The intended audience is senior undergraduates, graduate students, and researchers in either of those fields. For those in computational logic, no previous knowledge of machine learning is assumed, and for those in machine learning no previous knowledge of computational logic is assumed. The logic used throughout the book is a higher-order one, since higher-order functions can have other functions as arguments and this capability can be exploited to provide abstractions for knowledge representation, methods for constructing predicates, and a foundation for logic-based computation. The book should be of interest to researchers in machine learning, especially those who study learning methods for structured data. Throughout, great emphasis is placed on learning comprehensible theories. The book serves as an introduction for computational logicians to machine learning, a particularly interesting and important application area of logic, and also provides a foundation for functional logic programming languages.
Industry Reviews

From the reviews of the third edition:

"John has tried his hand at machine learning, and his aim in Logic for Learning is to demonstrate 'the rich and fruitful interplay between the fields of computational logic and machine learning'. ... As such, the book is more geared towards computational logicians who are interested in machine learning ... . The book can also be used as a textbook in a mathematically oriented advanced graduate course. ... it is indeed great stuff, which deserves to be taken serious by any computational logician ... ." (Peter Flach, TLP - Theory and Practice of Logic Programming, Issue 4, 2004)

From the reviews:

"This book provides a systematic approach to knowledge representation, computation, and learning using higher-order logic. It is aimed at researchers, graduate students, and senior undergraduates working in computational logic and/or machine learning." (PHINEWS, Vol. 3, April, 2003)

You Can Find This Book In

Non-FictionMathematicsMathematical FoundationMathematical LogicComputing & I.T.Computer ScienceMathematical Theory of ComputationComputer Architecture & Logic DesignArtificial IntelligenceReference, Information & Interdisciplinary SubjectsResearch & InformationInformation theory
Databases

Other Editions and Formats

Paperback

Published: 22nd October 2010

View Product

More in Information theory

Psycho-Cybernetics (Updated and Expanded) : Psycho-cybernetics - Maxwell Maltz

Psycho-Cybernetics (Updated and Expanded)

Psycho-cybernetics

Paperback

RRP $26.99

$22.99

15%
OFF
Thinking in Systems : A Primer - Donella Meadows

Thinking in Systems

A Primer

Paperback

RRP $55.00

$30.75

44%
OFF
Psycho-Cybernetics 365 : Thrive and Grow Every Day of the Year - Maxwell Maltz

Psycho-Cybernetics 365

Thrive and Grow Every Day of the Year

Paperback

RRP $34.99

$28.75

18%
OFF
How to Prove It : A Structured Approach - Daniel J. Velleman

How to Prove It

A Structured Approach

Paperback

RRP $73.95

$70.75

The Infinite Alphabet : And the Laws of Knowledge - César A. Hidalgo

The Infinite Alphabet

And the Laws of Knowledge

Hardcover

RRP $59.99

$45.75

24%
OFF
The Black Swan : The Impact of the Highly Improbable - Nassim Nicholas Taleb

The Black Swan

The Impact of the Highly Improbable

Paperback

RRP $26.99

$22.99

15%
OFF
Data and Model Centric Artificial Intelligence for Industry 5.0 - Balamurugan Balusamy

Data and Model Centric Artificial Intelligence for Industry 5.0

Hardcover

RRP $315.00

$271.99

14%
OFF
Handbook of Systems Thinking Methods - Paul M. Salmon

Handbook of Systems Thinking Methods

Paperback

RRP $105.00

$88.75

15%
OFF
Nature Inspired Robotics - Jagjit Singh Dhatterwal

Nature Inspired Robotics

Paperback

$186.75

Handbook of Intelligent Robots : Theory, Methods and Applications - Humberto Sossa-Azuela

Handbook of Intelligent Robots

Theory, Methods and Applications

Hardcover

RRP $368.00

$315.99

14%
OFF

This product is categorised by