Neural-Symbolic Learning Systems: Foundations and Applications Book

Neural-Symbolic Learning Systems: Foundations and Applications, Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the, Neural-Symbolic Learning Systems: Foundations and Applications

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Neural-Symbolic Learning Systems: Foundations and Applications
Written by author Artur S. DAvila Garcez
Published by Springer-Verlag New York, LLC, July 2002
Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the
Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the

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1 Introduction and Overview 1
2 Background 13
Pt. I Knowledge Refinement in Neural Networks
3 Theory Refinement in Neural Networks 43
4 Experiments on Theory Refinement 87
Pt. II Knowledge Extraction from Neural Networks
5 Knowledge Extraction from Trained Networks 113
6 Experiments on Knowledge Extraction 159
Pt. III Knowledge Revision in Neural Networks
7 Handling Inconsistencies in Neural Networks 183
8 Experiments on Handling Inconsistencies 209
9 Neural-Symbolic Integration: The Road Ahead 235
References 253
Index 267

Title: Neural-Symbolic Learning Systems: Foundations and Applications

Manufacturer:

Steidl Publishing

Item Number: 9781852335120

Publication Date: July 2002

Number: 1

Product Description: Full Name: Neural-Symbolic Learning Systems: Foundations and Applications; Short Name:Neural-Symbolic Learning Systems

Universal Product Code (UPC): 9781852335120

WonderClub Stock Keeping Unit (WSKU): 9781852335120

Rating: 3/5 based on 2 Reviews

Image Location: https://wonderclub.com/images/covers/51/20/9781852335120.jpg

Category: Media >> Books

Weight: 0.200 kg (0.44 lbs)

Width: 0.610 cm (0.24 inches)

Heigh : 6.140 cm (2.42 inches)

Depth: 9.210 cm (3.63 inches)

Date Added: August 25, 2020, Added By: Ross

Date Last Edited: August 25, 2020, Edited By: Ross

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Neural-Symbolic Learning Systems: Foundations and Applications, Artificial Intelligence is concerned with producing devices that help or replace human beings in their daily activities. Neural-symbolic learning systems play a central role in this task by combining, and trying to benefit from, the advantages of both the, Neural-Symbolic Learning Systems: Foundations and Applications

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Neural-Symbolic Learning Systems: Foundations and Applications Book

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1	Introduction and Overview	1
2	Background	13
Pt. I	Knowledge Refinement in Neural Networks
3	Theory Refinement in Neural Networks	43
4	Experiments on Theory Refinement	87
Pt. II	Knowledge Extraction from Neural Networks
5	Knowledge Extraction from Trained Networks	113
6	Experiments on Knowledge Extraction	159
Pt. III	Knowledge Revision in Neural Networks
7	Handling Inconsistencies in Neural Networks	183
8	Experiments on Handling Inconsistencies	209
9	Neural-Symbolic Integration: The Road Ahead	235
	References	253
	Index	267