Neural Network Programming with Java Packt 2016.pdf

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Neural Network Programming
with Java
Unleash the power of neural networks by implementing
professional Java code
Fábio M. Soares
Alan M.F. Souza
BIRMINGHAM - MUMBAI
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Neural Network Programming with Java
Copyright © 2016 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval
system, or transmitted in any form or by any means, without the prior written
permission of the publisher, except in the case of brief quotations embedded in
critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy
of the information presented. However, the information contained in this book is
sold without warranty, either express or implied. Neither the authors, nor Packt
Publishing, and its dealers and distributors will be held liable for any damages
caused or alleged to be caused directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the
companies and products mentioned in this book by the appropriate use of capitals.
However, Packt Publishing cannot guarantee the accuracy of this information.
First published: January 2016
Production reference: 1060116
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78588-090-2
www.packtpub.com
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Credits
Authors
Fábio M. Soares
Alan M.F. Souza
Proofreader
Reviewer
Saeed Afzal
Indexer
Commissioning Editor
Amarabha Banerjee
Graphics
Acquisition Editor
Rahul Nair
Production Coordinator
Content Development Editor
Riddhi Tuljapurkar
Cover Work
Technical Editor
Vivek Pala
Copy Editor
Tani Kothari
Nilesh Mohite
Nilesh Mohite
Disha Haria
Hemangini Bari
Safis Editing
Project Coordinator
Kinjal Bari
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About the Authors
Fábio M. Soares
holds a master's degree in applied computing from UFPA and
is currently a PhD candidate at the same university. He has been designing neural
network solutions since 2004 and has developed applications with this technique in
several fields, ranging from telecommunications to chemistry process modeling, and
his research topics cover supervised learning for data-driven modeling.
He is also self-employed, offering services such as IT infrastructure management as
well as database administration to a number of small- and medium-sized companies
in northern Brazil. In the past, he has worked for big companies such as Albras, one
of the most important aluminium smelters in the world, and Eletronorte, a great
power supplier in Brazil. He also has experience as a lecturer, having worked at the
Federal Rural University of Amazon and as a Faculty of Castanhal, both in the state
of Pará, teaching subjects involving programming and artificial intelligence.
He has published a number of works, many of them available in English, all
including the topics of artificial intelligence applied to some problem. His
publications include conference proceedings, such as the TMS (The Minerals Metals
and Materials Society), Light Metals and the Intelligent Data Engineering and
Automated Learning. He has also has published two book chapters for Intech.
I would like to give a special acknowledgement to God for having
given me the opportunity to get access to rich knowledge on this
theme, which I simply love doing research on. Special thanks to my
family, my father, Josafá, and mother, Maria Alice (in memoriam),
who would be very proud of me for this book, and also my brother,
Flávio, my aunt, Maria Irenice, as well as all my relatives who always
supported me in some way during my studies. I would also like to
thank the support of my advisor, Prof. Roberto Limão. I am very
grateful to him for having invited me to work with him on many
projects regarding artificial intelligence and neural networks. Also,
special thanks to my partners and former partners from Exodus
Sistemas, who have helped me in my challenges in programming and
IT infrastructure. Finally, I'd like to thank my friend Alan Souza, who
wrote this book with me, for having extended to me this authorship.
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