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Machine Learning in Java
Design, build, and deploy your own machine learning
applications by leveraging key Java machine learning
libraries
Boštjan Kaluža
BIRMINGHAM - MUMBAI
Machine Learning in 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 author, 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: April 2016
Production reference: 1260416
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78439-658-9
www.packtpub.com
Credits
Author
Boštjan Kaluža
Reviewers
Abhik Banerjee
Wei Di
Manjunath Narayana
Ravi Sharma
Commissioning Editor
Amarabha Banerjee
Acquisition Editor
Aaron Lazar
Content Development Editor
Rohit Singh
Technical Editor
Suwarna Patil
Copy Editor
Vibha Shukla
Project Coordinator
Izzat Contractor
Proofreader
Sas Editing
Indexer
Mariammal Chettiyar
Graphics
Disha Haria
Production Coordinator
Nilesh Mohite
Cover Work
Nilesh Mohite
About the Author
Boštjan Kaluža, PhD, is a researcher in articial intelligence and machine learning.
Boštjan is the chief data scientist at Evolven, a leading IT operations analytics
company, focusing on conguration and change management. He works with
machine learning, predictive analytics, pattern mining, and anomaly detection to
turn data into understandable relevant information and actionable insight.
Prior to Evolven, Boštjan served as a senior researcher in the department of intelligent
systems at the Jozef Stefan Institute, a leading Slovenian scientic research institution,
and led research projects involving pattern and anomaly detection, ubiquitous
computing, and multi-agent systems. Boštjan was also a visiting researcher at the
University of Southern California, where he studied suspicious and anomalous agent
behavior in the context of security applications. Boštjan has extensive experience in
Java and Python, and he also lectures on Weka in the classroom.
Focusing on machine learning and data science, Boštjan has published numerous
articles in professional journals, delivered conference papers, and authored or
contributed to a number of patents. In 2013, Boštjan published his rst book on data
science, Instant Weka How-to, Packt Publishing, exploring how to leverage machine
learning using Weka. Learn more about him at http://bostjankaluza.net.
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