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Optimization in Machine Learning and Applications (Algorithms for Intelligent Systems)

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This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.
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Oracle PL/SQL For Dummies
Oracle PL/SQL For Dummies
Find tips for creating efficient PL/SQL code

If you know a bit about SQL, this book will make PL/SQL programming painless!

The Oracle has spoken—you need to get up to speed on PL/SQL programming, right? We predict it'll be a breeze with this book! You'll find out about code structures,...

PC Audio Editing with Adobe Audition 2.0: Broadcast, desktop and CD audio production
PC Audio Editing with Adobe Audition 2.0: Broadcast, desktop and CD audio production

At first glance . . . Adobe’s Audition seems to be a fairly simple and straightforward audio editing program. That’s because it is! But don’t let that intuitive GUI (graphic user interface) fool you – it’s an extremely powerful editor that has worked its way into the mainstay of the audio production industry, one...

Schaum's Easy Outline: Calculus
Schaum's Easy Outline: Calculus
Boiled-down essentials of the top-selling Schaum's Outline series for the student with limited time What could be better than the bestselling Schaum's Outline series? For students looking for a quick nuts-and-bolts overview, it would have to be Schaum's Easy Outline series. Every book in this series is a pared-down, simplified, and tightly focused...

Advanced Techniques in Knowledge Discovery and Data Mining
Advanced Techniques in Knowledge Discovery and Data Mining
Data mining and knowledge discovery (DMKD) is a rapidly expanding field in computer science. It has become very important because of an increased demand for methodologies and tools that can help the analysis and understanding of huge amounts of data generated on a daily basis by institutions like hospitals, research laboratories, banks, insurance...
Core Concepts of Accounting Information Systems
Core Concepts of Accounting Information Systems

Information technologies impact every aspect of accounting, including financial reporting, managerial accounting, auditing, and tax. The nature of the work done by accountants continues to evolve as these technologies advance. For example, less than 30 years ago, accountants could have spent much of their day footing ledgers and making...

Electroconvulsive Therapy
Electroconvulsive Therapy
In this fully-revised fourth edition of what has long been the standard textbook for the field, Dr. Richard Abrams once again demonstrates his unique ability to analyze and present a wealth of new(and often technical) material in a lucid, compelling, and highly readable fashion. Hundreds of new clinical studies called from the more than 1500...
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