Computer Science & Engineering

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Introduction to Machine Learning with Applications in Information Security

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Mark Stamp
September 7, 2017

Introduction to Machine Learning with Applications in Information Security provides a class-tested introduction to a wide variety of machine learning algorithms, reinforced through realistic applications. The book is accessible and doesn’t prove theorems, or otherwise dwell on mathematical theory....

Building the Network of the Future: Getting Smarter, Faster, and More Flexible with a Software Centric Approach

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John Donovan, Krish Prabhu
June 22, 2017

From the Foreword: "This book lays out much of what we’ve learned at AT&T about SDN and NFV. Some of the smartest network experts in the industry have drawn a map to help you navigate this journey. Their goal isn’t to predict the future but to help you design and build a network that will be...

Computational Intelligence Assisted Design: In Industrial Revolution 4.0

Yi Chen, Yun Li
June 20, 2018

Computational Intelligence Assisted Design framework mobilises computational resources, makes use of multiple Computational Intelligence (CI) algorithms and reduces computational costs. This book provides examples of real-world applications of technology. Case studies have been used to show the...

Conceptual Density Functional Theory and Its Application in the Chemical Domain

Nazmul Islam, Savas Kaya
June 20, 2018

In this book, new developments based on conceptual density functional theory (CDFT) and its applications in chemistry are discussed. It also includes discussion of some applications in corrosion and conductivity and synthesis studies based on CDFT. The electronic structure principles—such as the...

Multi-View Geometry Based Visual Perception and Control of Robotic Systems

Jian Chen, Bingxi Jia, Kaixiang Zhang
June 19, 2018

This book describes visual perception and control methods for robotic systems that need to interact with the environment. Multiple view geometry is utilized to extract low-dimensional geometric information from abundant and high-dimensional image information, making it convenient to develop general...

Beauty of Mathematics

Jun Wu
June 15, 2018

A series of essays introducing the applications of machine learning and statistics in natural language processing, speech recognition and web search for non-technical readers...

Introduction to Computer Graphics with OpenGL ES

JungHyun Han
June 08, 2018

OpenGL ES is the standard graphics API used for mobile and embedded systems. Despite its widespread use, there is a lack of material that addresses the balance of both theory and practice in OpenGL ES. JungHyun Han’s Introduction to Computer Graphics with OpenGL ES achieves this perfect balance....

GPU Pro 360 Guide to Geometry Manipulation

Wolfgang Engel
June 01, 2018

Wolfgang Engel’s GPU Pro 360 Guide to Geometry Manipulation gathers all the cutting-edge information from his previous seven GPU Pro volumes into a convenient single source anthology that covers geometry manipulation in computer graphics. This volume is complete with 19 articles by leading...

Bio-Inspired Algorithms in PID Controller Optimization

Jagatheesan Kallannan, Anand Baskaran, Nilanjan Dey, Amira S. Ashour
June 01, 2018

This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency...

Computational Methods for Approximation of Large-Scale Descriptor Systems

Mohammad Monir Uddin
May 31, 2018

This book mainly focuses on MOR techniques for the first and second order descriptor systems. The book also provides mathematical algorithms for implementing them in real-world applications. This book is intended for assisting undergraduates, graduates and researchers in academics and industries....

Exploratory Data Analysis Using R

Ronald K. Pearson
May 29, 2018

Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA) and introduces the range of "interesting" – good, bad, and ugly – features that can be found in data, and why it is important to find them. It also introduces the mechanics of using R to...

Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Contemporary and Emerging Applications, Volume 2

Teofilo F. Gonzalez
May 23, 2018

Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the...

Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Methologies and Traditional Applications, Volume 1

Teofilo F. Gonzalez
May 23, 2018

Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the...

Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Two-Volume Set

Teofilo F. Gonzalez
May 23, 2018

Handbook of Approximation Algorithms and Metaheuristics, Second Edition reflects the tremendous growth in the field, over the past two decades. Through contributions from leading experts, this handbook provides a comprehensive introduction to the underlying theory and methodologies, as well as the...

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