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...

Big Data and Computational Intelligence in Networking

Yulei Wu, Fei Hu, Geyong Min, Albert Y. Zomaya
December 15, 2017

This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive...

Computation of Generalized Matrix Inverses and Applications

Ivan Stanimirović
December 15, 2017

This volume offers a gradual exposition to matrix theory as a subject of linear algebra. It presents both the theoretical results in generalized matrix inverses and the applications. The book is as self-contained as possible, assuming no prior knowledge of matrix theory and linear algebra. The...

Quantum Information and Consciousness: A Gentle Introduction

Danko D. Georgiev
December 15, 2017

"I loved the book! This book is not just interesting, it is exciting. I have probably read every significant book in the field, and this is the strongest and most convincing one yet. It is also one of the most comprehensive in its explanations. I shall most certainly recommend the book to...

Big Data in Omics and Imaging: Association Analysis

Momiao Xiong
December 09, 2017

Big Data in Omics and Imaging: Association Analysis addresses the recent development of association analysis and machine learning for both population and family genomic data in sequencing era. It is unique in that it presents both hypothesis testing and a data mining approach to holistically...

Digital Image Processing and Analysis: Applications with MATLAB® and CVIPtools, Third Edition

Scott E Umbaugh
December 08, 2017

Digital image processing and analysis is a field that continues to experience rapid growth, with applications in many facets of our lives. Areas such as medicine, agriculture, manufacturing, transportation, communication systems, and space exploration are just a few of the application areas. This...

Graph Searching Games and Probabilistic Methods

Anthony Bonato, Pawel Pralat
December 06, 2017

Graph Searching Games and Probabilistic Methods is the first book that focuses on the intersection of graph searching games and probabilistic methods. The book explores various applications of these powerful mathematical tools to games and processes such as Cops and Robbers, Zombie and Survivors,...

Crossing Numbers of Graphs

Marcus Schaefer
December 05, 2017

Crossing Numbers of Graphs is the first book devoted to the crossing number, an increasingly popular object of study with surprising connections. The field has matured into a large body of work, which includes identifiable core results and techniques. The book presents a wide variety of ideas and...

Empirical Research for Software Security: Foundations and Experience

Lotfi ben Othmane, Martin Gilje Jaatun, Edgar Weippl
December 04, 2017

Developing secure software requires the integration of numerous methods and tools into the development process, and software design is based on shared expert knowledge, claims, and opinions. Empirical methods, including data analytics, allow extracting knowledge and insights from the data that...

Handbook of Discrete and Combinatorial Mathematics, Second Edition

Kenneth H. Rosen
December 01, 2017

Handbook of Discrete and Combinatorial Mathematics provides a comprehensive reference volume for mathematicians, computer scientists, engineers, as well as students and reference librarians. The material is presented so that key information can be located and used quickly and easily. Each chapter...

Big Data Analytics with Applications in Insider Threat Detection

Bhavani Thuraisingham, Pallabi Parveen, Mohammad Mehedy Masud, Latifur Khan
December 01, 2017

Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that antivirus software uses to detect viruses, reactively adaptive malware deploys those algorithms to...

Computational Approaches to Protein Dynamics: From Quantum to Coarse-Grained Methods

Monika Fuxreiter
November 30, 2017

The Latest Developments on the Role of Dynamics in Protein Functions Computational Approaches to Protein Dynamics: From Quantum to Coarse-Grained Methods presents modern biomolecular computational techniques that address protein flexibility/dynamics at all levels of theory. An international...

Handbook of Graph Theory, Second Edition

Jonathan L. Gross, Jay Yellen, Ping Zhang
November 30, 2017

In the ten years since the publication of the best-selling first edition, more than 1,000 graph theory papers have been published each year. Reflecting these advances, Handbook of Graph Theory, Second Edition provides comprehensive coverage of the main topics in pure and applied graph theory. This...

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