Information Technology

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Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications

1st Edition

Yunong Zhang, Dechao Chen, Chengxu Ye
March 20, 2019

Toward Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications introduces the outlook and extension toward deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors’ 20 years of research experience on neuronets, the book...

Big Data: A Tutorial-Based Approach

1st Edition

Nasir Raheem
February 25, 2019

Big Data: A Tutorial-Based Approach explores the tools and techniques used to bring about the marriage of structured and unstructured data. It focuses on Hadoop Distributed Storage and MapReduce Processing by implementing (i) Tools and Techniques of Hadoop Eco System, (ii) Hadoop Distributed File...

Revival: Genetic Algorithms for Pattern Recognition (1986)

1st Edition

Sankar K. Pal, Paul P. Wang
February 20, 2019

Solving pattern recognition problems involves an enormous amount of computational effort. By applying genetic algorithms - a computational method based on the way chromosomes in DNA recombine - these problems are more efficiently and more accurately solved. Genetic Algorithms for Pattern...

Revival: Handbook of Data Center Management (1998): Second Edition

1st Edition

Wayne C. Bradley
February 20, 2019

Accounting for the rapid and often confusing changes currently underway in the information systems of organizations, such as the rush to replace mainframes with networks and the decentralization of data storage and processing, provides insights on the duties and challenges of a data center manager....

Security in IoT-Enabled Spaces

1st Edition

Fadi Al-Turjman
February 18, 2019

Security and smart spaces are among the most significant topics in IoT nowadays. The implementation of secured smart spaces is at the heart of this concept, and its development is a key issue in the next generation IoT. This book addresses major security aspects and challenges in realizing smart...

A Beginner’s Guide to Using Open Access Data

1st Edition

Saif Aldeen Saleh AlRyalat, Shaher Momani
February 11, 2019

Open Access Data is emerging as a source for cutting edge scholarship. This concise book provides guidance from generating a research idea to publishing results. Both young researchers and well-established scholars can use this book to upgrade their skills with respect to emerging data sources,...

Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies

1st Edition

Chong Li, Meikang Qiu
February 04, 2019

Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different...

Software Engineering for Variability Intensive Systems: Foundations and Applications

1st Edition

Ivan Mistrik, Matthias Galster, Bruce R. Maxim
January 30, 2019

This book addresses the challenges in the software engineering of variability-intensive systems. Variability-intensive systems can support different usage scenarios by accommodating different and unforeseen features and qualities. The book features academic and industrial contributions that discuss...

Data Infrastructure Management: Insights and Strategies

1st Edition

Greg Schulz
January 29, 2019

This book looks at various application and data demand drivers, along with data infrastructure options from legacy on premise, public cloud, hybrid, software-defined data center (SDDC), software data infrastructure (SDI), container as well as serverless along with infrastructure as a Service (IaaS)...

Working with Oracle GoldenGate 12c: From Implementation to Troubleshooting

1st Edition

Gavin Powell
January 24, 2019

This book teaches the basics of Oracle GoldenGate, which is a product that is used to simplify the process of Oracle Database Replication. GoldenGate can be used for reporting, failover, high availability, live reporting, data warehousing, and BigData ETL process, as well as connecting to multiple...

HEALTHCARE's OUT SICK - PREDICTING A CURE - Solutions that WORK !!!!: Predictive Analytic Modeling, Decision Making, INNOVATIONS and Precision Medicine Necessary to Correct the Broken Healthcare Delivery System

1st Edition

Gary D. Miner, Linda Miner, Darrell L. Dean
January 23, 2019

The U.S. healthcare system is in "complete chaos-disarray." Medical costs have increased significantly over the past 6 years with 70% increase for deductibles and 24% or more for health insurance premiums. All the while, workers earnings have either not increased or if they did, the pay raises were...

Transformation and Your New EHR: The Communications and Change Leadership Playbook for Implementing Electronic Health Records

1st Edition

Dennis R. Delisle, Andy McLamb, Samantha Inch
January 17, 2019

Transformation and Your New EHR offers a robust communication and change leadership approach to support electronic health record (EHR) implementations and transformation journeys. This book highlights the approach and philosophy of communication, change leadership, and systems and process design,...

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