Computer Science & Engineering

Data Mining and Knowledge Discovery

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The Emerging Technology of Big Data: Its Impact as a Tool for ICT Development

1st Edition

Heru Susanto, Fang-Yie Leu, Chin Kang Chen
April 03, 2019

Big Data is now highly regarded and accepted as a useful tool to help organizations manage their data and information effectively and efficiently. This new volume, The Emerging Technology of Big Data: Its Impact as a Tool for ICT Development, looks at the new technology that has emerged to meet the...

Smart Data: State-of-the-Art Perspectives in Computing and Applications

1st Edition

Kuan-Ching Li, Beniamino Di Martino, Laurence T. Yang, Qingchen Zhang
March 13, 2019

Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data...

Handbook of IoT and Big Data

1st Edition

Vijender Kumar Solanki, Vicente García Díaz, J. Paulo Davim
March 05, 2019

This multi-contributed handbook focuses on the latest workings of IoT (internet of Things) and Big Data. As the resources are limited, it's the endeavor of the authors to support and bring the information into one resource. The book is divided into 4 sections that covers IoT and technologies, the...

Textual Data Science with R

1st Edition

Mónica Bécue-Bertaut
March 01, 2019

Textual Statistics with R comprehensively covers the main multidimensional methods in textual statistics supported by a specially-written package in R. Methods discussed include correspondence analysis, clustering, and multiple factor analysis for contigency tables. Each method is illuminated by...

Data Analytics: Effective Methods for Presenting Results

1st Edition

Subhashish Samaddar, Satish Nargundkar
February 28, 2019

If you are a manager who receives the results of any data analyst’s work to help with your decision-making, this book is for you. Anyone playing a role in the field of analytics can benefit from this book as well. In the two decades the editors of this book spent teaching and consulting in the...

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...

Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices

1st Edition

Brij B. Gupta, Quan Z. Sheng
February 13, 2019

While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer...

Big Data in ehealthcare: Challenges and Perspectives

1st Edition

Nandini Mukherjee, Sarmistha Neogy, Samiran Chattopadhyay
January 02, 2019

This book focuses on the different aspects of handling big data in healthcare. It showcases the current state-of-the-art technology used for storing health records and health data models. It also focuses on the research challenges in big data acquisition, storage, management and analysis....

How Well Do Executives Trust Their Intuition

1st Edition

Jay Liebowitz, Yolande Chan, Tracy Jenkin, Dylan Spicker, Joanna Paliszkiewicz, Fabio Babiloni
December 19, 2018

In this age of Big Data and analytics, knowledge gained through experiential learning and intuition may be taking a back seat to analytics. However, the use of intuition should not be underestimated and should play an important role in the decision process. How Well Do Executives Trust Their...

Swarm Intelligence Methods for Statistical Regression

1st Edition

Soumya Mohanty
December 11, 2018

A core task in statistical analysis, especially in the era of Big Data, is the fitting of flexible, high-dimensional, and non-linear models to noisy data in order to capture meaningful patterns. This can often result in challenging non-linear and non-convex global optimization problems. The large...

Industrial Applications of Machine Learning

1st Edition

Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza
December 10, 2018

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces...

Data Analytics for Smart Cities

1st Edition

Amir Alavi, William G. Buttlar
October 31, 2018

The development of smart cities is one of the most important challenges over the next few decades. Governments and companies are leveraging billions of dollars in public and private funds for smart cities. Next generation smart cities are heavily dependent on distributed smart sensing systems and...

Conferences

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