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Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques

1st Edition

Francesco Bonchi, Elena Ferrari
September 05, 2019

Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and...

Data Warehouse Designs: Achieving ROI with Market Basket Analysis and Time Variance

1st Edition

Fon Silvers
August 30, 2019

Market Basket Analysis (MBA) provides the ability to continually monitor the affinities of a business and can help an organization achieve a key competitive advantage. Time Variant data enables data warehouses to directly associate events in the past with the participants in each individual event....

Smart Healthcare Systems

1st Edition

Adwitiya Sinha, Megha Rathi
July 31, 2019

About the Book The book provides details of applying intelligent mining techniques for extracting and pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical...

Teaching Data Analytics: Pedagogy and Program Design

1st Edition

Susan A Vowels, Katherine Leaming Goldberg
June 28, 2019

The need for analytics skills is a source of the burgeoning growth in the number of analytics and decision science programs in higher education developed to feed the need for capable employees in this area. The very size and continuing growth of this need means that there is still space for new...

Practical Guide to Large Database Migration

1st Edition

Preston Zhang
April 03, 2019

It is a major challenge to migrate very large databases from one system, say for example, to transfer critical data from Oracle to SQL Server. One has to consider several issues such as loss of data being transferred, the security of the data, the cost and effort, technical aspects of the software...

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...

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,...

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...

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...

Data Analytics: Concepts, Techniques, and Applications

1st Edition

Mohiuddin Ahmed, Al-Sakib Khan Pathan
October 02, 2018

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems....

Multilevel Security for Relational Databases

1st Edition

Osama S. Faragallah, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie, Ahmed I. Sallam, Hala S. El-Sayed
September 18, 2018

Since databases are the primary repositories of information for today’s organizations and governments, database security has become critically important. Introducing the concept of multilevel security in relational databases, this book provides a comparative study of the various models that support...

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