Computer Science & Engineering

Data Mining and Knowledge Discovery

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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...

Enterprise Process Management Systems: Engineering Process-Centric Enterprise Systems using BPMN 2.0

1st Edition

Vivek Kale
October 24, 2018

  Enterprise Process Management Systems: Engineering Process-Centric Enterprise Systems using BPMN 2.0 proposes a process-centric paradigm to replace the traditional data-centric paradigm for Enterprise Systems (ES)--ES should be reengineered from the present data-centric enterprise...

The Stances of e-Government: Policies, Processes and Technologies

1st Edition

Puneet Kumar, Vinod Kumar Jain, Kumar Sambhav Pareek
October 24, 2018

This book focuses on the three inevitable facets of e-government, namely policies, processes and technologies. The policies discusses the genesis and revitalization of government policies; processes talks about ongoing e-government practices across developing countries; technology reveals...

Data Analytics in Project Management

1st Edition

Seweryn Spalek
October 24, 2018

This book aims to help the reader better understand the importance of data analysis in project management. Moreover, it provides guidance by showing tools, methods, techniques and lessons learned on how to better utilize the data gathered from the projects. First and foremost, insight into the...

Big Data Analytics: A Social Network Approach

1st Edition

Mrutyunjaya Panda, Ajith Abraham, Aboul Ella Hassanien
October 09, 2018

Social networking has increased drastically in recent years, resulting in an increased amount of data being created daily. Furthermore, diversity of issues and complexity of the social networks pose a challenge in social network mining. Traditional algorithm software cannot deal with such complex...

Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications

1st Edition

Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra
October 06, 2018

This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation,...

Military Applications of Data Analytics

1st Edition

Kevin Huggins
October 02, 2018

Military organizations around the world are normally huge producers and consumers of data. Accordingly, they stand to gain from the many benefits associated with data analytics. However, for leaders in defense organizations—either government or industry—accessible use cases are not always available...

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....

Risk Assessment and Decision Analysis with Bayesian Networks

2nd Edition

Norman Fenton, Martin Neil
September 12, 2018

Since the first edition of this book published, Bayesian networks have become even more important for applications in a vast array of fields. This second edition includes new material on influence diagrams, learning from data, value of information, cybersecurity, debunking bad statistics, and much...

Human Capital Systems, Analytics, and Data Mining

1st Edition

Robert C. Hughes
August 22, 2018

Human Capital Systems, Analytics, and Data Mining provides human capital professionals, researchers, and students with a comprehensive and portable guide to human capital systems, analytics and data mining. The main purpose of this book is to provide a rich tool set of methods and tutorials for...

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