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Big Data in Engineering Applications
  • Language: en
  • Pages: 381

Big Data in Engineering Applications

  • Type: Book
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  • Published: 2018-05-02
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  • Publisher: Springer

This book presents the current trends, technologies, and challenges in Big Data in the diversified field of engineering and sciences. It covers the applications of Big Data ranging from conventional fields of mechanical engineering, civil engineering to electronics, electrical, and computer science to areas in pharmaceutical and biological sciences. This book consists of contributions from various authors from all sectors of academia and industries, demonstrating the imperative application of Big Data for the decision-making process in sectors where the volume, variety, and velocity of information keep increasing. The book is a useful reference for graduate students, researchers and scientists interested in exploring the potential of Big Data in the application of engineering areas.

Predictive Intelligence Using Big Data and the Internet of Things
  • Language: en
  • Pages: 316

Predictive Intelligence Using Big Data and the Internet of Things

  • Type: Book
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  • Published: 2018-12-28
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  • Publisher: IGI Global

With the recent growth of big data and the internet of things (IoT), individuals can now upload, retrieve, store, and collect massive amounts of information to help drive decisions and optimize processes. Due to this, a new age of predictive computing is taking place, and data can now be harnessed to predict unknown occurrences or probabilities based on data collected in real time. Predictive Intelligence Using Big Data and the Internet of Things highlights state-of-the-art research on predictive intelligence using big data, the IoT, and related areas to ensure quality assurance and compatible IoT systems. Featuring coverage on predictive application scenarios to discuss these breakthroughs in real-world settings and various methods, frameworks, algorithms, and security concerns for predictive intelligence, this book is ideally designed for academicians, researchers, advanced-level students, and technology developers.

Actionable Science of Global Environment Change
  • Language: en
  • Pages: 390

Actionable Science of Global Environment Change

This volume teaches readers how to sort through the vast mountain of climate and environmental science data to extract actionable insights. With the advancements in sensing technology, we now observe petabytes of data related to climate and the environment. While the volume of data is impressive, collecting big data for the sake of data alone proves to be of limited utility. Instead, our quest is for actionable data that can drive tangible actions and meaningful impact. Yet, unearthing actionable insights from the accumulated big data and delivering them to global stakeholders remains a burgeoning field. Although traditional data mining struggles to keep pace with data accumulation, scientif...

Nature-Inspired Algorithms for Big Data Frameworks
  • Language: en
  • Pages: 435

Nature-Inspired Algorithms for Big Data Frameworks

  • Type: Book
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  • Published: 2018-09-28
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  • Publisher: IGI Global

As technology continues to become more sophisticated, mimicking natural processes and phenomena becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Algorithms for Big Data Frameworks is a collection of innovative research on the methods and applications of extracting meaningful information from data using algorithms that are capable of handling the constraints of processing time, memory usage, and the dynamic and unstructured nature of data. Highlighting a range of topics including genetic algorithms, data classification, and wireless sensor networks, this book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the application of nature and biologically inspired algorithms for handling challenges posed by big data in diverse environments.

Advanced Metaheuristic Methods in Big Data Retrieval and Analytics
  • Language: en
  • Pages: 340

Advanced Metaheuristic Methods in Big Data Retrieval and Analytics

  • Type: Book
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  • Published: 2018-11-02
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  • Publisher: IGI Global

The amount of data shared and stored on the web and other document repositories is steadily on the rise. Unfortunately, this growth increases inefficiencies and difficulties when trying to find the most relevant and up-to-date information due to unstructured data. Advanced Metaheuristic Methods in Big Data Retrieval and Analytics examines metaheuristic techniques as an important alternative model for solving complex problems that are not treatable by deterministic methods. Recent studies suggest that IR and biomimicry can be used together for several application problems in big data and internet of things, especially when conventional methods would be too expensive or difficult to implement. Featuring coverage on a broad range of topics such as ontology, plagiarism detection, and machine learning, this book is ideally designed for engineers, graduate students, IT professionals, and academicians seeking an overview of new trends in information retrieval in big data.

Novel Design and Applications of Robotics Technologies
  • Language: en
  • Pages: 356

Novel Design and Applications of Robotics Technologies

  • Type: Book
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  • Published: 2018-09-14
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  • Publisher: IGI Global

Through expanded intelligence, the use of robotics has fundamentally transformed a variety of fields, including manufacturing, aerospace, medical, social services, and agriculture. Providing successful techniques in robotic design allows for increased autonomous mobility, which leads to a greater productivity level. Novel Design and Applications of Robotics Technologies provides innovative insights into the state-of-the-art technologies in the design and development of robotic technologies and their real-world applications. The content within this publication represents the work of interactive learning, microrobot swarms, and service robots. It is a vital reference source for computer engineers, robotic developers, IT professionals, academicians, and researchers seeking coverage on topics centered on the application of robotics to perform tasks in various disciplines.

Materials and Methods for Industrial Wastewater and Groundwater Treatment
  • Language: en
  • Pages: 437

Materials and Methods for Industrial Wastewater and Groundwater Treatment

An expert synthesis of the latest materials and methods with applications for groundwater and wastewater treatment Materials and Methods for Industrial Wastewater and Groundwater Treatment delivers an up-to-date discussion of the materials and methods being used to address the problem of pollutants in industrial wastewaters and groundwater. The book describes innovative new materials with significant potential to emerge as a next-generation solution in the water treatment space. Cutting-edge research is synthesized into these novel materials and methods and case studies demonstrate real-world applications of new solutions for water treatment. Readers will also find: A thorough introduction t...