Studies in Big Data – serie
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366 produkter
Deep Learning and Missing Data in Engineering Systems
Av Collins Achepsah Leke, Tshilidzi Marwala
Inbunden, 2019
1643 kr
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Deep Learning and Missing Data in Engineering Systems uses deep learning and swarm intelligence methods to cover missing data estimation in engineering systems. The missing data estimation processes proposed in the book can be applied in image recognition and reconstruction. To facilitate the …
Ubiquitous Computing and Computing Security of IoT
Av N. Jeyanthi, Ajith Abraham m. fl.
Inbunden, 2018
1131 kr
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This provides a comprehensive overview of the key principles of security concerns surrounding the upcoming Internet of Things (IoT), and introduces readers to the protocols adopted in the IoT. It also analyses the vulnerabilities, attacks and defense mechanisms, highlighting the security issues in …
Cloud Computing for Geospatial Big Data Analytics
Intelligent Edge, Fog and Mist Computing
Av Himansu Das, Rabindra K. Barik m. fl.
Inbunden, 2019
1862 kr
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This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers …
Introduction to Data
Everything You Need to Know About AI, Big Data and Data Science
Inbunden, 2018
1753 kr
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This book reflects the author’s years of hands-on experience as an academic and practitioner. It is primarily intended for executives, managers and practitioners who want to redefine the way they think about artificial intelligence (AI) and other exponential technologies. Accordingly the book, …
High-Utility Pattern Mining
Theory, Algorithms and Applications
Av Philippe Fournier-Viger, Jerry Chun-Wei Lin m. fl.
Inbunden, 2019
1131 kr
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This book presents an overview of techniques for discovering high-utility patterns (patterns with a high importance) in data. It introduces the main types of high-utility patterns, as well as the theory and core algorithms for high-utility pattern mining, and describes recent advances, …
Text Mining
Concepts, Implementation, and Big Data Challenge
Av Taeho Jo
Häftad, 2019
1861 kr
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This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text …
Big Data for the Greater Good
Av Ali Emrouznejad, Vincent Charles
Häftad, 2018
1693 kr
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This book highlights some of the most fascinating current uses, thought-provoking changes, and biggest challenges that Big Data means for our society. The explosive growth of data and advances in Big Data analytics have created a new frontier for innovation, competition, productivity, and …
Data Science in Practice
Häftad, 2018
1468 kr
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This book approaches big data, artificial intelligence, machine learning, and business intelligence through the lens of Data Science. We have grown accustomed to seeing these terms mentioned time and time again in the mainstream media. However, our understanding of what they actually mean often …
Learning from Data Streams in Evolving Environments
Methods and Applications
Häftad, 2018
1098 kr
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This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary processes. The goal is to discuss and overview the advanced techniques, methods and tools that are dedicated to manage, exploit and …
Intelligent Methods and Big Data in Industrial Applications
Av Robert Bembenik, Łukasz Skonieczny m. fl.
Häftad, 2019
1693 kr
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The inspiration for this book came from the Industrial Session of the ISMIS 2017 Conference in Warsaw. It covers numerous applications of intelligent technologies in various branches of the industry. Intelligent computational methods and big data foster innovation and enable the industry to …
Cloud Computing for Optimization: Foundations, Applications, and Challenges
Av Bhabani Shankar Prasad Mishra, Himansu Das m. fl.
Häftad, 2019
1131 kr
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This book discusses harnessing the real power of cloud computing in optimization problems, presenting state-of-the-art computing paradigms, advances in applications, and challenges concerning both the theories and applications of cloud computing in optimization with a focus on diverse fields like …
Big Data and Smart Digital Environment
Av Yousef Farhaoui, Laila Moussaid
Inbunden, 2019
2254 kr
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This book reviews the state of the art of big data analysis and smart city. It includes issues which pertain to signal processing, probability models, machine learning, data mining, database, data engineering, pattern recognition, visualisation, predictive analytics, data warehousing, data …
Big Data and Smart Digital Environment
Av Yousef Farhaoui, Laila Moussaid
Häftad, 2020
2254 kr
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This book reviews the state of the art of big data analysis and smart city. It includes issues which pertain to signal processing, probability models, machine learning, data mining, database, data engineering, pattern recognition, visualisation, predictive analytics, data warehousing, data …
Ubiquitous Computing and Computing Security of IoT
Av N. Jeyanthi, Ajith Abraham m. fl.
Häftad, 2019
1131 kr
Lägg i varukorg
This provides a comprehensive overview of the key principles of security concerns surrounding the upcoming Internet of Things (IoT), and introduces readers to the protocols adopted in the IoT. It also analyses the vulnerabilities, attacks and defense mechanisms, highlighting the security issues in …
Environmental Modeling Using Satellite Imaging and Dataset Re-processing
Inbunden, 2019
1098 kr
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This book introduces methods of re-processing images to extract numerical information that can be used to quantify the observables in environmental modelling. Experiments or procedures that yield large images can be statistically or parametrically examined. Through the use of open source libraries, …
Environmental Modeling Using Satellite Imaging and Dataset Re-processing
Häftad, 2020
1098 kr
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This book introduces methods of re-processing images to extract numerical information that can be used to quantify the observables in environmental modelling. Experiments or procedures that yield large images can be statistically or parametrically examined. Through the use of open source libraries, …
Recommender System for Improving Customer Loyalty
Av Katarzyna Tarnowska, Zbigniew W. Ras m. fl.
Inbunden, 2019
1131 kr
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This book presents the Recommender System for Improving Customer Loyalty. New and innovative products have begun appearing from a wide variety of countries, which has increased the need to improve the customer experience. When a customer spends hundreds of thousands of dollars on a piece of …
Recommender System for Improving Customer Loyalty
Av Katarzyna Tarnowska, Zbigniew W. Ras m. fl.
Häftad, 2020
1131 kr
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This book presents the Recommender System for Improving Customer Loyalty. New and innovative products have begun appearing from a wide variety of countries, which has increased the need to improve the customer experience. When a customer spends hundreds of thousands of dollars on a piece of …
Stream Data Mining: Algorithms and Their Probabilistic Properties
Av Leszek Rutkowski, Maciej Jaworski m. fl.
Inbunden, 2019
1862 kr
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This book presents a unique approach to stream data mining. Unlike the vast majority of previous approaches, which are largely based on heuristics, it highlights methods and algorithms that are mathematically justified. First, it describes how to adapt static decision trees to accommodate data …
Big Data: Conceptual Analysis and Applications
Av Michael Z. Zgurovsky, Yuriy P. Zaychenko
Inbunden, 2019
1468 kr
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The book is devoted to the analysis of big data in order to extract from these data hidden patterns necessary for making decisions about the rational behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, …
Evolutionary Decision Trees in Large-Scale Data Mining
Inbunden, 2019
1468 kr
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This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an …
Evolutionary Decision Trees in Large-Scale Data Mining
Häftad, 2020
1468 kr
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This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an …
Concepts and Methods for a Librarian of the Web
Av Mario Kubek
Inbunden, 2019
1468 kr
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The World Wide Web can be considered a huge library that in consequence needs a capable librarian responsible for the classification and retrieval of documents as well as the mediation between library resources and users. Based on this idea, the concept of the “Librarian of the Web” is introduced …
Concepts and Methods for a Librarian of the Web
Av Mario Kubek
Häftad, 2020
1468 kr
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The World Wide Web can be considered a huge library that in consequence needs a capable librarian responsible for the classification and retrieval of documents as well as the mediation between library resources and users. Based on this idea, the concept of the “Librarian of the Web” is introduced …
Digital Forensic Education
An Experiential Learning Approach
Av Xiaolu Zhang, Kim-Kwang Raymond Choo
Inbunden, 2019
1010 kr
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In this book, the editors explain how students enrolled in two digital forensic courses at their institution are exposed to experiential learning opportunities, where the students acquire the knowledge and skills of the subject-matter while also learning how to adapt to the ever-changing digital …
Digital Forensic Education
An Experiential Learning Approach
Av Xiaolu Zhang, Kim-Kwang Raymond Choo
Häftad, 2020
1010 kr
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In this book, the editors explain how students enrolled in two digital forensic courses at their institution are exposed to experiential learning opportunities, where the students acquire the knowledge and skills of the subject-matter while also learning how to adapt to the ever-changing digital …
New Paradigm of Industry 4.0
Internet of Things, Big Data & Cyber Physical Systems
Inbunden, 2019
1917 kr
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The book provides readers with an overview of the state of the art in the field of Industry 4.0 and related research advancements. The respective chapters identify and discuss new dimensions of both risk factors and success factors, along with performance metrics that can be employed in future …
New Paradigm of Industry 4.0
Internet of Things, Big Data & Cyber Physical Systems
Häftad, 2020
1917 kr
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The book provides readers with an overview of the state of the art in the field of Industry 4.0 and related research advancements. The respective chapters identify and discuss new dimensions of both risk factors and success factors, along with performance metrics that can be employed in future …
Big Data Analytics in Healthcare
Av Anand J. Kulkarni, Patrick Siarry m. fl.
Inbunden, 2019
1917 kr
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This book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare. The concept of big data is revolutionary, both from a technological and societal well-being standpoint. This book …
Big Data Analytics in Healthcare
Av Anand J. Kulkarni, Patrick Siarry m. fl.
Häftad, 2020
1917 kr
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This book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare. The concept of big data is revolutionary, both from a technological and societal well-being standpoint. This book …
