Tous les ebooks de la collection "Studies in Big Data" - Springer

136 Livre(s)
Télécharger le livre : New Paradigm of Industry 4.0
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New Paradigm of Industry 4.0
Srikanta Patnaik
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...

Editeur : Springer
Parution : 2019-08-21
Collection : Studies in Big Data
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168,79 €
Télécharger le livre : Digital Forensic Education
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Digital Forensic Education
Kim-Kwang Raymond Choo , Xiaolu Zhang
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...

Editeur : Springer
Parution : 2019-07-24
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : Concepts and Methods for a Librarian of the Web
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Concepts and Methods for a Librarian of the Web
Mario Kubek
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...

Editeur : Springer
Parution : 2019-06-20
Collection : Studies in Big Data
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126,59 €
Télécharger le livre : Evolutionary Decision Trees in Large-Scale Data Mining
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Evolutionary Decision Trees in Large-Scale Data Mining
Marek Kretowski
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...

Editeur : Springer
Parution : 2019-06-05
Collection : Studies in Big Data
PDF, ePub

126,59 €
Télécharger le livre : Big Data: Conceptual Analysis and Applications
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Big Data: Conceptual Analysis and Applications
Yuriy P. Zaychenko , Michael Z. Zgurovsky
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...

Editeur : Springer
Parution : 2019-03-20
Collection : Studies in Big Data
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126,59 €
Télécharger le livre : Recommender System for Improving Customer Loyalty
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Recommender System for Improving Customer Loyalty
Lynn Daniel , Zbigniew W. Ras , Katarzyna Tarnowska
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...

Editeur : Springer
Parution : 2019-03-19
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : Stream Data Mining: Algorithms and Their Probabilistic Properties
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Stream Data Mining: Algorithms and Their Probabilistic Properties
Piotr Duda , Maciej Jaworski , Leszek Rutkowski
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...

Editeur : Springer
Parution : 2019-03-16
Collection : Studies in Big Data
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168,79 €
Télécharger le livre : Advances in Deep Learning
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Advances in Deep Learning
Saduf Afzal , Farooq Ahmad Bhat , Asif Iqbal Khan , M. Arif Wani
This book introduces readers to both basic and advanced concepts in deep network models. It covers state-of-the-art deep architectures that many researchers are currently using to overcome the limitations of the traditional artificial neural networks. Various deep...

Editeur : Springer
Parution : 2019-03-14
Collection : Studies in Big Data
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179,34 €
Télécharger le livre : Environmental Modeling Using Satellite Imaging and Dataset Re-processing
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Environmental Modeling Using Satellite Imaging and Dataset Re-processing
Moses Eterigho Emetere
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...

Editeur : Springer
Parution : 2019-02-21
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : Big Data and Smart Digital Environment
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Big Data and Smart Digital Environment
Yousef Farhaoui , Laila Moussaid
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,...

Editeur : Springer
Parution : 2019-02-21
Collection : Studies in Big Data
PDF, ePub

210,99 €
Télécharger le livre : Security and Data Storage Aspect in Cloud Computing
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Security and Data Storage Aspect in Cloud Computing
Prachi S. Deshpande , Sateesh K. Peddoju , Subhash C. Sharma
This book analyses the various security threats in cloud computing. A host-based IDS (HIDS) using signature verification is developed and implemented for the concerned security issues. Further, owing to the vulnerability of distributed denial of service (DDoS) attacks...

Editeur : Springer
Parution : 2019-02-09
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : High-Utility Pattern Mining
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High-Utility Pattern Mining
Collectif
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...

Editeur : Springer
Parution : 2019-01-18
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : Deep Learning and Missing Data in Engineering Systems
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Deep Learning and Missing Data in Engineering Systems
Collins Achepsah Leke , Tshilidzi Marwala
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...

Editeur : Springer
Parution : 2018-12-13
Collection : Studies in Big Data
PDF

147,69 €
Télécharger le livre : Cloud Computing for Geospatial Big Data Analytics
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Cloud Computing for Geospatial Big Data Analytics
Rabindra K. Barik , Himansu Das , Harishchandra Dubey , Diptendu Sinha Roy
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...

Editeur : Springer
Parution : 2018-12-11
Collection : Studies in Big Data
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168,79 €
Télécharger le livre : An Introduction to Data
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An Introduction to Data
Francesco Corea
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...

Editeur : Springer
Parution : 2018-11-27
Collection : Studies in Big Data
PDF, ePub

158,24 €
Télécharger le livre : Ubiquitous Computing and Computing Security of IoT
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Ubiquitous Computing and Computing Security of IoT
Ajith Abraham , N. Jeyanthi , Hamid Mcheick
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,...

Editeur : Springer
Parution : 2018-10-03
Collection : Studies in Big Data
PDF, ePub

94,94 €
Télécharger le livre : Data Science in Practice
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Data Science in Practice
Alan Said , Vicenç Torra
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...

Editeur : Springer
Parution : 2018-09-19
Collection : Studies in Big Data
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126,59 €
Télécharger le livre : Learning from Data Streams in Evolving Environments
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Learning from Data Streams in Evolving Environments
Moamar Sayed-Mouchaweh
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...

Editeur : Springer
Parution : 2018-07-28
Collection : Studies in Big Data
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94,94 €
Télécharger le livre : Big Data for the Greater Good
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Big Data for the Greater Good
Vincent Charles , Ali Emrouznejad
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,...

Editeur : Springer
Parution : 2018-07-13
Collection : Studies in Big Data
PDF

147,69 €
Télécharger le livre : Big Data Processing Using Spark in Cloud
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Big Data Processing Using Spark in Cloud
Valentina E. Balas , Lalit Mohan Goyal , Raghvendra Kumar , Mamta Mittal
The book describes the emergence of big data technologies and the role of Spark in the entire big data stack. It compares Spark and Hadoop and identifies the shortcomings of Hadoop that have been overcome by Spark.The book mainly focuses on the in-depth architecture of...

Editeur : Springer
Parution : 2018-06-16
Collection : Studies in Big Data
PDF, ePub

94,94 €
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