Télécharger le livre :  Modeling and Simulation in HPC and Cloud Systems
This book consists of eight chapters, five of which provide a summary of the tutorials and workshops organised as part of the cHiPSet Summer School: High-Performance Modelling and Simulation for Big Data Applications Cost Action on “New Trends in Modelling and...

Editeur : Springer
Parution : 2018-01-30
Collection : Studies in Big Data PDF

52,74

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Télécharger le livre :  Modern Algorithms of Cluster Analysis
This book provides the reader with a basic understanding of the formal concepts of the cluster, clustering, partition, cluster analysis etc. The book explains feature-based, graph-based and spectral clustering methods and discusses their formal similarities and...

Editeur : Springer
Parution : 2017-12-29
Collection : Studies in Big Data PDF

179,34

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Télécharger le livre :  Nonparametric Kernel Density Estimation and Its Computational Aspects
This book describes computational problems related to kernel density estimation (KDE) – one of the most important and widely used data smoothing techniques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are...

Editeur : Springer
Parution : 2017-12-21
Collection : Studies in Big Data PDF

137,14

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Télécharger le livre :  Granular Computing Based Machine Learning
This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five Vs—Volume, Velocity, Variety, Veracity and Variability. The...

Editeur : Springer
Parution : 2017-11-04
Collection : Studies in Big Data PDF, ePub

116,04

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Télécharger le livre :  Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data
This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data. Further, it presents easy-to-use analytical models of knowledge-related processes and their...

Editeur : Springer
Parution : 2017-08-19
Collection : Studies in Big Data PDF, ePub

116,04

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Télécharger le livre :  Guide to Big Data Applications
This handbook brings together a variety of approaches to the uses of big data in multiple fields, primarily science, medicine, and business.This single resource features contributions from researchers around the world from a variety of fields, where they share their...

Editeur : Springer
Parution : 2017-05-25
Collection : Studies in Big Data PDF, ePub

126,59

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Télécharger le livre :  Data Privacy: Foundations, New Developments and the Big Data Challenge
This book offers a broad, cohesive overview of the field of data privacy. It discusses, from a technological perspective, the problems and solutions of the three main communities working on data privacy: statistical disclosure control (those with a statistical...

Editeur : Springer
Parution : 2017-05-17
Collection : Studies in Big Data PDF, ePub

168,79

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Télécharger le livre :  Internet of Things: Novel Advances and Envisioned Applications
This book focuses on a combination of theoretical advances in the Internet of Things, cloud computing and its real-life applications to serve society. The book discusses technological innovations, authentication, mobility support and security, group rekeying schemes and...

Editeur : Springer
Parution : 2017-04-19
Collection : Studies in Big Data PDF, ePub

147,69

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Télécharger le livre :  Data Science and Big Data: An Environment of Computational Intelligence
This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in...

Editeur : Springer
Parution : 2017-03-21
Collection : Studies in Big Data PDF, ePub

168,79

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Télécharger le livre :  Advances in Mobile Cloud Computing and Big Data in the 5G Era
This book reports on the latest advances on the theories, practices, standards and strategies that are related to the modern technology paradigms, the Mobile Cloud computing (MCC) and Big Data, as the pillars and their association with the emerging 5G mobile...

Editeur : Springer
Parution : 2016-11-19
Collection : Studies in Big Data PDF, ePub

158,24

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Télécharger le livre :  Big Data Optimization: Recent Developments and Challenges
The main objective of this book is to provide the necessary background to work with big data by introducing some novel optimization algorithms and codes capable of working in the big data setting as well as introducing some applications in big data optimization for both...

Editeur : Springer
Parution : 2016-05-26
Collection : Studies in Big Data ePub

168,79

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Télécharger le livre :  Big Data Analytics: A Management Perspective
This book is about innovation, big data, and data science seen from a business perspective. Big data is a buzzword nowadays, and there is a growing necessity within practitioners to understand better the phenomenon, starting from a clear stated definition.This book aims...

Editeur : Springer
Parution : 2016-05-24
Collection : Studies in Big Data ePub

126,59

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Télécharger le livre :  Machine Intelligence and Big Data in Industry
This book presents valuable contributions devoted to practical applications of Machine Intelligence and Big Data in various branches of the industry. All the contributions are extended versions of presentations delivered at the Industrial Session the 6th International...

Editeur : Springer
Parution : 2016-03-24
Collection : Studies in Big Data ePub

94,94

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Télécharger le livre :  Big Data Analysis: New Algorithms for a New Society
This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or...

Editeur : Springer
Parution : 2015-12-16
Collection : Studies in Big Data PDF, ePub

168,79

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Télécharger le livre :  Intelligent Agents in Data-intensive Computing
This book presents new approaches that advance research in all aspects of agent-based models, technologies, simulations and implementations for data intensive applications. The nine chapters contain a review of recent cross-disciplinary approaches in cloud environments...

Editeur : Springer
Parution : 2015-09-21
Collection : Studies in Big Data PDF, ePub

94,94

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Télécharger le livre :  Operations Research and Big Data
The development of Operations Research (OR) requires constant improvements, such as the integration of research results with business applications and innovative educational practice.The full deployment and commercial exploitation of goods and services generally need...

Editeur : Springer
Parution : 2015-09-11
Collection : Studies in Big Data PDF

94,94

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Télécharger le livre :  Rule Based Systems for Big Data
The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data.The book focuses...

Editeur : Springer
Parution : 2015-09-09
Collection : Studies in Big Data PDF, ePub

94,94

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Télécharger le livre :  Big Data
This book is a collection of chapters written by experts on various aspects of big data. The book aims to explain what big data is and how it is stored and used. The book starts from  the fundamentals and builds up from there. It is intended to serve as a review of the...

Editeur : Springer
Parution : 2015-06-29
Collection : Studies in Big Data PDF, ePub

52,74

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Télécharger le livre :  Granular Computing and Decision-Making
This volume is devoted to interactive and iterative processes of decision-making– I2 Fuzzy Decision Making, in brief. Decision-making is inherently interactive. Fuzzy sets help realize human-machine communication in an efficient way by facilitating a two-way interaction...

Editeur : Springer
Parution : 2015-04-21
Collection : Studies in Big Data PDF

94,94

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Télécharger le livre :  Information Granularity, Big Data, and Computational Intelligence
The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer,...

Editeur : Springer
Parution : 2014-07-14
Collection : Studies in Big Data ePub

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