Big Data Analytics Using Multiple Criteria Decision Making Models

Big Data Analytics Using Multiple Criteria Decision Making Models PDF
Author: Ramakrishnan Ramanathan
Publisher: CRC Press
ISBN: 1498753752
Size: 62.24 MB
Format: PDF, ePub
Category : Computers
Languages : un
Pages : 370
View: 2792

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Big Data Analytics Using Multiple Criteria Decision Making Models

by Ramakrishnan Ramanathan, Big Data Analytics Using Multiple Criteria Decision Making Models Books available in PDF, EPUB, Mobi Format. Download Big Data Analytics Using Multiple Criteria Decision Making Models books, Multiple Criteria Decision Making (MCDM) is a subfield of Operations Research, dealing with decision making problems. A decision-making problem is characterized by the need to choose one or a few among a number of alternatives. The field of MCDM assumes special importance in this era of Big Data and Business Analytics. In this volume, the focus will be on modelling-based tools for Business Analytics (BA), with exclusive focus on the sub-field of MCDM within the domain of operations research. The book will include an Introduction to Big Data and Business Analytics, and challenges and opportunities for developing MCDM models in the era of Big Data.


Big Data Analytics Using Multiple Criteria Decision Making Models

Big Data Analytics Using Multiple Criteria Decision Making Models PDF
Author: Ramakrishnan Ramanathan
Publisher: CRC Press
ISBN: 1351648691
Size: 32.85 MB
Format: PDF, Kindle
Category : Computers
Languages : un
Pages : 370
View: 5389

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Big Data Analytics Using Multiple Criteria Decision Making Models

by Ramakrishnan Ramanathan, Big Data Analytics Using Multiple Criteria Decision Making Models Books available in PDF, EPUB, Mobi Format. Download Big Data Analytics Using Multiple Criteria Decision Making Models books, Multiple Criteria Decision Making (MCDM) is a subfield of Operations Research, dealing with decision making problems. A decision-making problem is characterized by the need to choose one or a few among a number of alternatives. The field of MCDM assumes special importance in this era of Big Data and Business Analytics. In this volume, the focus will be on modelling-based tools for Business Analytics (BA), with exclusive focus on the sub-field of MCDM within the domain of operations research. The book will include an Introduction to Big Data and Business Analytics, and challenges and opportunities for developing MCDM models in the era of Big Data.


Proceedings Of The Baltic Marine Science Conference R Nne Denmark 22 26 October 1996

Proceedings of the Baltic Marine Science Conference  R  nne  Denmark  22 26 October 1996 PDF
Author: Hans Dahlin
Publisher:
ISBN:
Size: 74.36 MB
Format: PDF, Mobi
Category : Marine pollution
Languages : en
Pages : 334
View: 2737

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Proceedings Of The Baltic Marine Science Conference R Nne Denmark 22 26 October 1996

by Hans Dahlin, Proceedings Of The Baltic Marine Science Conference R Nne Denmark 22 26 October 1996 Books available in PDF, EPUB, Mobi Format. Download Proceedings Of The Baltic Marine Science Conference R Nne Denmark 22 26 October 1996 books,


Entwurfsmuster

Entwurfsmuster PDF
Author:
Publisher: Pearson Deutschland GmbH
ISBN: 9783827328243
Size: 46.35 MB
Format: PDF, Docs
Category :
Languages : de
Pages : 479
View: 4121

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Entwurfsmuster

by , Entwurfsmuster Books available in PDF, EPUB, Mobi Format. Download Entwurfsmuster books,


Optimization And Decision Science Methodologies And Applications

Optimization and Decision Science  Methodologies and Applications PDF
Author: Antonio Sforza
Publisher: Springer
ISBN: 9783319673073
Size: 49.23 MB
Format: PDF, Kindle
Category : Mathematics
Languages : un
Pages : 641
View: 3832

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Optimization And Decision Science Methodologies And Applications

by Antonio Sforza, Optimization And Decision Science Methodologies And Applications Books available in PDF, EPUB, Mobi Format. Download Optimization And Decision Science Methodologies And Applications books, This proceedings volume highlights the state-of-the-art knowledge related to optimization, decisions science and problem solving methods, as well as their application in industrial and territorial systems. It includes contributions tackling these themes using models and methods based on continuous and discrete optimization, network optimization, simulation and system dynamics, heuristics, metaheuristics, artificial intelligence, analytics, and also multiple-criteria decision making. The number and the increasing size of the problems arising in real life require mathematical models and solution methods adequate to their complexity. There has also been increasing research interest in Big Data and related challenges. These challenges can be recognized in many fields and systems which have a significant impact on our way of living: design, management and control of industrial production of goods and services; transportation planning and traffic management in urban and regional areas; energy production and exploitation; natural resources and environment protection; homeland security and critical infrastructure protection; development of advanced information and communication technologies. The chapters in this book examine how to deal with new and emerging practical problems arising in these different fields through the presented methodologies and their applications. The chapter topics are applicable for researchers and practitioners working in these areas, but also for the operations research community. The contributions were presented during the international conference “Optimization and Decision Science” (ODS2017), held at Hilton Sorrento Palace Conference Center, Sorrento, Italy, September 4 – 7, 2017. ODS 2017, was organized by AIRO, Italian Operations Research Society, in cooperation with DIETI (Department of Electrical Engineering and Information Technology) of University “Federico II” of Naples.


Big Data

Big Data PDF
Author: Viktor Mayer-Schönberger
Publisher: Redline Wirtschaft
ISBN: 3864144590
Size: 14.50 MB
Format: PDF, ePub, Mobi
Category : Political Science
Languages : de
Pages : 288
View: 2843

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Big Data

by Viktor Mayer-Schönberger, Big Data Books available in PDF, EPUB, Mobi Format. Download Big Data books, Ob Kaufverhalten, Grippewellen oder welche Farbe am ehesten verrät, ob ein Gebrauchtwagen in einem guten Zustand ist – noch nie gab es eine solche Menge an Daten und noch nie bot sich die Chance, durch Recherche und Kombination in der Daten¬flut blitzschnell Zusammenhänge zu entschlüsseln. Big Data bedeutet nichts weniger als eine Revolution für Gesellschaft, Wirtschaft und Politik. Es wird die Weise, wie wir über Gesundheit, Erziehung, Innovation und vieles mehr denken, völlig umkrempeln. Und Vorhersagen möglich machen, die bisher undenkbar waren. Die Experten Viktor Mayer-Schönberger und Kenneth Cukier beschreiben in ihrem Buch, was Big Data ist, welche Möglichkeiten sich eröffnen, vor welchen Umwälzungen wir alle stehen – und verschweigen auch die dunkle Seite wie das Ausspähen von persönlichen Daten und den drohenden Verlust der Privatsphäre nicht.


Optimization And Decision Science Methodologies And Applications

Optimization and Decision Science  Methodologies and Applications PDF
Author: Antonio Sforza
Publisher: Springer
ISBN: 3319673084
Size: 15.61 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : un
Pages : 641
View: 1537

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Optimization And Decision Science Methodologies And Applications

by Antonio Sforza, Optimization And Decision Science Methodologies And Applications Books available in PDF, EPUB, Mobi Format. Download Optimization And Decision Science Methodologies And Applications books, This proceedings volume highlights the state-of-the-art knowledge related to optimization, decisions science and problem solving methods, as well as their application in industrial and territorial systems. It includes contributions tackling these themes using models and methods based on continuous and discrete optimization, network optimization, simulation and system dynamics, heuristics, metaheuristics, artificial intelligence, analytics, and also multiple-criteria decision making. The number and the increasing size of the problems arising in real life require mathematical models and solution methods adequate to their complexity. There has also been increasing research interest in Big Data and related challenges. These challenges can be recognized in many fields and systems which have a significant impact on our way of living: design, management and control of industrial production of goods and services; transportation planning and traffic management in urban and regional areas; energy production and exploitation; natural resources and environment protection; homeland security and critical infrastructure protection; development of advanced information and communication technologies. The chapters in this book examine how to deal with new and emerging practical problems arising in these different fields through the presented methodologies and their applications. The chapter topics are applicable for researchers and practitioners working in these areas, but also for the operations research community. The contributions were presented during the international conference “Optimization and Decision Science” (ODS2017), held at Hilton Sorrento Palace Conference Center, Sorrento, Italy, September 4 – 7, 2017. ODS 2017, was organized by AIRO, Italian Operations Research Society, in cooperation with DIETI (Department of Electrical Engineering and Information Technology) of University “Federico II” of Naples.


The Big R Book

The Big R Book PDF
Author: Philippe J. S. De Brouwer
Publisher: John Wiley & Sons
ISBN: 1119632722
Size: 42.83 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : un
Pages : 928
View: 6211

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The Big R Book

by Philippe J. S. De Brouwer, The Big R Book Books available in PDF, EPUB, Mobi Format. Download The Big R Book books, Introduces professionals and scientists to statistics and machine learning using the programming language R Written by and for practitioners, this book provides an overall introduction to R, focusing on tools and methods commonly used in data science, and placing emphasis on practice and business use. It covers a wide range of topics in a single volume, including big data, databases, statistical machine learning, data wrangling, data visualization, and the reporting of results. The topics covered are all important for someone with a science/math background that is looking to quickly learn several practical technologies to enter or transition to the growing field of data science. The Big R-Book for Professionals: From Data Science to Learning Machines and Reporting with R includes nine parts, starting with an introduction to the subject and followed by an overview of R and elements of statistics. The third part revolves around data, while the fourth focuses on data wrangling. Part 5 teaches readers about exploring data. In Part 6 we learn to build models, Part 7 introduces the reader to the reality in companies, Part 8 covers reports and interactive applications and finally Part 9 introduces the reader to big data and performance computing. It also includes some helpful appendices. Provides a practical guide for non-experts with a focus on business users Contains a unique combination of topics including an introduction to R, machine learning, mathematical models, data wrangling, and reporting Uses a practical tone and integrates multiple topics in a coherent framework Demystifies the hype around machine learning and AI by enabling readers to understand the provided models and program them in R Shows readers how to visualize results in static and interactive reports Supplementary materials includes PDF slides based on the book’s content, as well as all the extracted R-code and is available to everyone on a Wiley Book Companion Site The Big R-Book is an excellent guide for science technology, engineering, or mathematics students who wish to make a successful transition from the academic world to the professional. It will also appeal to all young data scientists, quantitative analysts, and analytics professionals, as well as those who make mathematical models.


Theme: Elation by Kaira.
Cape Town, South Africa