Big Data Quantification For Complex Decision Making

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Big Data Quantification For Complex Decision Making

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Author : Zhang, Chao
language : en
Publisher: IGI Global
Release Date : 2024-04-16

Big Data Quantification For Complex Decision Making written by Zhang, Chao and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-16 with Business & Economics categories.

Many professionals are facing a monumental challenge: navigating the intricate landscape of information to make impactful choices. The sheer volume and complexity of big data have ushered in a shift, demanding innovative methodologies and frameworks. Big Data Quantification for Complex Decision-Making tackles this challenge head-on, offering a comprehensive exploration of the tools necessary to distill valuable insights from datasets. This book serves as a tool for professionals, researchers, and students, empowering them to not only comprehend the significance of big data in decision-making but also to translate this understanding into real-world decision making. The central objective of the book is to examine the relationship between big data and decision-making. It strives to address multiple objectives, including understanding the intricacies of big data in decision-making, navigating methodological nuances, managing uncertainty adeptly, and bridging theoretical foundations with real-world applications. The book's core aspiration is to provide readers with a comprehensive toolbox, seamlessly integrating theoretical frameworks, practical applications, and forward-thinking perspectives. This equips readers with the means to effectively navigate the data-rich landscape of modern decision-making, fostering a heightened comprehension of strategic big data utilization. Tailored for a diverse audience, this book caters to researchers and academics in data science, decision science, machine learning, artificial intelligence, and related domains.

Assessing Urban Transportation With Big Data Analysis

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Author : Dongyuan Yang
language : en
Publisher: Springer Nature
Release Date : 2022-09-19

Assessing Urban Transportation With Big Data Analysis written by Dongyuan Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-19 with Science categories.

This book chiefly focuses on urban traffic, an area supported by massive amounts of data. The application of big data to urban traffic provides strategic and technical methods for the multi-directional and in-depth observation of complex adaptive systems, thus transforming conventional urban traffic planning and management methods. Sharing valuable insights into how big data can be applied to urban traffic, it offers a valuable asset for information technicians, traffic engineers and traffic data analysts alike.

Handbook Of Decision Analysis

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Author : Gregory S. Parnell
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-24

Handbook Of Decision Analysis written by Gregory S. Parnell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-24 with Business & Economics categories.

Qualitative and quantitative techniques to apply decision analysis to real-world decision problems, supported by sound mathematics, best practices, soft skills, and more With substantive illustrations based on the authors’ personal experiences throughout, Handbook of Decision Analysis describes the philosophy, knowledge, science, and art of decision analysis. Key insights from decision analysis applications and behavioral decision analysis research are presented, and numerous decision analysis textbooks, technical books, and research papers are referenced for comprehensive coverage. This book does not introduce new decision analysis mathematical theory, but rather ensures the reader can understand and use the most common mathematics and best practices, allowing them to apply rigorous decision analysis with confidence. The material is supported by examples and solution steps using Microsoft Excel and includes many challenging real-world problems. Given the increase in the availability of data due to the development of products that deliver huge amounts of data, and the development of data science techniques and academic programs, a new theme of this Second Edition is the use of decision analysis techniques with big data and data analytics. Written by a team of highly qualified professionals and academics, Handbook of Decision Analysis includes information on: Behavioral decision-making insights, decision framing opportunities, collaboration with stakeholders, information assessment, and decision analysis modeling techniques Principles of value creation through designing alternatives, clear value/risk tradeoffs, and decision implementation Qualitative and quantitative techniques for each key decision analysis task, as opposed to presenting one technique for all decisions. Stakeholder analysis, decision hierarchies, and influence diagrams to frame descriptive, predictive, and prescriptive analytics decision problems to ensure implementation success Handbook of Decision Analysis is a highly valuable textbook, reference, and/or refresher for students and decision professionals in business, management science, engineering, engineering management, operations management, mathematics, and statistics who want to increase the breadth and depth of their technical and soft skills for success when faced with a professional or personal decision.

Intelligent Systems Design And Applications

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Author : Ajith Abraham
language : en
Publisher: Springer Nature
Release Date : 2023-06-02

Intelligent Systems Design And Applications written by Ajith Abraham and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Technology & Engineering categories.

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers, and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.

Advancements In Numerical Analysis And Quantitative Decision Making

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Author : Derici, Serkan
language : en
Publisher: IGI Global
Release Date : 2026-01-14

Advancements In Numerical Analysis And Quantitative Decision Making written by Derici, Serkan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-14 with Mathematics categories.

Advancements in numerical analysis transform quantitative decision-making, enabling organizations and researchers to tackle complex problems with precision and speed. Modern algorithms, improved computational power, and sophisticated modeling techniques allow decision-makers to simulate scenarios, optimize outcomes, and manage uncertainty more effectively. As these tools evolve, they enhance the accuracy and reliability of data-driven insights while expanding the possibilities for innovation across fields. Understanding these developments is crucial for leveraging quantitative methods to make smarter, more informed decisions. Advancements in Numerical Analysis and Quantitative Decision-Making explores how modern advancements in numerical analysis enhance the accuracy, efficiency, and complexity of quantitative decision-making processes. It examines the ways improved algorithms, computational methods, and data-driven models enable better problem-solving and more informed choices across diverse fields. This book covers topics such as statistical analysis, sustainable development, and data mining, and is a useful resource for mathematicians, engineers, academicians, researchers, and data scientists.

Proceedings Of The 26th International Conference On Very Large Data Bases

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Author : Amr El Abbadi
language : en
Publisher: Morgan Kaufmann
Release Date : 2000

Proceedings Of The 26th International Conference On Very Large Data Bases written by Amr El Abbadi and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.

Applied Decision Support

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Author : Michael W. Davis
language : en
Publisher:
Release Date : 1988

Applied Decision Support written by Michael W. Davis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Business & Economics categories.

Large Scale Modelling And Interactive Decision Analysis

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Author : Günter Fandel
language : en
Publisher: Springer
Release Date : 1986-08

Large Scale Modelling And Interactive Decision Analysis written by Günter Fandel and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986-08 with Business & Economics categories.

Sponsored by IIASA (International Institute for Applied Systems Analysis) and the Institute for Informatics of the Academy of Sciences of the GDR

Proceedings Of The Ieee International Conference On Systems Man And Cybernetics

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Author :
language : en
Publisher:
Release Date : 1987

Proceedings Of The Ieee International Conference On Systems Man And Cybernetics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Cybernetics categories.

Modelling And Analysis Of Command And Control

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Author : Symposium on Modelling and Analysis of Command and Control
language : en
Publisher:
Release Date : 1999

Modelling And Analysis Of Command And Control written by Symposium on Modelling and Analysis of Command and Control and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Command and control systems categories.