Data Science And Multiple Criteria Decision Making Approaches In Finance
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Data Science And Multiple Criteria Decision Making Approaches In Finance
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Author : Gökhan Silahtaroğlu
language : en
Publisher: Springer Nature
Release Date : 2021-05-29
Data Science And Multiple Criteria Decision Making Approaches In Finance written by Gökhan Silahtaroğlu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-29 with Business & Economics categories.
This book considers and assesses essential financial issues by utilizing data science and fuzzy multiple criteria decision making (MCDM) methods. It introduces readers to a range of data science methods, and demonstrates their application in the fields of business, health, economics, finance and engineering. In addition, it provides suggestions based on the assessment results on each topic, which can help to enhance the efficiency of the financial system and the sustainability of economic development. Given its scope, the book will help readers broaden their perspective on the assessment and evaluation of financial issues using data science and MCDM approaches.
Data Science And Multi Criteria Decision Making Approaches In Finance
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Author : Gökhan Silahtaroğlu
language : en
Publisher:
Release Date : 2020
Data Science And Multi Criteria Decision Making Approaches In Finance written by Gökhan Silahtaroğlu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Decision making categories.
"This book explores the use of data science applications such as web mining, text mining, and machine learning in business, health, economics, finance, and engineering"--
Big Data Analytics Using Multiple Criteria Decision Making Models
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Author : Ramakrishnan Ramanathan
language : en
Publisher: CRC Press
Release Date : 2017-07-12
Big Data Analytics Using Multiple Criteria Decision Making Models written by Ramakrishnan Ramanathan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-12 with Computers categories.
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.
Trends In Multiple Criteria Decision Analysis
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Author : Salvatore Greco
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-10
Trends In Multiple Criteria Decision Analysis written by Salvatore Greco and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-10 with Business & Economics categories.
Multiple Criteria Decision Making (MCDM) is the study of methods and procedures by which concerns about multiple conflicting criteria can be formally incorporated into the management planning process. A key area of research in OR/MS, MCDM is now being applied in many new areas, including GIS systems, AI, and group decision making. This volume is in effect the third in a series of Springer books by these editors (all in the ISOR series), and it brings all the latest developments in MCDM into focus. Looking at developments in the applications, methodologies and foundations of MCDM, it presents research from leaders in the field on such topics as Problem Structuring Methodologies; Measurement Theory and MCDA; Recent Developments in Evolutionary Multiobjective Optimization; Habitual Domains and Dynamic MCDM in Changeable Spaces; Stochastic Multicriteria Acceptability Analysis; and many more chapters.
Multi Criteria Decision Analysis In Management
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Author : Behl, Abhishek
language : en
Publisher: IGI Global
Release Date : 2020-02-01
Multi Criteria Decision Analysis In Management written by Behl, Abhishek and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-01 with Business & Economics categories.
Multi-criteria decision making (MCDM) has been extensively used in diverse disciplines, with a variety of MCDM techniques used to solve complex problems. A primary challenge faced by research scholars is to decode these techniques using detailed step-by-step analysis with case studies and data sets. The scope of such work would help decision makers to understand the process of using MCDM techniques appropriately to solve complex issues without making mistakes. Multi-Criteria Decision Analysis in Management provides innovative insights into the rationale behind using MCDM techniques to solve decision-making problems and provides comprehensive discussions on these techniques from their inception, development, and growth to their advancements and applications. The content within this publication examines hybrid multicriteria models, value theory, and data envelopment. Ideal for researchers, management professionals, students, operations scholars, and academicians, this scholarly work supports and enhances the decision-making process.
Multiple Criteria Decision Making
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Author : M. Murat Köksalan
language : en
Publisher: World Scientific
Release Date : 2011
Multiple Criteria Decision Making written by M. Murat Köksalan and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
Ch. 1. The early history of MCDM -- ch. 2. MCDM developments in the 1970s -- ch. 3. MCDM developments in the 1980s -- ch. 4. MCDM developments in the 1990s and beyond -- ch. 5. MCDM conferences -- ch. 6. MCDM society traditions -- ch. 7. Awards and presidents -- ch. 8. Biographies of leading MCDM scholars -- ch. 9. Conclusion
International Trade Economic Crisis And The Sustainable Development Goals
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Author : Tonmoy Chatterjee
language : en
Publisher: Emerald Group Publishing
Release Date : 2024-05-17
International Trade Economic Crisis And The Sustainable Development Goals written by Tonmoy Chatterjee and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-17 with Business & Economics categories.
Proposing international trade as a path for achieving the SDGs, this curated collection envisions a more equitable and sustainable world, one where the benefits of international trade are fairly distributed, where economic crises are met with resilience and innovation and where the SDGs are not just aspirations but lived realities.
Sustainability In Energy Business And Finance
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Author : Hasan Dinçer
language : en
Publisher: Springer Nature
Release Date : 2022-02-20
Sustainability In Energy Business And Finance written by Hasan Dinçer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-20 with Business & Economics categories.
This edited volume seeks to identify the sustainability issues currently affecting the energy business and finance. For this purpose, a broad range of perspectives on sustainability issues in the energy business and finance are taken into consideration in the context of renewable business projects. In turn, several novel strategies from the energy business and finance are illustrated with regard to sustainable organizational factors, technological infrastructure, financial facilities, economic development, and investment potential. Comparing and contrasting different sustainability perspectives can help to develop the most appropriate and successful business strategies for the sustainable energy business and finance. This book presents multidimensional analyses of sustainability issues with regard to renewable energy projects and identifies the most promising strategies, as well as efficient market conditions for the energy business.
Multi Criteria Decision Making Sorting Methods
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Author : Luis Martinez Lopez
language : en
Publisher: Academic Press
Release Date : 2023-04-28
Multi Criteria Decision Making Sorting Methods written by Luis Martinez Lopez and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-28 with Computers categories.
Multi Criteria Decision Making (MCDM) is a generic term for all methods that help people making decisions according to their preferences, in situations where there is more than one conflicting criterion. It is a branch of operational research dealing with finding optimal results in complex scenarios including various indicators, conflicting objectives and criteria. The approach of MCDM involves decision making concerning quantitative and qualitative factors. The importance and success of MCDM are due to the fact that they have successfully dealt with different types of problematics for supporting decision makers such as choice, ranking and sorting, description. Even though, each of the different problematics in MCDM is important, Multi-Criteria Decision-Making Sorting Methods will focus on sorting approaches across a wide range of interesting techniques and research disciplines. The applications which have been and can be solved by these techniques are more and more important in current real-world decision-making problems. Therefore, the book provides a clear overview of MCDM sorting methods and the different tools which can be used to solve real-world problems by revising such tools and characterizing them according to their performance and suitability for different types of problems. The book is aimed at a broad audience including computer scientists, engineers, geography and GIS experts, business and financial management experts, environment experts, and all those professional people interested in MCDM and its applications. The book may also be useful for teaching MCDM courses in fields such as industrial management, computer science, and applied mathematics, as new developments in multi-criteria decision making. - Provides insights into the latest research trends in MCDM sorting methods and fuzzy-based approaches - Focuses on the application of MCDM sorting methods to GIS based problems - Presents engineers, computer scientists and researchers with effective and efficient solutions to real-world problems
Economic Environmental And Health Consequences Of Conservation Capital
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Author : Ramesh Chandra Das
language : en
Publisher: Springer Nature
Release Date : 2023-08-26
Economic Environmental And Health Consequences Of Conservation Capital written by Ramesh Chandra Das and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-26 with Business & Economics categories.
This book tackles the oft ignored role of conservation capital in mainstream discussions in maintaining sustainable development of a country in particular, and the world economy in general. A continuous increase in global temperature trends, climate change, and other related factors has compelled academicians from natural as well as social sciences to reorient classical thought from high growth through large resource extraction, to sustainable growth through lower extraction. This leads one to the important role of generation of conservation capital to satisfy long-term growth and development objectives of economies. This book covers studies on the related issues of conservation capital, environmental crisis, and health impacts from the perspectives of different countries. The highlight is inclusion of some studies on the impact of environmental degradation in relation to COVID 19 pandemic. The book coaxes policy makers to rethink on the optimum use of environmental resources for economic and social activities. The broad coverage of studies included from different regions across the globe ensures that the book finds a wide readership among students and researchers from economics and other social sciences and natural sciences, along with policy makers intent on forming policies leading to a more sustainable growth model.