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Computational Intelligence Paradigms In Economic And Financial Decision Making
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Book Synopsis Computational Intelligence Paradigms in Economic and Financial Decision Making by : Marina Resta
Download or read book Computational Intelligence Paradigms in Economic and Financial Decision Making written by Marina Resta and published by Springer. This book was released on 2015-10-14 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on a set of cutting-edge research techniques, highlighting the potential of soft computing tools in the analysis of economic and financial phenomena and in providing support for the decision-making process. In the first part the textbook presents a comprehensive and self-contained introduction to the field of self-organizing maps, elastic maps and social network analysis tools and provides necessary background material on the topic, including a discussion of more recent developments in the field. In the second part the focus is on practical applications, with particular attention paid to budgeting problems, market simulations, and decision-making processes, and on how such problems can be effectively managed by developing proper methods to automatically detect certain patterns. The book offers a valuable resource for both students and practitioners with an introductory-level college math background.
Book Synopsis Artificial Intelligence Techniques for Rational Decision Making by : Tshilidzi Marwala
Download or read book Artificial Intelligence Techniques for Rational Decision Making written by Tshilidzi Marwala and published by Springer. This book was released on 2014-10-20 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develops insights into solving complex problems in engineering, biomedical sciences, social science and economics based on artificial intelligence. Some of the problems studied are in interstate conflict, credit scoring, breast cancer diagnosis, condition monitoring, wine testing, image processing and optical character recognition. The author discusses and applies the concept of flexibly-bounded rationality which prescribes that the bounds in Nobel Laureate Herbert Simon’s bounded rationality theory are flexible due to advanced signal processing techniques, Moore’s Law and artificial intelligence. Artificial Intelligence Techniques for Rational Decision Making examines and defines the concepts of causal and correlation machines and applies the transmission theory of causality as a defining factor that distinguishes causality from correlation. It develops the theory of rational counterfactuals which are defined as counterfactuals that are intended to maximize the attainment of a particular goal within the context of a bounded rational decision making process. Furthermore, it studies four methods for dealing with irrelevant information in decision making: Theory of the marginalization of irrelevant information Principal component analysis Independent component analysis Automatic relevance determination method In addition it studies the concept of group decision making and various ways of effecting group decision making within the context of artificial intelligence. Rich in methods of artificial intelligence including rough sets, neural networks, support vector machines, genetic algorithms, particle swarm optimization, simulated annealing, incremental learning and fuzzy networks, this book will be welcomed by researchers and students working in these areas.
Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Book Synopsis Computational Intelligence in Business and Economics by : Ana María Gil Lafuente
Download or read book Computational Intelligence in Business and Economics written by Ana María Gil Lafuente and published by World Scientific. This book was released on 2010 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid modelling of capillary distribution system in the food chain of different locations south of Bogota / Oscar Javier Herrera Ochoa. Modelling and simulation as integrated tool for research and development / Florin Ionescu -- pt. 7. Applications in other fields. Approach of evaluation of environmental impacts using backpropagation neural network / Jelena Jovanovic [und weitere]. Projecting demographic scenarios for a southern elephant seal population / Mariano A. Ferrari, Claudio Campagna, Mirtha N. Lewis. Effect of heat input and environmental temperature on the welding residual stresses using ANSYS APDL program comparison with experimental results / Nazhad A. Hussein. Sphalerite dissolution activity in the presence of sulphuric acid by using the Pitzer's model / Begar Abdelhakim [und weitere]. Fast Fourier transform ensemble Kalman filter with application to a coupled atmosphere-wildland fire model / Jan Mandel, Jonathan D. Beezley, Volodymyr Y. Kondratenko. Magnetic field effect on the near and far cylinder wakes / M. Aissa, A. Bouabdallah, H. Oualli. Stability theory methods in modelling problems / Lyudmila K. Kuzmina
Download or read book Shifting Paradigms written by Zia Qureshi and published by Brookings Institution Press. This book was released on 2022-01-11 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the big questions about how technological change is transforming economies and societies Rapid technological change—likely to accelerate as a consequence of the COVID-19 pandemic—is reshaping economies and how they grow. But change also causes disruption, creates winners and losers, and produces social stress. This book examines the challenges of digital transformation and suggests how creative policies can make it more productive and inclusive. Shifting Paradigms is the second book on technological change produced by a joint research project of the Brookings Institution and the Korea Development Institute. Contributors are experts from the United States, Europe, and Korea. The first volume, Growth in a Time of Change, was published by Brookings in February 2020. The book's underlying thesis is that the future is arriving faster than expected. Long-accepted paradigms about economic growth are changing as digital technologies transform markets and nearly every aspect of business and work. Change will only intensify with advances in artificial intelligence and other innovations. Investors, business leaders, workers, and public officials face many questions. Is rising market concentration inevitable with the new technologies or can their benefits be more widely shared? How can the promise of FinTech be captured while managing risks? Should workers fear the new automation? Are technology-driven shifts in business and work causing income inequality to rise? How should public policy respond? Shifting Paradigms addresses these questions in an engaging manner for anyone interested in understanding how the economic and social agenda is being transformed by today's winds of change.
Book Synopsis ECISM 2017 11th European Conference on Information Systems Management by :
Download or read book ECISM 2017 11th European Conference on Information Systems Management written by and published by Academic Conferences and publishing limited. This book was released on 2017-09-14 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Artificial Intelligence in Accounting and Auditing by : Miklos A. Vasarhelyi
Download or read book Artificial Intelligence in Accounting and Auditing written by Miklos A. Vasarhelyi and published by Berg Publishers. This book was released on 1988 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of artificial intelligence in accounting and auditing. Topics addressed include: expert systems for audit tasks; REA accounting database evolution; fuzzy logic - treating the uncertainty in expert systems; bankruptcy prediction via a recursive partitioning model; and more.
Book Synopsis ECIE 2017 12th European Conference on Innovation and Entrepreneurship by : Christophe Loué
Download or read book ECIE 2017 12th European Conference on Innovation and Entrepreneurship written by Christophe Loué and published by Academic Conferences and publishing limited. This book was released on 2017-09-21 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Financial Decision Making Using Computational Intelligence by : Michael Doumpos
Download or read book Financial Decision Making Using Computational Intelligence written by Michael Doumpos and published by Springer Science & Business Media. This book was released on 2012-07-23 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures. In this context, the field of computational intelligence provides an arsenal of particularly useful techniques. These techniques include new modeling tools for decision making under risk and uncertainty, data mining techniques for analyzing complex data bases, and powerful algorithms for complex optimization problems. Computational intelligence has also evolved rapidly over the past few years and it is now one of the most active fields in operations research and computer science. This volume presents the recent advances of the use of computation intelligence in financial decision making. The book covers all the major areas of computational intelligence and a wide range of problems in finance, such as portfolio optimization, credit risk analysis, asset valuation, financial forecasting, and trading.
Book Synopsis Artificial Intelligence in Project Management and Making Decisions by : Pedro Y. Piñero Pérez
Download or read book Artificial Intelligence in Project Management and Making Decisions written by Pedro Y. Piñero Pérez and published by Springer Nature. This book was released on 2022-04-07 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new developments and advances in the theory, applications, and design methods of computational intelligence, integrated in various areas of project management and BIM environments. The chapters of the book span different soft computing techniques, such as: linguistic data summarization, fuzzy systems, evolutionary algorithms, estimation distribution algorithms, computing with words, augmented reality, and hybrid intelligence systems. In addition, different applications of the neutrosophic theory are presented for the treatment of uncertainty and indeterminacy in decision-making processes. Several chapters of the book constitute systematic reviews, useful for future investigations in the following topics: linguistic summarization of data, augmented reality, and the development of BIM technologies. It is a particularly interesting book for engineers, researchers, specialists, teachers, and students related to project management and the development of BIM technologies.
Book Synopsis Operations Research Applications in Health Care Management by : Cengiz Kahraman
Download or read book Operations Research Applications in Health Care Management written by Cengiz Kahraman and published by Springer. This book was released on 2017-12-08 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive reference guide to operations research theory and applications in health care systems. It provides readers with all the necessary tools for solving health care problems. The respective chapters, written by prominent researchers, explain a wealth of both basic and advanced concepts of operations research for the management of operating rooms, intensive care units, supply chain, emergency medical service, human resources, lean health care, and procurement. To foster a better understanding, the chapters include relevant examples or case studies. Taken together, they form an excellent reference guide for researchers, lecturers and postgraduate students pursuing research on health care management problems. The book presents a dynamic snapshot on the field that is expected to stimulate new directions and stimulate new ideas and developments.
Book Synopsis Artificial Intelligence (AI) and Customer Social Responsibility (CSR) by : Reem Khamis Hamdan
Download or read book Artificial Intelligence (AI) and Customer Social Responsibility (CSR) written by Reem Khamis Hamdan and published by Springer Nature. This book was released on with total page 1093 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Financial Market Analysis and Behaviour by : Emil Dinga
Download or read book Financial Market Analysis and Behaviour written by Emil Dinga and published by Taylor & Francis. This book was released on 2022-07-06 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the functioning of financial markets, in particular the financial market model, and modelling. More specifically, the book provides a model of adaptive preference in the financial market, rather than the model of the adaptive financial market, which is mostly based on Popper's objective propensity for the singular, i.e., unrepeatable, event. As a result, the concept of preference, following Simon's theory of satisficing, is developed in a logical way with the goal of supplying a foundation for a robust theory of adaptive preference in financial market behavior. The book offers new insights into financial market logic, and psychology: 1) advocating for the priority of behavior over information - in opposition to traditional financial market theories; 2) constructing the processes of (co)evolution adaptive preference-financial market using the concept of fetal reaction norms - between financial market and adaptive preference; 3) presenting a new typology of information in the financial market, aimed at proving point (1) above, as well as edifying an explicative mechanism of the evolutionary nature and behavior of the (real) financial market; 4) presenting sufficient, and necessary, principles or assumptions for developing a theory of adaptive preference in the financial market; and 5) proposing a new interpretation of the pair genotype-phenotype in the financial market model. The book's distinguishing feature is its research method, which is mainly logically rather than historically or empirically based. As a result, the book is targeted at generating debate about the best and most scientifically beneficial method of approaching, analyzing, and modelling financial markets.
Book Synopsis Perspectives on Risk, Assessment and Management Paradigms by : Ali G. Hessami
Download or read book Perspectives on Risk, Assessment and Management Paradigms written by Ali G. Hessami and published by BoD – Books on Demand. This book was released on 2019-04-17 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores various paradigms of risk, domain-specific interpretation, and application requirements and practices driven by mission and safety critical to business and service entities. The chapters fall into four categories to guide the readers with a specific focus on gaining insight into discipline-specific case studies and state of practice. In an increasingly intertwined global community, understanding, evaluating, and addressing risks and rewards will pave the way for a more transparent and objective approach to benefiting from the promises of advanced technologies while maintaining awareness and control over hazards and risks. This book is conceived to inform decision-makers and practitioners of best practices across many disciplines and sectors while encouraging innovation towards a holistic approach to risk in their areas of professional practice.
Book Synopsis Corporate Finance: Tools for Managing Financial Resources by : Cybellium
Download or read book Corporate Finance: Tools for Managing Financial Resources written by Cybellium and published by Cybellium . This book was released on 2024-09-01 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com
Book Synopsis Socio-economic Systems: Paradigms for the Future by : Elena G. Popkova
Download or read book Socio-economic Systems: Paradigms for the Future written by Elena G. Popkova and published by Springer Nature. This book was released on 2021-03-05 with total page 1728 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is reflective of a science-based vision of the future development paradigm of economic and social systems. It deals with the digitization as the technological basis for the future development of economic and social systems and presents a review of groundbreaking technologies and prospects for their application. The specific character of the industry and prospects for the application of digital technologies in business are analyzed. A rationale is provided for future prospects for the sustainable development of economic and social systems in a digital economy. The authors determine the process of the formation and development of the information-oriented society, social and educational aspects of the digitization, as well as the institutional framework of the digital future of social and economic systems. The book combines the best works following the results of the 12th International Research-to-Practice Conference “Artificial Intelligence: Anthropogenic Nature vs. Social Origin” that was held by the Institute of Scientific Communications (ISC) in cooperation with the Siberian Federal University and the Krasnoyarsk Regional Fund of support of scientific and scientific–technical activities on 5–7 December 2019, in Krasnoyarsk, Russia, as well as following the results of the 3rd International Research-to-Practice Conference “Economic and Social Systems: Paradigms for the Future” that was held by the ISC in cooperation with the Pyatigorsk State University on 5–6 February 2020. The target audience of the book consists of representatives of the academic community concerned with the future prospects for the development of economic and social systems, as well as economic agents engaged in the digitization of business processes, and representatives of public agencies regulating the development of business systems for their progressivity, sustainability and competitiveness.
Book Synopsis Multi-Disciplinary Approach to Research: Emerging Paradigms by : Dr. Santosh Dhar
Download or read book Multi-Disciplinary Approach to Research: Emerging Paradigms written by Dr. Santosh Dhar and published by Allied Publishers. This book was released on 2022-03-26 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidisciplinary approach in research is very much in vogue these days to address the problems of the society. It involves drawing appropriately from multiple disciplines to explore problems outside the normal boundaries and reach out to solutions addressed through different perspectives. Modern research looks through more multidisciplinary approaches and has dominance of problem solving and project oriented applied research. Multidisciplinary approaches while aiming at achieving a common goal attempts to develop answers to complex questions, which a single discipline is unable to handle. The growing research canon is to apply knowledge of various disciplines for the solution. Since current problems are of complex nature, there is a need to have knowledge of all the aspects such as economic, social, political and psychological. Multi-disciplinary approaches call for collaboration between two or more disciplines on a research project, while each discipline maintaining its assumptions, values, and methods. In other words, each discipline maintains its autonomy while collaborating. Today multidisciplinary approach is considered as the driver of innovation and research to solve real world problems. The book aims to address the current issues and problems and draw the solutions with the help of multidisciplinary approaches. Key Features · Highlights the aspects of experiential marketing in higher education institutions, social and emotional learning for children, customer relationship and purchase intention of customers on digital platform, theoretical contribution and evaluation of HRA, Normative susceptibility towards counterfeit branded products, workplace spirituality in enhancing employee well-being and artworks revolved around the religious deities and kings. · Describes innovative solutions towards excess runoff, continuous monitoring of train parameters, recovering the infected individuals and reduction of their number, compete for achieving the growth and respectable market share, security and privacy issues with the Smart Contract and improve the security of the blockchain technology. · Throws light on the techniques and their applications for Emperor Penguin Optimizer as a new power allocation approach, Latent finger-marks, QCA technology, better retrieval of invisible texts. · Focuses on gold has a strong hedge, economic impact of Mughals on Assamese society, Indian exports for improving productivity, loan repayment behaviours of the borrowers, positive attitude towards Swayam Courses. Academicians, researchers, practitioners, and students would be benefitted by reading this book.
