Probabilistic Methods for Financial and Marketing Informatics


Book Description

Probabilistic Methods for Financial and Marketing Informatics aims to provide students with insights and a guide explaining how to apply probabilistic reasoning to business problems. Rather than dwelling on rigor, algorithms, and proofs of theorems, the authors concentrate on showing examples and using the software package Netica to represent and solve problems. The book contains unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance. It shares insights about when and why probabilistic methods can and cannot be used effectively. This book is recommended for all R&D professionals and students who are involved with industrial informatics, that is, applying the methodologies of computer science and engineering to business or industry information. This includes computer science and other professionals in the data management and data mining field whose interests are business and marketing information in general, and who want to apply AI and probabilistic methods to their problems in order to better predict how well a product or service will do in a particular market, for instance. Typical fields where this technology is used are in advertising, venture capital decision making, operational risk measurement in any industry, credit scoring, and investment science. - Unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance - Shares insights about when and why probabilistic methods can and cannot be used effectively - Complete review of Bayesian networks and probabilistic methods for those IT professionals new to informatics.




Financial Informatics


Book Description

The Brody-Hughston-Macrina approach to information-based asset pricing introduces a new way of looking at the mechanisms determining price movements in financial markets. The resulting theory of financial informatics is applicable across a wide range of asset classes and is distinguished by its emphasis on the explicit modelling of market information flows. In the BHM theory, each asset is defined by a collection of cash flows and each such cash flow is associated with a family of one or more so-called information processes that provide partial information about the cash flow. The theory is highly appealing on an intuitive basis: it is directly applicable to trading, investment and risk management - and yet at the same time leads to interesting mathematics. The present volume brings together a collection of 18 foundational papers of the subject by Brody, Hughston, and Macrina, many written in collaboration with various co-authors. There is a preface summarizing the current status of the theory, together with a brief history and bibliography of the subject. This book will be of great interest both to newcomers to financial mathematics as well as to established researchers in the subject.




Maritime Informatics


Book Description

Shipping is the world’s oldest sharing economy and is conducted in a self-organizing manner. Shipping is capital, energy, and information intensive, and with the growing impact of digitalization and climate change, there is a need to rethink the management and operations of this critical global industry - assisted in no small way by maritime informatics. Building upon the recently published inaugural book Maritime Informatics by Springer, this book will address some of the most recent practical developments and experiences, particularly from a global perspective. The focus of the book is to address contemporary movements to tackle global concerns and to complement Maritime Informatics.




Brain Informatics


Book Description

This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2011, held in Lanzhou, China, in September 2011. The 27 revised full papers and 6 keynote talks were carefully reviewed and selected for inclusion in the book. They are grouped in topcial sections on thinking and perception-centric investigations of human information processing systems; information technologies for the management, analysis and use of brain data; cognition-inspired applications. Furthermore, there is a section with 8 papers from the workshop on meta-synthesis and complex systems.




Brain Informatics


Book Description

Annotation This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2010, held in Toronto, China, in August 2010. The 60 revised full papers presented were carefully reviewed and selected from 222 submissions. The papers are organized in topical sections on cognitive computing; data brain and analysis; neuronal modeling and brain modeling; perception and information processing; learning; cognition-inspired applications; and WICI perspectives on brain informatics.




FinTech Development for Financial Inclusiveness


Book Description

Financial technology (FinTech) and its related products are considered a major disruptive innovation in financial services, substantially elevating financial solutions and new business models. Resulting from the fusion of finance and smart mobile technology, this innovative technology requires additional investigation into its adoption, challenges, opportunities, and future directions so that we may understand and develop the technology to its full potential. FinTech Development for Financial Inclusiveness moves beyond the theoretical areas of FinTech to comprehensively explore the recent FinTech initiative scenarios with respect to processes, strategies, challenges, lessons learned, and outcomes within economic development as well as trade and investment. Covering a range of topics such as decentralized finance and global electronic commerce, it is ideal for industry professionals, business owners, consultants, practitioners, instructors, researchers, academicians, and students.




Investigating the Effectiveness of Blended Learning Approach and Perceptions of EFL Learners' Listening Performance at the Saudi Electronic University


Book Description

Abstract This study focuses on the use of the blended learning approach in the Saudi EFL context, investigating the advantages and disadvantages of its application in Saudi Electronic University, against a more conventional approach used at Imam Muhammad Ibn Saud Islamic University. This study also investigates perceptions of students concerning this particular approach. The opinions of instructors are also surveyed in order to identify the challenges and obstacles that they have found in employing it. The study also examines possible differences in performance by comparing five colleges where the approach has been used. For this purpose, 475 students and 12 instructors participated in this study who were studying or working in either SEU or Imam Muhammad Ibn Saud Islamic University during the first semester of the academic year 1439/1440 from Riyadh female campus. The findings indicated that the students’ results are better using the blended learning approach in their listening performance, also there is a statistically significant difference in the students’ satisfaction in the listening course between the conventional method which is used at Imam Muhammad Ibn Saud Islamic University and the blended learning approach at Saudi Electronic University in favor of blended learning approach at the SEU, and there is a strongly statistically significant difference in students’listening performance between colleges in favour of college of science and theoretical studies. Finally, the study suggests that further research should be conducted on the use BL in teaching other language skills such as, reading, speaking and writing. Key words: Blended learning, listening performance, Saudi Electronic University




Medical Informatics


Book Description

Medical informatics is a new field that combines information technology and clinical medicine to improve medical care, medical education and medical research. With over 1,000 references, this extensively updated second edition will serve as a practical guide for understanding the field of Medical Informatics. Topics covered include: Overview of Medical Informatics, Electronic Health Records, Interoperability, Patient Informatics, Online Medical Resources, Search Engines, Mobile Technology, Evidence Based Medicine, Clinical Practice Guidelines, Pay for Performance, Disease Management and Disease Registries, Patient Safety, Electronic Prescribing, Telemedicine, Picture Archiving and Communication Systems, Bioinformatics, Public Health Informatics, E-research, and Emerging Trends







Productivity


Book Description




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