Download or read book Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications written by D. Jude Hemanth and published by Elsevier. This book was released on 2024-01-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment Analysis has become increasingly important in recent years for nearly all online applications. Sentiment Analysis depends heavily on Artificial Intelligence (AI) technology wherein computational intelligence approaches aid in deriving the opinions/emotions of human beings. With the vast increase in Big Data, computational intelligence approaches have become a necessity for Natural Language Processing and Sentiment Analysis in a wide range of decision-making application areas. The applications of Sentiment Analysis are enormous, ranging from business to biomedical and clinical applications. However, the combination of AI methods and Sentiment Analysis is one of the rarest commodities in the literature. The literatures either gives more importance to the application alone or to the AI/CI methodology.Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for various applications. The authors provide readers with an in-depth look at the challenges and solutions associated with the different types of Sentiment Analysis, including case studies and real-world scenarios from across the globe. Development of scientific and enterprise applications are covered, which will aid computer scientists in building practical/real-world AI-based Sentiment Analysis systems. - Includes basic concepts, technical explanations, and case studies for in-depth explanation of the Sentiment Analysis - Aids computer scientists in developing practical/real-world AI-based Sentiment Analysis systems - Provides readers with real-world development applications of AI-based Sentiment Analysis, including transfer learning for opinion mining from pandemic medical data, sarcasm detection using neural networks in human-computer interaction, and emotion detection using the random-forest algorithm
Download or read book Monte Carlo Methods in Bayesian Computation written by Ming-Hui Chen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dealing with methods for sampling from posterior distributions and how to compute posterior quantities of interest using Markov chain Monte Carlo (MCMC) samples, this book addresses such topics as improving simulation accuracy, marginal posterior density estimation, estimation of normalizing constants, constrained parameter problems, highest posterior density interval calculations, computation of posterior modes, and posterior computations for proportional hazards models and Dirichlet process models. The authors also discuss model comparisons, including both nested and non-nested models, marginal likelihood methods, ratios of normalizing constants, Bayes factors, the Savage-Dickey density ratio, Stochastic Search Variable Selection, Bayesian Model Averaging, the reverse jump algorithm, and model adequacy using predictive and latent residual approaches. The book presents an equal mixture of theory and applications involving real data, and is intended as a graduate textbook or a reference book for a one-semester course at the advanced masters or Ph.D. level. It will also serve as a useful reference for applied or theoretical researchers as well as practitioners.
Download or read book Proceedings of the First International Forum on Financial Mathematics and Financial Technology written by Zhiyong Zheng and published by Springer Nature. This book was released on 2021-02-08 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains high-quality papers presented at the First International Forum on Financial Mathematics and Financial Technology. With the rapid development of FinTech, the in-depth integration between mathematics, finance and advanced technology is the general trend. This book focuses on selected aspects of the current and upcoming trends in FinTech. In detail, the included scientific papers focus on financial mathematics and FinTech, presenting the innovative mathematical models and state-of-the-art technologies such as deep learning, with the aim to improve our financial analysis and decision-making and enhance the quality of financial services and risk control. The variety of the papers delivers added value for both scholars and practitioners where they will find perfect integration of elegant mathematical models and up-to-date data mining technologies in financial market analysis.
Download or read book Reports of the Tax Court of the United States written by United States. Tax Court and published by . This book was released on 1985 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Inflation Expectations written by Peter J. N. Sinclair and published by Routledge. This book was released on 2009-12-16 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inflation is regarded by the many as a menace that damages business and can only make life worse for households. Keeping it low depends critically on ensuring that firms and workers expect it to be low. So expectations of inflation are a key influence on national economic welfare. This collection pulls together a galaxy of world experts (including Roy Batchelor, Richard Curtin and Staffan Linden) on inflation expectations to debate different aspects of the issues involved. The main focus of the volume is on likely inflation developments. A number of factors have led practitioners and academic observers of monetary policy to place increasing emphasis recently on inflation expectations. One is the spread of inflation targeting, invented in New Zealand over 15 years ago, but now encompassing many important economies including Brazil, Canada, Israel and Great Britain. Even more significantly, the European Central Bank, the Bank of Japan and the United States Federal Bank are the leading members of another group of monetary institutions all considering or implementing moves in the same direction. A second is the large reduction in actual inflation that has been observed in most countries over the past decade or so. These considerations underscore the critical – and largely underrecognized - importance of inflation expectations. They emphasize the importance of the issues, and the great need for a volume that offers a clear, systematic treatment of them. This book, under the steely editorship of Peter Sinclair, should prove very important for policy makers and monetary economists alike.
Download or read book Financial Modeling for Decision Making written by Ron Messer and published by Emerald Group Publishing. This book was released on 2020-09-01 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides accounting students in post-secondary institutions with an advanced level understanding of how to use MS-Excel to make business decisions. It reflects real-life applications of this important analytical tool, which has become the accepted industry standard for spreadsheet software.
Download or read book Finance Essentials written by Scott Moeller and published by Bloomsbury Publishing. This book was released on 2012-04-26 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collated by Scott Moeller of Cass Business School, this collection brings together the informative articles a budding finance practitioner needs to operate effectively in today's corporate environment. Bringing together core finance knowledge and cutting-edge research topics in an engaging and effective way, this text is the ideal companion for all practitioners and students of finance. You will find insights into the practical applications of theory in key areas such as balance sheets and cash flow, financial regulation and compliance, funding and investment, governance and ethics, mergers and acquisitions, and operations and performance. Contributors to this collection include some of the leading experts in their respective fields: Aswath Damodaran, Harold Bierman, Jr, Andreas Jobst, Frank J. Fabozzi, Ian Bremmer, Javier Estrada, Marc J. Epstein, Henrik Cronqvist, Daud Vicary Abdullah, Meziane Lasfer, Dean Karlan, Norman Marks, Seth Armitage, and many others. In this collection you will discover: * Over 80 best-practice articles, providing the best guidance on issues ranging from risk management and capital structure optimization through to market responses to M&A transactions and general corporate governance * Over 65 checklists forming step-by-step guides to essential tasks, from hedging interest rates to calculating your total economic capital * 55 carefully selected calculations and ratios to monitor firms' financial health * A fully featured business and finance dictionary with over 5,000 definitions
Download or read book The Journal of Business Forecasting Methods Systems written by and published by . This book was released on 1991 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Kiplinger s Personal Finance written by and published by . This book was released on 2002-07 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most trustworthy source of information available today on savings and investments, taxes, money management, home ownership and many other personal finance topics.
Download or read book ICBBEM 2023 written by Liu Lin and published by European Alliance for Innovation. This book was released on 2023-07-24 with total page 1522 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2nd International Conference on Bigdata Blockchain and Economy Management (ICBBEM 2023) was successfully held on 19-21 May 2023 in Hangzhou, China. The conference aims to present the latest research results in the areas related to Big Data, Blockchain and Economic Management, and provide an opportunity for experts and scholars from various fields to meet face-to-face, exchange new ideas and practical experiences, establish business or research relationships, and seek future international cooperation. This volume contains a collection of excellent papers from the conference, presented on topics such as computer software and computer applications, blockchain in data management, e-commerce and digital commerce, and linear regression analysis. We hope that these papers will serve as a reference for young scholars in their future research.
Download or read book InfoWorld written by and published by . This book was released on 1983-02-07 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Download or read book InfoWorld written by and published by . This book was released on 1983-01-31 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Download or read book InfoWorld written by and published by . This book was released on 1983-01-31 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: InfoWorld is targeted to Senior IT professionals. Content is segmented into Channels and Topic Centers. InfoWorld also celebrates people, companies, and projects.
Download or read book Reports of the United States Tax Court written by United States. Tax Court and published by . This book was released on 1984 with total page 1030 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-12 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.
Download or read book eBook Corporate Finance 5e written by David Hillier and published by McGraw Hill. This book was released on 2024-02-12 with total page 955 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth European edition of Corporate Finance takes an applied approach to cover all the latest research and topic areas important to students taking Finance courses. The new edition provides an international perspective on all areas of corporate finance and has been updated to include discussion on current trends such as the integrated nature of global supply chains, financial risk management, and key regulatory changes impacting the sector. It addresses the impact that FinTech, the climate and geopolitics are having on the development of corporate finance, considers the questions brought about by the global corona virus pandemic, and looks to the future of the industry. Understanding and Application •Clear, user-friendly style •Example boxes in every chapter provide hypothetical examples to illustrate theoretical concepts such as cash flow timing, dividend smoothing and differential growth. •Real World Insight boxes use companies like Apple, Volkswagen and Adidas to show how they have applied corporate finance theories and concepts to their business decisions. •Chapter links throughout provide quick cross-referencing to show the connections between topics. Practice and Proficiency •Mini and Practical cases present scenarios and questions to practice application and learning. •Questions and Problems in each chapter, categorised by topic and level of difficulty, allow for rigorous testing of the chapter content. •Numbered maths equations and key notation boxes listing the variables and acronyms that will be encountered in each chapter, designed to encourage mastery of Maths. •Exam Questions designed to take 45 minutes and test you on material learned in a more formal exam style. •Connect® resources include algorithmic questions designed to ensure equations and calculations are not learned by rote but by thorough understanding and practice. New to This Edition •Sustainability in Action boxes draw on issues relating to the environment, society, the economy and climate change to show how corporate finance is so important to the resolution of sustainability challenges. •Updated discussions and new sections on sustainable value added, green bonds, dividend policy and share repurchases, Islamic Financing, intangible valuation, and the differential value method. Available on McGraw Hill’s Connect®, the well-established online learning platform, which features our award-winning adaptive reading experience as well as resources to help faculty and institutions improve student outcomes and course delivery efficiency. To learn more, visit mheducation.co.uk/connect David Hillier is Associate Principal and Executive Dean of the University of Strathclyde Business School. A Professor of Finance, David was recognized as being in the top 3 per cent of the most prolific finance researchers in the world over the past 50 years (Heck and Cooley, 2009) and appears regularly in the media as a business commentator. His YouTube channel of finance lectures (professordavidhillier) has attracted nearly half a million views worldwide. This European edition is originally based on the Corporate Finance text by Stephen A. Ross, Randolph W. Westerfield, Jeffrey F. Jaffe, and Bradford D. Jordan.
