In Artificial Intelligence in Finance and Investing, authors Robert Trippi and Jae Lee explain this fascinating new technology in terms that portfolio managers, institutional investors, investment analysis, and information systems professionals can understand. Using real-life examples and a practical approach, this rare and readable volume discusses the entire field of artificial intelligence of relevance to investing, so that readers can realize the benefits and evaluate the features of existing or proposed systems, and ultimately construct their own systems. Topics include using Expert Systems for Asset Allocation, Timing Decisions, Pattern Recognition, and Risk Assessment; overview of Popular Knowledge-Based Systems; construction of Synergistic Rule Bases for Securities Selection; incorporating the Markowitz Portfolio Optimization Model into Knowledge-Based Systems; Bayesian Theory and Fuzzy Logic System Components; Machine Learning in Portfolio Selection and Investment Timing, including Pattern-Based Learning and Fenetic Algorithms; and Neural Network-Based Systems. To illustrate the concepts presented in the book, the authors conclude with a valuable practice session and analysis of a typical knowledge-based system for investment management, K-FOLIO. For those who want to stay on the cutting edge of the "application" revolution, Artificial Intelligence in Finance and Investing offers a pragmatic introduction to the use of knowledge-based systems in securities selection and portfolio management.
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First Sentence:
We are in the midst of a revolution in investment management. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
annual sales growth rate, trading volume data, investment domain, composite grade, foreign financial market, stock evaluation, preference base, environmental assumptions, fuzzy logic approach Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, International Conference, Higher Menu, Wall Street, Dow Jones, Financial Analysts Journal, John Wiley, Journal of Finance, Tax Benefit, Journal of Business, Criteria-Based Dialogue, Journal of Portfolio Management, Annual Meeting, Decision Sciences Institute, Menu Selection, Weinstein Last-Hour Activity, Electronics AND Issuing, Englewood Cliffs, Intelligent Stock Portfolio Management System, Management Science, Prentice Hall, Proceedings of the International Joint Conference, Reserved Ratio, San Diego, Systems Science New!
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Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
We are in the midst of a revolution in investment management. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
annual sales growth rate, trading volume data, investment domain, composite grade, foreign financial market, stock evaluation, preference base, environmental assumptions, fuzzy logic approach Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, International Conference, Higher Menu, Wall Street, Dow Jones, Financial Analysts Journal, John Wiley, Journal of Finance, Tax Benefit, Journal of Business, Criteria-Based Dialogue, Journal of Portfolio Management, Annual Meeting, Decision Sciences Institute, Menu Selection, Weinstein Last-Hour Activity, Electronics AND Issuing, Englewood Cliffs, Intelligent Stock Portfolio Management System, Management Science, Prentice Hall, Proceedings of the International Joint Conference, Reserved Ratio, San Diego, Systems Science New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 32
books:
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- Expert systems: Principles and case studies on page 79, and page 117
- Investment Management: Decision Support and Expert Systems ([VNR computer library]) by Robert R. Trippi on page 43, and page 65
- Investment management: Decision support and expert systems by Robert R Trippi on page 43, and page 65
- Investment Management (The Dryden Press Series in Finance) by R. Stephen Sears on page 45
- Human Problem Solving by Allen Newell on page 64
See all 32 books this book cites
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