Probabilistic methods for financial and marketing informatics
Başlık:
Probabilistic methods for financial and marketing informatics
Yazar:
Neapolitan, Richard E.
ISBN:
9780123704771
Yazar Ek Girişi:
Yayın Bilgileri:
San Fransisco, CA : Morgan Kaufmann Publishers, c2007.
Fiziksel Tanımlama:
viii, 413 p. : ill. ; 24 cm.
İçerik:
I: Informatics and Baysesian Networks; Introduction to Informatics; Basics of Probability and Statistics; Algorithms for Bayesian Networks; Decision Trees and Influence Diagrams. II: Business Informatics: Collaborative Filtering; Targeted Advertising; Market Basket Analysis; Venture Capital Decision Making; Measuring Operational Risk; Credit Scoring; Applications to Investment Science. Appendices.
Özet:
Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans * 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.
Tür:
Yazar Ek Girişi:
Tüzel Kişi Ek Girişi:
Elektronik Erişim:
ScienceDirect An electronic book accessible through the World Wide Web; click for informationTable of contents only http://www.loc.gov/catdir/toc/ecip077/2006039447.html
Publisher description http://www.loc.gov/catdir/enhancements/fy0707/2006039447-d.html