Probabilistic methods for financial and marketing informatics
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 pr...
| Κύριος συγγραφέας: | Neapolitan, Richard E. |
|---|---|
| Άλλοι συγγραφείς: | Jiang, Xia. |
| Μορφή: | Ηλεκτρονική πηγή |
| Γλώσσα: | English |
| Στοιχεία έκδοσης: |
San Fransisco, CA :
Morgan Kaufmann Publishers,
c2007.
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| Θέματα: | |
| Διαθέσιμο Online: |
http://www.sciencedirect.com/science/book/9780123704771 |
| Ετικέτες: |
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Πίνακας περιεχομένων:
- 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.