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. |
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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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Περίληψη: |
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. |
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Φυσική περιγραφή: |
1 online resource (viii, 413 p.) : ill. |
Βιβλιογραφία: |
Includes bibliographical references (p. 397-408) and index. |
ISBN: |
9780123704771 0123704774 9780080555676 (electronic bk.) 0080555675 (electronic bk.) |