Title:
Business intelligence : data mining and optimization for decision making / Carlo Vercellis.
Author:
Vercellis, Carlo.
General Notes:
Includes bibliographical references (pages 403-411) and index.
I. Components of the decision-making process -- 1. Business intelligence -- 2. Decision support systems -- 3. Data warehousing -- II. Mathematical models and methods -- 4. Mathematical models for decision making -- 5. Data mining -- 6. Data preparation -- 7. Data exploration -- 8. Regression -- 9. Time series -- 10. Classification -- 11. Association rules -- 12. Clustering -- III. Business intelligence applications -- 13. Marketing models -- 14. Logistic and production models -- 15. Data envelopment analysis -- Appendix A. Software tools -- Appendix B. Dataset repositories.
Publisher:
Wiley,
Publication Place:
Chichester, U.K. :
ISBN:
9780470511381
0470511389
9780470511398
0470511397
Subject:
Decision making -- Mathematical models.
Business intelligence.
Data mining.
Business intelligence.
Data mining.
Decision making -- Mathematical models.
Business Intelligence
Data Mining
Entscheidungsfindung
Mathematisches Modell
Contents:
I. Components of the decision-making process -- 1. Business intelligence -- 2. Decision support systems -- 3. Data warehousing -- II. Mathematical models and methods -- 4. Mathematical models for decision making -- 5. Data mining -- 6. Data preparation -- 7. Data exploration -- 8. Regression -- 9. Time series -- 10. Classification -- 11. Association rules -- 12. Clustering -- III. Business intelligence applications -- 13. Marketing models -- 14. Logistic and production models -- 15. Data envelopment analysis -- Appendix A. Software tools -- Appendix B. Dataset repositories.
Physical Description:
xviii, 417 pages : illustrations, maps ;
Electronic Location:
http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=016556613&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Publication Date:
2009.
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