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Introduction to Data Mining

Detaylı Bibliyografya
Yazar: Pang-Ning Tan
Diğer Yazarlar: Michael Steinbach; Vipin Kumar
Materyal Türü: Printed Book
Baskı/Yayın Bilgisi: Noida Pearson / Dorling Kindersley ( India ) Pvt.Ltd 2014
Konular:
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100 |a  Pang-Ning Tan 
245 |a Introduction to Data Mining 
260 |a Noida  |b Pearson / Dorling Kindersley ( India ) Pvt.Ltd  |c 2014 
300 |a 732p. 
505 |a  1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis : basic concepts and algorithms -- 9. Cluster analysis : additional issues and algorithms -- 10. Anomaly detection -- App. A. Linear algebra -- App. B. Dimensionality reduction -- App. C. Probability and statistics -- App. D. Regression -- App. E. Optimization. 
650 |a  Data mining. Exploration de données (Informatique)  
700 |a Michael Steinbach; Vipin Kumar 
942 |c BK 
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