عنوان
پدید آورنده
موضوع
رده
HD30.2 .O47 2019
HD30
.
2
.
O47
2019
کتابخانه
محل استقرار
9789811371813
9811371814
9789811371806
Descriptive data mining /
[Book]
David L. Olson.
Second edition.
Singapore :
Springer Nature,
[2019]
©2019
1 online resource
Computational risk management,
2191-1444
Includes bibliographical references.
Intro; Preface; Book Concept; Contents; About the Authors; 1 Knowledge Management; Computer Support Systems; Examples of Knowledge Management; Data Mining Descriptive Applications; Summary; References; 2 Data Visualization; Data Visualization; R Software; Loan Data; Energy Data; Basic Visualization of Time Series; Conclusion; References; 3 Market Basket Analysis; Definitions; Co-occurrence; Demonstration; Fit; Profit; Lift; Market Basket Limitations; References; 4 Recency Frequency and Monetary Analysis; Dataset 1; Balancing Cells; Lift; Value Function; Data Mining Classification Models
Link Analysis of Your EmailsLink Analysis Application with PolyAnalyst (Olson and Shi 2007); Summary; References; 8 Descriptive Data Mining
Logistic RegressionDecision Tree; Neural Networks; Dataset 2; Conclusions; References; 5 Association Rules; Methodology; The Apriori Algorithm; Association Rules from Software; Non-negative Matric Factorization; Conclusion; References; 6 Cluster Analysis; K-Means Clustering; A Clustering Algorithm; Loan Data; Clustering Methods Used in Software; Software; R (Rattle) K-Means Clustering; Other R Clustering Algorithms; KNIME; WEKA; Summary; References; 7 Link Analysis; Link Analysis Terms; Basic Network Graphics with NodeXL; Network Analysis of Facebook Network or Other Networks
0
8
8
Springer Nature
com.springer.onix.9789811371813
Descriptive Data Mining.
9789811371806
Big data.
Data mining.
Risk management.
Big data.
BUSINESS & ECONOMICS-- Management.
BUSINESS & ECONOMICS-- Reference.
BUSINESS & ECONOMICS-- Skills.
Data mining.
Risk management.
BUS-- 041000
BUS-- 055000
BUS-- 059000
006
.
3/12
23
HD30
.
2
.
O47
2019
Olson, David L.,1944-
20200823230513.0
pn
مطالعه متن کتاب [Book]
Y
