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Chapter 1: Bayesian Networks as a Decision Support Tool in Credit Scoring Domain
Table 1: Probability table P(<Customer Category>)
Table 2: Probability table P(<Customer Category >|<Debit>)
Table 3: Stages of credit granting process
Table 4: Areas of enterprise analysis
Table 5: The scoring table for the "profitability" area (normative point scale)
Table 6: The scoring tables for the rest of the objective factors areas
Table 7: Subjective factors, scoring tables
Table 8: The score corresponding to the class of the economic-financial position
Table 9: The score corresponding to the class of the economic-financial position and the previous credit performance
Table 10: Example-The score corresponding to factors
Table 11: The total score corresponding to qualitative and quantitative factors
Table 12: Conditional probability distributions in "quality of management" node
Table 13: The factors considered in Bayesian network structure of credit scoring system
Chapter 3: An Evolutionary Misclassification Cost Minimization Approach for Medical Diagnosis
Table 1: Results of tests of difference in means for training and holdout samples
Table 2: Results of tests in training and holdout samples of heart disease data
Table 3: Results for tests in training and holdout samples for BUPA data set
Chapter 4: Guiding Knowledge Discovery Through Interactive Data Mining
Table 1: Textual presentation of clustering algorithm results
Table 2: Layered interaction model (Nielson, 1992)
Chapter 5: A Proposed Process for Performing Data Mining Projects
Table 1: Mapping observed activities to straw man
Chapter 6: Data Mining for Optimal Combination Demand Forecasts
Table 1: Summary statistics of the 26 items
Table 2: The alternative forecasting methods in each procedure
Table 3a: Forecasting results for sample A of 8 items
Table 3b: Forecasting results for sample B of 2 items
Table 4a: Results for common forecasting methods for sample A items
Table 4b: Results for common forecasting methods for sample B items
Table 5: F-statistics and comparisons of forecast error variances
Table 6: Results for common weights and forecasting method
Table 7: Summary of results
Table 8: A comparison of ARl and seasonal AR1 for the 10 items
Table 9: Summary of results if Holt-Winters method replaces Holt's method
Chapter 9: Utilization of Data Mining Techniques to Detect and Predict Accounting Fraud: A Comparison of Neural Networks and Discriminant Analysis
Table 1: Predicted group membership
Table 2: Percent good parts of neural net testing
Chapter 12: Combination Forecasts Based on Markov Chain Monte Carlo Estimation of the Mode
Table 1: Results for case 1 simulation study
Table 2: Results for case 2 simulation study
Table 3: Autocorrelation coefficients of arrival series
Table 4: Results of individual forecast method
Table 5: Results of combination forecast methods
Table 6: RMSE values of all the forecasting methods
Chapter 14: Connectionist and Evolutionary Models for Learning, Discovering and Forecasting Software Effort
Table 1: A few major software project failures in US and in UK
Table 2: Performance of three different structural designs during the training phase
Table 3: Performance of three different networks during the test phase
Table 4: Pair-wise comparison (t-test) results for difference in means for actual and predicted software effort
Table 5: Pair-wise comparison (t-test) results for difference in means for actual and predicted software effort
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Managing Data Mining Technologies in Organizations: Techniques and Applications
ISBN: 1591400570
EAN: 2147483647
Year: 2003
Pages: 174
Authors:
Parag Pendharkar
BUY ON AMAZON
Interprocess Communications in Linux: The Nooks and Crannies
Signaling Processes
Signal and Signal Management Calls
Sockets: The Connection-Oriented Paradigm
Introduction
Using Signals in Threads
Systematic Software Testing (Artech House Computer Library)
Detailed Test Planning
Analysis and Design
The Test Organization
Improving the Testing Process
Appendix B Testing Survey
Developing Tablet PC Applications (Charles River Media Programming)
Your First Windows Forms Application
Introduction to Ink-Enabled Applications
Getting Started with Microsoft Agent
Speech Input with SAPI
Storing Ink in a Database
The Lean Six Sigma Pocket Toolbook. A Quick Reference Guide to Nearly 100 Tools for Improving Process Quality, Speed, and Complexity
Using DMAIC to Improve Speed, Quality, and Cost
Working with Ideas
Reducing Lead Time and Non-Value-Add Cost
Complexity Value Stream Mapping and Complexity Analysis
Selecting and Testing Solutions
Cultural Imperative: Global Trends in the 21st Century
Cross-Century Worldviews
Cultural Spectacles
Empires Past, Present, and Future
Epilogue After September 11
Appendix A Cultural Categorization Characteristics
MPLS Configuration on Cisco IOS Software
Cell-Mode MPLS
Outbound Route Filters
Command Reference
Case Study-Hub and Spoke MPLS VPN Network with Sites Using Same AS Numbers
MPLS Features and Case Studies
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