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Book Categories |
Preface | ||
Acknowledgments | ||
Foreword | ||
Contributing Authors | ||
Pt. I | Basic Technologies | 1 |
1 | Data Mining | 3 |
2 | Text and Web Mining | 15 |
3 | Decision Support | 23 |
4 | Integration of Data Mining and Decision Support | 37 |
5 | Collaboration in a Data Mining Virtual Organization | 49 |
6 | Data Mining Processes and Collaboration Principles | 63 |
Pt. II | Integration Aspects of Data Mining and Decision Support | 79 |
7 | Decision Support for Data Mining: An introduction to ROC analysis and its applications | 81 |
8 | Data Mining for Decision Support: Supporting marketing decisions through subgroup discovery | 91 |
9 | Preprocessing for Data Mining and Decision Support | 107 |
10 | Data Mining and Decision Support Integration through the Predictive Model Markup Language Standard and Visualization | 119 |
Pt. III | Applications of Data Mining and Decision Support | 131 |
11 | Analysis of Slovenian Media Space | 133 |
12 | On the Road to Knowledge: Mining 21 years of UK traffic accident reports | |
13 | Analysis of a Database of Research Projects Using Text Mining and Link Analysis | 157 |
14 | Web Site Access Analysis for a National Statistical Agency | 167 |
15 | Five Decision Support Applications | 177 |
16 | Large and Tall Buildings: A case study in the application of decision support and data mining | 191 |
17 | A Combined Data Mining and Decision Support Approach to Educational Planning | 203 |
Pt. IV | Collaboration Aspects | 213 |
18 | Collaborative Data Mining with Ramsys and Sumatra TT: Prediction of resources for a health farm | 215 |
19 | Collaborative Decision Making: An environmental case study | 227 |
20 | Lessons Learned from Data Mining, Decision Support and Collaboration | 237 |
21 | Internet Support to Collaboration: A knowledge management and organizational memory view | 247 |
22 | Mind the Gap: Academia-business partnership models and e-collaboration lessons learned | 261 |
Subject index | 271 |
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