Intelligent Decision Support Methods: The Science of Knowledge WorkThis is a comprehensive explanation of how powerful technologies work in business, using a pragmatic business approach in describing when and how they should be used. Detailed case studies are provided in management information systems, information systems, computer science, and management. The text focuses on modeling techniques such as rules, case-based reasoning, fuzzy logic, neural nets, genetic algorhithms and machine learning. |
Contents
A METRIC | 7 |
THE VOCABULARY OF INTELLIGENCE DENSITY | 15 |
DATADRIVEN DECISION SUPPORT | 30 |
Copyright | |
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Common terms and phrases
able analysis apply approach attributes Avenger Doll case-based reasoning Cash CBR system chromosome cluster complex credit history credit risk data warehouse database decision support dependent describe develop dimensions error evaluate example expert system fact firm fitness function fuzzy logic fuzzy rules fuzzy set fuzzy systems genetic algorithm help desk impurity input intelligence density interactions involved Jetstream Kaufhof knowledge kromes large number look machine learning manager match MEDIUM membership Messy Paint Kits neural net neural nets neural network neurode node number of lanes object OLAP systems optimization organization output overfitting price sensitivity probe problem promotion query recursive partitioning relationships result Rete algorithm rule-based systems scalability shows similar simple Snowman solution solve specific split stretch plot techniques things tion transaction processing systems tree types understand unsupervised learning variables weights widget