Intelligent Decision Support Methods: The Science of Knowledge Work
This 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.
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THE VOCABULARY OF INTELLIGENCE DENSITY
DATADRIVEN DECISION SUPPORT
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able analysis apply approach attributes case-based reasoning Cash CBR system chromosome clients cluster complex credit history credit risk data warehouse database decision support depending describe develop dimensions error evaluate example expert system fact firm fitness function fuzzy logic fuzzy rules fuzzy sets fuzzy systems genetic algorithm help desk input intelligence density interactions involved Jetstream Kaufhof knowledge kromes large number look low credit risk machine learning manager match MEDIUM membership Messy Paint Kits neural nets neural network neurode node number of lanes object OLAP systems optimization organization output overfitting probe problem query recursive partitioning relationships result Rete algorithm rule-based systems scalability shown in Figure shows similar simple solution solve specific split stretch plot techniques things tion Toys tree types U S WEST understand variables weights widget