## Data Mining and Decision Support: Integration and CollaborationDunja Mladenic, Nada Lavrač, Marko Bohanec, Steve Moyle Data mining deals with finding patterns in data that are by user-definition, interesting and valid. It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization and others. Independently, data mining and decision support are well-developed research areas, but until now there has been no systematic attempt to integrate them. Data Mining and Decision Support: Integration and Collaboration, written by leading researchers in the field, presents a conceptual framework, plus the methods and tools for integrating the two disciplines and for applying this technology to business problems in a collaborative setting. |

### From inside the book

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**nodes**and arcs . In general , a

**node**is labeled by an attribute name , and an arc by a valid value of the attribute associated with the

**node**from which the arc originates . The top - most

**node**is called the root of the tree , and the bottom ...

...

**node**represents a cluster that is formed by joining together objects from the two clusters corresponding to the children

**nodes**. The height of the

**node**is proportional to the distance between the joined clusters . Hierarchical ...

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### Contents

3 | |

TEXT AND WEB MINING | 15 |

DECISION SUPPORT | 23 |

INTEGRATION OF DATA MINING AND DECISION | 37 |

COLLABORATION IN A DATA MINING VIRTUAL | 49 |

DATA MINING PROCESSES AND COLLABORATION | 63 |

AN INTRODUCTION | 80 |

SUPPORTING | 91 |

MINING 21 YEARS OF | 142 |

ANALYSIS OF A DATABASE OF RESEARCH PROJECTS | 157 |

WEB SITE ACCESS ANALYSIS FOR A NATIONAL | 167 |

FIVE DECISION SUPPORT APPLICATIONS | 177 |

COLLABORATIVE DATA MINING WITH RAMSYS | 215 |

LESSONS LEARNED FROM DATA MINING DECISION | 237 |

A KNOWLEDGE | 247 |

ACADEMIABUSINESS PARTNERSHIP MODELS | 261 |

PREPROCESSING FOR DATA MINING AND DECISION | 107 |

DATA MINING AND DECISION SUPPORT INTEGRATION | 118 |

APPLICATIONS OF DATA MINING | 131 |

Subject index 271 | 270 |

### Other editions - View all

Data Mining and Decision Support: Integration and Collaboration Dunja Mladenic,Nada Lavrač,Marko Bohanec,Steve Moyle No preview available - 2012 |