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
... MINING AND DECISION SUPPORT Integration and Collaboration Edited by Dunja Mladenić Nada Lavrač Marko Bohanec Steve Moyle SolEuNet datamining decision Support Springer Science + Business Media , LLC SUPPORT Integration and ...
... SUPPORT Integration and Collaboration Edited by Dunja Mladenić , Nada Lavrač , Marko Bohanec , and Steve Moyle Springer Science + Business Media , LLC Library of Congress Cataloging - in - Publication Data Data DATA MINING AND DECISION.
... MINING AND DECISION SUPPORT Edited by Marko Bohanec 79 7 . DECISION SUPPORT FOR DATA MINING : AN INTRODUCTION TO ROC ANALYSIS AND ITS APPLICATIONS 81 Peter Flach , Hendrik Blockeel , Cčsar Ferri , José Hernández - Orallo , and Jan ...
... DECISION SUPPORT AND DATA MINING Steve Moyle , Marko Bohanec , and Eric Osrowski 191 17 . A COMBINED DATA MINING AND DECISION SUPPORT APPROACH TO EDUCATIONAL PLANNING 203 Silvana Gasar , Marko Bohanec , and Vladislav Rajkovič PART IV ...
... mining and decision support , as well as their application to business problems in a collaborative setting . Data mining is concerned with ... decision support for data mining approach , Preface INTEGRATION ASPECTS OF DATA MINING.
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 |