Advances in Data Mining: Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected PapersPetra Perner Springer Science & Business Media, 2004 M12 9 - 176 pages The Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. This year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. Besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. During the discussion many projects were inspired leading to new and joint work. The fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. We would like to express our appreciation to the reviewers for their precise and highly professional work. We appreciate the help and understanding of the editorial staff at Springer and in particular Alfred Hofmann, who supported the publication of these proceedings in the LNAI series. Last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. We are looking forward to welcoming you to ICDM 2005 (www.data-mini- forum.de) and to the new work you will present there. |
Contents
CaseBased Reasoning | 1 |
Improving the KNN Classification with the Euclidean Distance Through | 23 |
A BetaCooperative CBR System for Constructing a Business | 42 |
Mining Images to Find General Forms of Biological Objects | 60 |
CostSensitive Design of Claim Fraud Screens | 78 |
Clustering and Association Rules | 96 |
An Association Mining Method for Time Series and Its Application in | 117 |
Telecommunication | 134 |
Medicine and Biotechnology | 153 |
173 | |
Other editions - View all
Advances in Data Mining: Applications in Image Mining, Medicine and ... Petra Perner Limited preview - 2004 |
Advances in Data Mining: Applications in Image Mining, Medicine and ... Petra Perner Limited preview - 2004 |
Advances in Data Mining: Applications in Image Mining, Medicine and ... Petra Perner No preview available - 2009 |
Common terms and phrases
alarm types analysis apomorphic applied Apriori algorithm Artificial Intelligence audit cost average bandwidth based reasoning Berlin Heidelberg 2004 calculated Call Admission Control case-based reasoning CBR systems cell chronicle cladogram claim amount Computer correlation data defects data field data mining data quality data record data set database defined distance function distribution domain doublon edit distance experiments feature selection fraud Fuzzy Gaussian geometric clusters global handoff HbA1c Hebbian Learning ICDM IEEE improve Indirect Association rule item-sets knowledge L-cluster labelling LNAI Mahalanobis distance Management matrix mediator method mobility profiles Neural NN-tension object obtained path patterns Perner phylogenetic Phylsyst plesiomorphic prediction predictors probability problem proposed rare item-pair reasoning system retrieval scenario sessions similarity measure solution ẞy stock price sublogs synapomorphies taxa techniques TFT-LCD industry transaction transformation Type 2 diabetes values vectors visual web usage mining