LEADER 05911nam 22008175 450 001 9910483045503321 005 20251226200007.0 010 $a3-540-30185-2 024 7 $a10.1007/b104334 035 $a(CKB)1000000000212663 035 $a(SSID)ssj0000098392 035 $a(PQKBManifestationID)11137764 035 $a(PQKBTitleCode)TC0000098392 035 $a(PQKBWorkID)10132779 035 $a(PQKB)10870205 035 $a(DE-He213)978-3-540-30185-1 035 $a(MiAaPQ)EBC3068298 035 $a(PPN)134123565 035 $a(EXLCZ)991000000000212663 100 $a20100715d2005 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aAdvances in Data Mining $eApplications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications; 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers /$fedited by Petra Perner 205 $a1st ed. 2005. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2005. 215 $a1 online resource (VIII, 176 p.) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v3275 300 $aConference organized by the Institute of Computer Vision and Applied Computer Science (IBaI). 311 08$a3-540-24054-3 320 $aIncludes bibliographical references and index. 327 $aCase-Based Reasoning -- Neuro-symbolic System for Business Internal Control -- Applying Case Based Reasoning Approach in Analyzing Organizational Change Management Data -- Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations -- An IBR System to Quantify the Ocean?s Carbon Dioxide Budget -- A Beta-Cooperative CBR System for Constructing a Business Management Model -- Image Mining -- Braving the Semantic Gap: Mapping Visual Concepts from Images and Videos -- Mining Images to Find General Forms of Biological Objects -- Applications in Process Control and Insurance -- The Main Steps to Data Quality -- Cost-Sensitive Design of Claim Fraud Screens -- An Early Warning System for Vehicle Related Quality Data -- Clustering and Association Rules -- Shape-Invariant Cluster Validity Indices -- Mining Indirect Association Rules -- An Association Mining Method for Time Series and Its Application in the Stock Prices of TFT-LCD Industry -- Clustering of Web Sessions Using Levenshtein Metric -- Telecommunication -- A Data Mining Approach for Call Admission Control and Resource Reservation in Wireless Mobile Networks -- Mining of an Alarm Log to Improve the Discovery of Frequent Patterns -- Medicine and Biotechnology -- Feature Selection and Classification Model Construction on Type 2 Diabetic Patient?s Data -- Knowledge Based Phylogenetic Classification Mining. 330 $aThe Industrial Conference on Data Mining ICDM-Leipzig was the fourth meeting in a series of annual events which started in 2000, organized by the Institute of Computer Vision and Applied Computer Sciences (IBaI) in Leipzig. The mission of the conference is to bring together researchers and people from industry in order to discuss together new trends and applications in data mining. This year a broad spectrum of work of different applications was presented ranging from image mining, medicine and biotechnology, management and environmental control, to telecommunications. Besides that an industrial exhibition showed the successful application of data mining methods by industries in different areas such as medical devices, mass data management systems, data mining tools, etc. During the discussion many projects were inspired leading to new and joint work. The fruitful discussions, the exchange of ideas and the spirit of the conference made it a remarkable event for both sides, industry and research. We would like to express our appreciation to the reviewers for their precise and highly professional work. We appreciate the help and understanding of the editorial staff at Springer and in particular Alfred Hofmann, who supported the publication of these proceedings in the LNAI series. Last, but not least, we wish to thank all speakers, participants and industrial exhibitors who contributed to the success of the conference. We are looking forward to welcoming you to ICDM 2005 (www.data-mini- forum.de) and to the new work you will present there. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v3275 606 $aArtificial intelligence 606 $aComputer science 606 $aDatabase management 606 $aComputers and civilization 606 $aComputer vision 606 $aInformation technology$xManagement 606 $aArtificial Intelligence 606 $aComputer Science 606 $aDatabase Management 606 $aComputers and Society 606 $aComputer Vision 606 $aComputer Application in Administrative Data Processing 615 0$aArtificial intelligence. 615 0$aComputer science. 615 0$aDatabase management. 615 0$aComputers and civilization. 615 0$aComputer vision. 615 0$aInformation technology$xManagement. 615 14$aArtificial Intelligence. 615 24$aComputer Science. 615 24$aDatabase Management. 615 24$aComputers and Society. 615 24$aComputer Vision. 615 24$aComputer Application in Administrative Data Processing. 676 $a006.3 701 $aPerner$b Petra$0564935 712 02$aInstitut fu?r Bildverarbeitung und Angewandte Informatik (Leipzig, Germany) 712 12$aIndustrial Conference on Data Mining. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483045503321 996 $aAdvances in data mining$94188485 997 $aUNINA