LEADER 05317nam 22007335 450 001 9910143598703321 005 20200704032957.0 010 $a3-540-45244-3 024 7 $a10.1007/3-540-45244-3 035 $a(CKB)1000000000211437 035 $a(SSID)ssj0000327144 035 $a(PQKBManifestationID)11232912 035 $a(PQKBTitleCode)TC0000327144 035 $a(PQKBWorkID)10298447 035 $a(PQKB)10124892 035 $a(DE-He213)978-3-540-45244-7 035 $a(MiAaPQ)EBC3073160 035 $a(PPN)155176064 035 $a(EXLCZ)991000000000211437 100 $a20121227d2001 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aTemporal, Spatial, and Spatio-Temporal Data Mining $eFirst International Workshop TSDM 2000 Lyon, France, September 12, 2000 Revised Papers /$fedited by John F. Roddick, Kathleen Hornsby 205 $a1st ed. 2001. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2001. 215 $a1 online resource (VIII, 172 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v2007 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-41773-7 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aWorkshop Report - International Workshop on Temporal, Spatial, and Spatio-temporal Data Mining - TSDM2000 -- Discovering Temporal Patterns in Multiple Granularities -- Refined Time Stamps for Concept Drift Detection During Mining for Classification Rules -- K-Harmonic Means -A Spatial Clustering Algorithm with Boosting -- Identifying Temporal Patterns for Characterization and Prediction of Financial Time Series Events -- Value Range Queries on Earth Science Data via Histogram Clustering -- Fast Randomized Algorithms for Robust Estimation of Location -- Rough Sets in Spatio-temporal Data Mining -- Join Indices as a Tool for Spatial Data Mining -- Data Mining with Calendar Attributes -- AUTOCLUST+: Automatic Clustering of Point-Data Sets in the Presence of Obstacles -- An Updated Bibliography of Temporal, Spatial, and Spatio-temporal Data Mining Research. 330 $aThis volume contains updated versions of the ten papers presented at the First International Workshop on Temporal, Spatial and Spatio-Temporal Data Mining (TSDM 2000) held in conjunction with the 4th European Conference on Prin- ples and Practice of Knowledge Discovery in Databases (PKDD 2000) in Lyons, France in September, 2000. The aim of the workshop was to bring together experts in the analysis of temporal and spatial data mining and knowledge discovery in temporal, spatial or spatio-temporal database systems as well as knowledge engineers and domain experts from allied disciplines. The workshop focused on research and practice of knowledge discovery from datasets containing explicit or implicit temporal, spatial or spatio-temporal information. The ten original papers in this volume represent those accepted by peer review following an international call for papers. All papers submitted were refereed by an international team of data mining researchers listed below. We would like to thank the team for their expert and useful help with this process. Following the workshop, authors were invited to amend their papers to enable the feedback received from the conference to be included in the ?nal papers appearing in this volume. A workshop report was compiled by Kathleen Hornsby which also discusses the panel session that was held. 410 0$aLecture Notes in Artificial Intelligence ;$v2007 606 $aDatabase management 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aApplication software 606 $aGeographical information systems 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aGeographical Information Systems/Cartography$3https://scigraph.springernature.com/ontologies/product-market-codes/J13000 615 0$aDatabase management. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aGeographical information systems. 615 14$aDatabase Management. 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aGeographical Information Systems/Cartography. 676 $a006.3 702 $aRoddick$b John F$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHornsby$b Kathleen$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aTSDM 2000 906 $aBOOK 912 $a9910143598703321 996 $aTemporal, Spatial, and Spatio-Temporal Data Mining$91945001 997 $aUNINA