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catalog abstract "This 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.".
catalog contributor b12142750.
catalog contributor b12142751.
catalog contributor b12142752.
catalog created "2001.".
catalog date "2001".
catalog date "2001.".
catalog dateCopyrighted "2001.".
catalog description "Includes bibliographical references and index.".
catalog description "This 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.".
catalog description "Workshop report-international workshop on temporal, spatial, and spatio-temporal data mining-RSDM2000 / Kathleen Hornsby -- Discovering temporal patterns in multiple granularities -- Yingjiu Li, X. Sean Wang, and Sushi Jajodia -- Refined time stamps for concept driff detection during mining for classification rules / Ray J. Hickey and Michaela M. Black -- K-harmonic means-a spatial clustering algorithm with boosting / Bin Zhang, Meichun Hsu, and Umesh Dayal -- Identifying temporal patterns for characterization and prediction of financial time series events / Richard J. Povinelli -- Value range queries on earth science data via histogram clustering / Ruixin Yang [and others] -- Fast randomized algorithms for robust estimation of location / Vladimir Estivill-Castro and Michael E. Houle -- Rough sets in spatio-temporal data mining / Thomas Bittner -- Join indices as a tool for spatial data mining / Karine Zeitouni, Laurent Yeh, and Marie-Aude Aufaure -- Data mining with calendar attributes / Howard J. Hamilton and Dee Jay Randall -- AUTOCLUST+: automatic clustering of point-data sets in the presence of abstacles / Vladimir Estivill-Castro and Ickjai Lee -- Updated bibliography of temporal, spatial, and spatio-temporal data mining research / John F. Roddick, Kathleen Hornsby, and Myra Spiliopoulou.".
catalog extent "vi, 163 p. :".
catalog identifier "3540417737 (softcover : alk. paper)".
catalog isPartOf "Lecture notes in computer science ; 2007. Lecture notes in artificial".
catalog isPartOf "Lecture notes in computer science ; 2007.".
catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
catalog issued "2001".
catalog issued "2001.".
catalog language "eng".
catalog publisher "Berlin ; New York : Springer,".
catalog subject "006.3 21".
catalog subject "Artificial intelligence.".
catalog subject "Computer science.".
catalog subject "Data mining Congresses.".
catalog subject "Database management.".
catalog subject "Geographical information systems.".
catalog subject "Information storage and retrieval systems.".
catalog subject "Information systems.".
catalog subject "QA76.9.D343 T73 2000".
catalog tableOfContents "Workshop report-international workshop on temporal, spatial, and spatio-temporal data mining-RSDM2000 / Kathleen Hornsby -- Discovering temporal patterns in multiple granularities -- Yingjiu Li, X. Sean Wang, and Sushi Jajodia -- Refined time stamps for concept driff detection during mining for classification rules / Ray J. Hickey and Michaela M. Black -- K-harmonic means-a spatial clustering algorithm with boosting / Bin Zhang, Meichun Hsu, and Umesh Dayal -- Identifying temporal patterns for characterization and prediction of financial time series events / Richard J. Povinelli -- Value range queries on earth science data via histogram clustering / Ruixin Yang [and others] -- Fast randomized algorithms for robust estimation of location / Vladimir Estivill-Castro and Michael E. Houle -- Rough sets in spatio-temporal data mining / Thomas Bittner -- Join indices as a tool for spatial data mining / Karine Zeitouni, Laurent Yeh, and Marie-Aude Aufaure -- Data mining with calendar attributes / Howard J. Hamilton and Dee Jay Randall -- AUTOCLUST+: automatic clustering of point-data sets in the presence of abstacles / Vladimir Estivill-Castro and Ickjai Lee -- Updated bibliography of temporal, spatial, and spatio-temporal data mining research / John F. Roddick, Kathleen Hornsby, and Myra Spiliopoulou.".
catalog title "Temporal, spatial, and spatio-temporal data mining : first international workshop, TSDM 2000, Lyon, France, September 12, 2000 : revised papers / John F. Roddick, Kathleen Hornsby (eds.).".
catalog type "Conference proceedings. fast".
catalog type "Lyon (2000) swd".
catalog type "text".