Temporal, Spatial, and Spatio-Temporal Data Mining

First International Workshop TSDM 2000 Lyon, France, September 12, 2000 Revised Papers

AvJohn F. Roddick,Kathleen Hornsby

Häftad, Engelska, 2001

Del i serien Lecture Notes in Computer Science

552 kr

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Beskrivning

This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining, TSDM 2000, held in Lyon, France in September 2000 during the PKDD 2000 conference.The ten revised full papers presented are complemented by an introductory workshop report and an updated bibliography for the emerging new field; this bibliography is organized in nine topical chapters and lists more than 150 entries. All in all, the volume reflects the state of the art in the area and sets the scene for future R & D activities.

Produktinformation

Utgivningsdatum:2001-02-28
Mått:155 x 233 x 12 mm
Vikt:316 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:172
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783540417736

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Workshop 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.

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