Temporal, Spatial, and Spatio-Temporal Data Mining First International Workshop TSDM 2000 Lyon, France, September 12, 2000 Revised Papers

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 Ly...

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Bibliographic Details
Other Authors: Roddick, John F. (Editor), Hornsby, Kathleen (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2001, 2001
Edition:1st ed. 2001
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 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