Download Temporal, Spatial, and Spatio

John F. Roddick Kathleen Hornsby (Eds.)
Temporal, Spatial,
and Spatio-Temporal
Data Mining
First International Workshop, TSDM 2000
Lyon, France, September 12, 2000
Revised Papers
Springer
Table of Contents
Workshop Report - International Workshop on Temporal, Spatial, and
Spatio-temporal Data Mining - TSDM 2000
Kathleen Hornsby
Discovering Temporal Patterns in Multiple Granularities
Yingjiu Li, X. Sean Wang, and Sushil Jajodia
Refined Time Stamps for Concept Drift Detection During Mining for
Classification Rules
Ray J. Hickey and Michaela M. Black
if-Harmonic Means - A Spatial Clustering Algorithm with Boosting
Bin Zhang, Meichun Hsu, and Umesh Dayal
1
5
20
31
Identifying Temporal Patterns for Characterization and Prediction of
Financial Time Series Events
Richard J. Povinelli
46
Value R a n g e Queries on E a r t h Science D a t a via Histogram Clustering . . . .
62
Ruixin Yang, Kwang-Su Yang, Menas Kafatos, and X. Sean Wang
Fast Randomized Algorithms for Robust Estimation of Location
Vladimir Estivill-Castro and Michael E. Houle
77
Rough Sets in Spatio-temporal Data Mining
Thomas Bittner
89
Join Indices as a Tool for Spatial Data Mining
Karine Zeitouni, Laurent Yeh, and Marie-Aude Aufaure
105
Data Mining with Calendar Attributes
Howard J. Hamilton and Dee Jay Randall
117
AUTOCLUST+: Automatic Clustering of Point-Data Sets in the Presence
of Obstacles
133
Vladimir Estivill-Castro and Ickjai Lee
An Updated Bibliography of Temporal, Spatial, and Spatio-temporal Data
Mining Research
147
John F. Roddick, Kathleen Hornsby, and Myra Spiliopoulou
Author Index
165