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MLDM
2005
Springer
16 years 9 days ago
Clustering Large Dynamic Datasets Using Exemplar Points
In this paper we present a method to cluster large datasets that change over time using incremental learning techniques. The approach is based on the dynamic representation of clus...
William Sia, Mihai M. Lazarescu
PAKDD
2005
ACM
161views Data Mining» more  PAKDD 2005»
16 years 9 days ago
Online Algorithms for Mining Inter-stream Associations from Large Sensor Networks
We study the problem of mining frequent value sets from a large sensor network. We discuss how sensor stream data could be represented that facilitates efficient online mining and ...
K. K. Loo, Ivy Tong, Ben Kao
194
Voted
PPAM
2005
Springer
16 years 9 days ago
Towards Distributed Monitoring and Performance Analysis Services in the K-WfGrid Project
The complexity and the dynamics of the Grid environment and of the emering workflow-based applications on the Grid require novel performance monitoring and analysis services in or...
Hong Linh Truong, Bartosz Balis, Marian Bubak, Jak...
ICRA
2003
IEEE
109views Robotics» more  ICRA 2003»
16 years 2 days ago
Narrative situation assessment for human-robot interaction
Abstract— In this paper we address the problem of interpreting sensory data for human-robot interaction, especially when gathered from several robots at the same time. After desc...
Björn Jensen, Roland Philippsen, Roland Siegw...
DAWAK
2003
Springer
16 years 1 days ago
CPM: A Cube Presentation Model for OLAP
On-Line Analytical Processing (OLAP) is a trend in database technology, based on the multidimensional view of data. In this paper we introduce the Cube Presentation Model (CPM), a ...
Andreas S. Maniatis, Panos Vassiliadis, Spiros Ski...