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ICDM
2005
IEEE
189views Data Mining» more  ICDM 2005»
15 years 11 months ago
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
Jie Yin, Qiang Yang
MVA
2000
249views Computer Vision» more  MVA 2000»
15 years 7 months ago
3D City Modeling with Laser Range Data and 2D Maps
Visualizations and simulations in an urban environment need 3D digital maps rather than traditional 2D maps, and constructing 3D maps from multiple data sources has become a promi...
Pingtao Wang, Takeshi Doihara, Kazuo Oda, Wei Lu
IWNAS
2008
IEEE
16 years 15 hour ago
Storage Aware Resource Allocation for Grid Data Streaming Pipelines
Data streaming applications, usually composed with sequential/parallel tasks in a data pipeline form, bring new challenges to task scheduling and resource allocation in grid envir...
Wen Zhang, Junwei Cao, Yisheng Zhong, Lianchen Liu...
ICDE
2006
IEEE
144views Database» more  ICDE 2006»
15 years 11 months ago
PRIVATE-IYE: A Framework for Privacy Preserving Data Integration
Data integration has been a long standing challenge to the database and data mining communities. This need has become critical in numerous contexts, including building e-commerce ...
Sourav S. Bhowmick, Le Gruenwald, Mizuho Iwaihara,...
WSC
2007
15 years 8 months ago
A simulation framework for energy efficient data grids
High performance data grids are increasingly becoming popular platforms to support data-intensive applications. Reducing high energy consumption caused by data grids is a challeng...
Ziliang Zong, Xiao Qin, Xiaojun Ruan, Kiranmai Bel...