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ICDM
2007
IEEE
158views Data Mining» more  ICDM 2007»
15 years 10 months ago
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice
Recent years have witnessed an increasing number of studies in stream mining, which aim at building an accurate model for continuously arriving data. Somehow most existing work ma...
Jing Gao, Wei Fan, Jiawei Han
SDM
2007
SIAM
198views Data Mining» more  SDM 2007»
15 years 5 months ago
Learning from Time-Changing Data with Adaptive Windowing
We present a new approach for dealing with distribution change and concept drift when learning from data sequences that may vary with time. We use sliding windows whose size, inst...
Albert Bifet, Ricard Gavaldà
230
Voted
ICDE
2006
IEEE
188views Database» more  ICDE 2006»
16 years 5 months ago
Efficiently Evaluating Order Preserving Similarity Queries over Historical Market-Basket Data
We introduce a new domain-independent framework for formulating and efficiently evaluating similarity queries over historical data, where given a history as a sequence of timestam...
Reza Sherkat, Davood Rafiei
112
Voted
RTCSA
2007
IEEE
15 years 10 months ago
Virtual Full Replication by Adaptive Segmentation
We propose Virtual Full Replication by Adaptive segmentation (ViFuR-A), and evaluate its ability to maintain scalability in a replicated real-time database. With full replication ...
Gunnar Mathiason, Sten F. Andler, Sang Hyuk Son
CVPR
1998
IEEE
16 years 5 months ago
Incorporating Illumination Constraints in Deformable Models
In this paper we present a method for the integration of nonlinear holonomic constraints in deformable models and its application to the problems of shape and illuminant direction...
Dimitris Samaras, Dimitris N. Metaxas