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SIAMCOMP
2008
75views more  SIAMCOMP 2008»
15 years 1 months ago
Graph Distances in the Data-Stream Model
Joan Feigenbaum, Sampath Kannan, Andrew McGregor, ...
ENVSOFT
2008
59views more  ENVSOFT 2008»
15 years 9 days ago
Spatial planning for lowland stream basins using a bioeconomic model
Paul van Walsum, John Helming, Louis Stuyt, Eric S...
129
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STACS
2009
Springer
15 years 6 months ago
Lower Bounds for Multi-Pass Processing of Multiple Data Streams
ABSTRACT. This paper gives a brief overview of computation models for data stream processing, and it introduces a new model for multi-pass processing of multiple streams, the so-ca...
Nicole Schweikardt
IEEEVAST
2010
14 years 8 months ago
Anomaly detection in GPS data based on visual analytics
Modern machine learning techniques provide robust approaches for data-driven modeling and critical information extraction, while human experts hold the advantage of possessing hig...
Zicheng Liao, Yizhou Yu, Baoquan Chen
JMLR
2012
13 years 4 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee