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SIAMCOMP
2008
75views more  SIAMCOMP 2008»
15 years 7 months ago
Graph Distances in the Data-Stream Model
Joan Feigenbaum, Sampath Kannan, Andrew McGregor, ...
ENVSOFT
2008
59views more  ENVSOFT 2008»
15 years 6 months ago
Spatial planning for lowland stream basins using a bioeconomic model
Paul van Walsum, John Helming, Louis Stuyt, Eric S...
STACS
2009
Springer
16 years 1 days 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
15 years 2 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 10 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