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» Testing for two components in a switching regression model
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103
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ICNP
2006
IEEE
15 years 5 months ago
Rigorous Protocol Design in Practice: An Optical Packet-Switch MAC in HOL
— This paper reports on an experiment in network protocol design: we use novel rigorous techniques in the design process of a new protocol, in a close collaboration between syste...
Adam Biltcliffe, Michael Dales, Sam Jansen, Tom Ri...
KDD
2006
ACM
113views Data Mining» more  KDD 2006»
16 years 2 days ago
A new multi-view regression approach with an application to customer wallet estimation
Motivated by the problem of customer wallet estimation, we propose a new setting for multi-view regression, where we learn a completely unobserved target (in our case, customer wa...
Srujana Merugu, Saharon Rosset, Claudia Perlich
KDD
2004
ACM
285views Data Mining» more  KDD 2004»
15 years 5 months ago
Effective localized regression for damage detection in large complex mechanical structures
In this paper, we propose a novel data mining technique for the efficient damage detection within the large-scale complex mechanical structures. Every mechanical structure is defi...
Aleksandar Lazarevic, Ramdev Kanapady, Chandrika K...
91
Voted
NN
2008
Springer
143views Neural Networks» more  NN 2008»
14 years 11 months ago
A batch ensemble approach to active learning with model selection
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
TROB
2002
126views more  TROB 2002»
14 years 11 months ago
Modeling and controllability for a class of hybrid mechanical systems
Abstract-- This work studies a class of hybrid mechanical systems that locomote by switching between constraints defining different dynamic regimes. We develop a geometric framewor...
Francesco Bullo, Milos Zefran