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» Algorithmic issues in modeling motion
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ICML
2010
IEEE
15 years 6 months ago
Multi-Class Pegasos on a Budget
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
Zhuang Wang, Koby Crammer, Slobodan Vucetic
BMCBI
2008
139views more  BMCBI 2008»
15 years 5 months ago
The C1C2: A framework for simultaneous model selection and assessment
Background: There has been recent concern regarding the inability of predictive modeling approaches to generalize to new data. Some of the problems can be attributed to improper m...
Martin Eklund, Ola Spjuth, Jarl E. S. Wikberg
EDOC
2006
IEEE
15 years 11 months ago
Service Interaction Modeling: Bridging Global and Local Views
In a Service-Oriented Architecture (SOA), a system is viewed as a collection of independent units (services) that interact with one another through message exchanges. Established ...
Johannes Maria Zaha, Marlon Dumas, Arthur H. M. te...
SPAA
1996
ACM
15 years 9 months ago
BSP vs LogP
A quantitative comparison of the BSP and LogP models of parallel computation is developed. We concentrate on a variant of LogP that disallows the so-called stalling behavior, alth...
Gianfranco Bilardi, Kieran T. Herley, Andrea Pietr...
145
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SDM
2007
SIAM
171views Data Mining» more  SDM 2007»
15 years 6 months ago
A Better Alternative to Piecewise Linear Time Series Segmentation
Time series are difficult to monitor, summarize and predict. Segmentation organizes time series into few intervals having uniform characteristics (flatness, linearity, modality,...
Daniel Lemire