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CSDA
2007
106views more  CSDA 2007»
15 years 1 months ago
Parsimonious additive models
A new method for function estimation and variable selection, specifically designed for additive models fitted by cubic splines is proposed.This new method involves regularizing ...
Marta Avalos, Yves Grandvalet, Christophe Ambroise
110
Voted
KDD
2008
ACM
148views Data Mining» more  KDD 2008»
16 years 2 months ago
Get another label? improving data quality and data mining using multiple, noisy labelers
This paper addresses the repeated acquisition of labels for data items when the labeling is imperfect. We examine the improvement (or lack thereof) in data quality via repeated la...
Victor S. Sheng, Foster J. Provost, Panagiotis G. ...
165
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MEMETIC
2010
311views more  MEMETIC 2010»
14 years 8 months ago
Iterated local search with Powell's method: a memetic algorithm for continuous global optimization
In combinatorial solution spaces Iterated Local Search (ILS) turns out to be exceptionally successful. The question arises: is ILS also capable of improving the optimization proces...
Oliver Kramer
PERCOM
2007
ACM
16 years 1 months ago
The SkyLoc Floor Localization System
When a mobile user dials 911, a key to arriving to the emergency scene promptly is knowing the location of the mobile user. This paper presents SkyLoc, a GSM fingerprinting-based ...
Alex Varshavsky, Anthony LaMarca, Jeffrey Hightowe...
IPPS
2007
IEEE
15 years 8 months ago
Runtime Optimization of Application Level Communication Patterns
— This paper introduces the Abstract Data and Communication Library (ADCL). ADCL is an application level communication library aiming at providing the highest possible performanc...
Edgar Gabriel, Shuo Huang