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ICTAI
2007
IEEE
15 years 5 months ago
An Adaptive Distributed Ensemble Approach to Mine Concept-Drifting Data Streams
An adaptive boosting ensemble algorithm for classifying homogeneous distributed data streams is presented. The method builds an ensemble of classifiers by using Genetic Programmi...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...
SAC
2004
ACM
15 years 4 months ago
Interval and dynamic time warping-based decision trees
This work presents decision trees adequate for the classification of series data. There are several methods for this task, but most of them focus on accuracy. One of the requirem...
Juan José Rodríguez, Carlos J. Alons...
BMCBI
2010
98views more  BMCBI 2010»
14 years 11 months ago
Learning to predict expression efficacy of vectors in recombinant protein production
Background: Recombinant protein production is a useful biotechnology to produce a large quantity of highly soluble proteins. Currently, the most widely used production system is t...
Wen-Ching Chan, Po-Huang Liang, Yan-Ping Shih, Uen...
MATA
2004
Springer
199views Communications» more  MATA 2004»
15 years 4 months ago
Configuration Management for Networked Reconfigurable Embedded Devices
Distribution of product updates to embedded devices can increase product lifetimes for consumers and boost revenues for vendors. Dynamic provisioning of application solutions to e...
Timothy O'Sullivan, Richard Studdert
WWW
2009
ACM
15 years 12 months ago
Link based small sample learning for web spam detection
Robust statistical learning based web spam detection system often requires large amounts of labeled training data. However, labeled samples are more difficult, expensive and time ...
Guanggang Geng, Qiudan Li, Xinchang Zhang