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CORR
2006
Springer
153views Education» more  CORR 2006»
14 years 10 months ago
Genetic Programming, Validation Sets, and Parsimony Pressure
Fitness functions based on test cases are very common in Genetic Programming (GP). This process can be assimilated to a learning task, with the inference of models from a limited n...
Christian Gagné, Marc Schoenauer, Marc Pari...
83
Voted
ICPP
2005
IEEE
15 years 3 months ago
Design and Implementation of Overlay Multicast Protocol for Multimedia Streaming
In this paper, we propose a new protocol called Shared Tree Streaming (or STS in short) protocol that is designed for interactive multimedia streaming applications. STS is a decen...
Thilmee M. Baduge, Akihito Hiromori, Hirozumi Yama...
70
Voted
BMCBI
2008
102views more  BMCBI 2008»
14 years 10 months ago
Monitoring the evolutionary aspect of the Gene Ontology to enhance predictability and usability
Background: Much effort is currently made to develop the Gene Ontology (GO). Due to the dynamic nature of information it addresses, GO undergoes constant updates whose results are...
Jong C. Park, Tak-eun Kim, Jinah Park
103
Voted
JMLR
2010
146views more  JMLR 2010»
14 years 5 months ago
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
The success of simple methods for classification shows that is is often not necessary to model complex attribute interactions to obtain good classification accuracy on practical p...
Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhar...
92
Voted
IS
2010
14 years 8 months ago
Tree pattern mining with tree automata constraints
Most work on pattern mining focuses on simple data structures such as itemsets and sequences of itemsets. However, a lot of recent applications dealing with complex data like chem...
Sandra de Amo, Nyara A. Silva, Ronaldo P. Silva, F...