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SDM
2010
SIAM
156views Data Mining» more  SDM 2010»
15 years 5 months ago
Co-selection of Features and Instances for Unsupervised Rare Category Analysis
Rare category analysis is of key importance both in theory and in practice. Previous research work focuses on supervised rare category analysis, such as rare category detection an...
Jingrui He, Jaime G. Carbonell
VAMOS
2010
Springer
15 years 5 months ago
Using Collaborations to Encapsulate Features? An Explorative Study
A feature is a program characteristic visible to an end-user. Current research strives to encapsulate the implementation of a feature in a module. Jak is a language extension to Ja...
Martin Kuhlemann, Norbert Siegmund, Sven Apel
HIS
2008
15 years 5 months ago
Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules
Most symbolic classifiers aim at building sets of rules with good coverage and precision. While this is suitable for most applications, they tend to neglect other desirable proper...
Rafael Giusti, Gustavo E. A. P. A. Batista, Ronald...
HIS
2008
15 years 5 months ago
New Crossover Operator for Evolutionary Rule Discovery in XCS
XCS is a learning classifier system that combines a reinforcement learning scheme with evolutionary algorithms to evolve rule sets on-line by means of the interaction with an envi...
Sergio Morales-Ortigosa, Albert Orriols-Puig, Este...
HCI
2007
15 years 5 months ago
An Empirical Study on Users' Acceptance of Speech Recognition Errors in Text-Messaging
Although speech recognition technology and voice synthesis systems have become readily available, recognition accuracy remain a serious problem in the design and implementation of ...
Shuang Xu, Santosh Basapur, Mark Ahlenius, Deborah...
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