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» Design Pattern Mining Enhanced by Machine Learning
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ML
2008
ACM
135views Machine Learning» more  ML 2008»
13 years 7 months ago
Compiling pattern matching to good decision trees
We address the issue of compiling ML pattern matching to compact and efficient decisions trees. Traditionally, compilation to decision trees is optimized by (1) implementing decis...
Luc Maranget
IPSN
2010
Springer
13 years 5 months ago
i-MAC - a MAC that learns
Traffic patterns in manufacturing machines exhibit strong temporal correlations due to the underlying repetitive nature of their operations. A MAC protocol can potentially learn t...
Krishna Kant Chintalapudi
HUC
2010
Springer
13 years 6 months ago
Routine as resource for the design of learning systems
Even though the coordination of kids’ activities is largely successful, the modern dual income family still regularly experiences breakdowns in their practices. Families often r...
Scott Davidoff
SSPR
2004
Springer
14 years 1 months ago
Learning from General Label Constraints
Most machine learning algorithms are designed either for supervised or for unsupervised learning, notably classification and clustering. Practical problems in bioinformatics and i...
Tijl De Bie, Johan A. K. Suykens, Bart De Moor
ICALT
2003
IEEE
14 years 1 months ago
A Distributed Software System Architecture For Wireless Peer-to-Peer Collaborative Learning
Students often turn to their peers for help in order to learn a new concept or lesson introduced by a teacher in class. This establishes roles of tutor and learner between student...
Indrani Vedula, Richard Han