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AOSD
2009
ACM
13 years 11 months ago
Dependent advice: a general approach to optimizing history-based aspects
Many aspects for runtime monitoring are history-based: they contain pieces of advice that execute conditionally, based on the observed execution history. History-based aspects are...
Eric Bodden, Feng Chen, Grigore Rosu
SIGMOD
2007
ACM
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14 years 5 months ago
DaNaLIX: a domain-adaptive natural language interface for querying XML
We present DaNaLIX, a prototype domain-adaptive natural language interface for querying XML. Our system is an extension of NaLIX, a generic natural language interface for querying...
Yunyao Li, Ishan Chaudhuri, Huahai Yang, Satinder ...
ICML
2003
IEEE
14 years 5 months ago
Utilizing Domain Knowledge in Neuroevolution
James Fan, Raymond Lau, Risto Miikkulainen
ICML
2005
IEEE
14 years 5 months ago
Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning
We introduce a novel approach to incorporating domain knowledge into Support Vector Machines to improve their example efficiency. Domain knowledge is used in an Explanation Based ...
Qiang Sun, Gerald DeJong
ICML
2009
IEEE
14 years 5 months ago
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
David Andrzejewski, Xiaojin Zhu, Mark Craven