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CC
2006
Springer
182views System Software» more  CC 2006»
15 years 10 months ago
Selective Runtime Memory Disambiguation in a Dynamic Binary Translator
Abstract. Alias analysis, traditionally performed statically, is unsuited for a dynamic binary translator (DBT) due to incomplete control-flow information and the high complexity o...
Bolei Guo, Youfeng Wu, Cheng Wang, Matthew J. Brid...
AAAI
2008
15 years 9 months ago
Markov Blanket Feature Selection for Support Vector Machines
Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
Jianqiang Shen, Lida Li, Weng-Keen Wong
AUSAI
2008
Springer
15 years 8 months ago
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
Multiple-Instance Learning via Embedded Instance Selection (MILES) is a recently proposed multiple-instance (MI) classification algorithm that applies a single-instance base learne...
James R. Foulds, Eibe Frank
ESWS
2008
Springer
15 years 8 months ago
Assisting Pictogram Selection with Semantic Interpretation
Participants at both end of the communication channel must share common pictogram interpretation to communicate. However, because pictogram interpretation can be ambiguous, pictogr...
Heeryon Cho, Toru Ishida, Toshiyuki Takasaki, Sato...
AAAI
2010
15 years 8 months ago
Hydra: Automatically Configuring Algorithms for Portfolio-Based Selection
The AI community has achieved great success in designing high-performance algorithms for hard combinatorial problems, given both considerable domain knowledge and considerable eff...
Lin Xu, Holger Hoos, Kevin Leyton-Brown