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AOIS
2004
15 years 8 months ago
A Systematic Approach for Including Machine Learning in Multi-agent Systems
Large scale multi-agent systems (MASs) in unpredictable environments must use machine learning techniques to perform their goals and improve the performance of the system. This pap...
José Alberto R. P. Sardinha, Alessandro F. ...
USENIX
2003
15 years 8 months ago
A Multi-User Virtual Machine
Recent efforts aimed at improving the scalability of the JavaTM platform have focused primarily on the safe collocation of multiple applications in the virtual machine. This is of...
Grzegorz Czajkowski, Laurent Daynès, Ben Ti...
ICPR
2006
IEEE
16 years 7 months ago
Machine Learning for Video Compression: Macroblock Mode Decision
Video Compression currently is dominated by engineering and fine-tuned heuristic methods. In this paper, we propose to instead apply the well-developed machinery of machine learni...
Christoph H. Lampert
APLAS
2007
ACM
15 years 10 months ago
Deriving Compilers and Virtual Machines for a Multi-level Language
We develop virtual machines and compilers for a multi-level language, which supports multi-stage specialization by composing program fragments with quotation mechanisms. We conside...
Atsushi Igarashi, Masashi Iwaki
CORR
2002
Springer
96views Education» more  CORR 2002»
15 years 6 months ago
Thumbs up? Sentiment Classification using Machine Learning Techniques
We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, w...
Bo Pang, Lillian Lee, Shivakumar Vaithyanathan