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133
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ATAL
2009
Springer
2009
Springer
Effective solutions for real-world Stackelberg games: when agents must deal with human uncertainties
15 years 8 months ago
How do we build multiagent algorithms for agent interactions with human adversaries? Stackelberg games are natural models for many important applications that involve human intera...
145
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DEXAW
2010
IEEE
15 years 2 months ago
2010
IEEE
— One of the central issues in Learning to Rank (L2R) for Information Retrieval is to develop algorithms that construct ranking models by directly optimizing evaluation measures ...
127
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DATAMINE
2006
15 years 2 months ago
2006
Efficiently detecting outliers or anomalies is an important problem in many areas of science, medicine and information technology. Applications range from data cleaning to clinica...
119
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BMCBI
2004
15 years 1 months ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
127
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JIDM
2010
15 years 12 days ago
2010
One of the most important challenges for the researchers in the 21st Century is related to global heating and climate change that can have as consequence the intensification of na...