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AMAI
2004
Springer
14 years 2 months ago
Biased Minimax Probability Machine for Medical Diagnosis
The Minimax Probability Machine (MPM) constructs a classifier, which provides a worst-case bound on the probability of misclassification of future data points based on reliable ...
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. ...
PAKDD
2004
ACM
127views Data Mining» more  PAKDD 2004»
14 years 2 months ago
Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance
In many cases, normal uses of a system form patterns that will repeat. The most common patterns can be collected into a prediction model which will essentially predict that usage p...
Benjamin Rutt, Srinivasan Parthasarathy
AUIC
2004
IEEE
14 years 1 months ago
Dogs or Robots - Why do Children See Them as Robotic Pets Rather Than Canine Machines?
In the not too distant future Intelligent Creatures (robots, smart devices, smart vehicles, smart buildings, etc) will share the everyday living environment of human beings. It is...
Brendan Bartlett, Vladimir Estivill-Castro, Stuart...
ECAI
2006
Springer
14 years 1 months ago
Strategic Foresighted Learning in Competitive Multi-Agent Games
We describe a generalized Q-learning type algorithm for reinforcement learning in competitive multi-agent games. We make the observation that in a competitive setting with adaptive...
Pieter Jan't Hoen, Sander M. Bohte, Han La Poutr&e...
AAAI
2007
13 years 11 months ago
The Impact of Time on the Accuracy of Sentiment Classifiers Created from a Web Log Corpus
We investigate the impact of time on the predictability of sentiment classification research for models created from web logs. We show that sentiment classifiers are time dependen...
Kathleen T. Durant, Michael D. Smith