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» Measuring empirical computational complexity
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AINA
2009
IEEE
15 years 11 months ago
Understanding Behavioural Tradeoffs in Large-Scale Sensornet Design
When designing a complex system such as a sensornet it is not always practical to build and deploy a realistically sized prototype. At the same time many of the interesting behavi...
Jonathan Tate, Iain Bate
ACSC
2006
IEEE
15 years 10 months ago
Trust network analysis with subjective logic
Trust networks consist of transitive trust relationships between people, organisations and software agents connected through a medium for communication and interaction. By formali...
Audun Jøsang, Ross Hayward, Simon Pope
122
Voted
ICML
2006
IEEE
16 years 5 months ago
Efficient inference on sequence segmentation models
Sequence segmentation is a flexible and highly accurate mechanism for modeling several applications. Inference on segmentation models involves dynamic programming computations tha...
Sunita Sarawagi
ICML
2005
IEEE
16 years 5 months ago
Learning as search optimization: approximate large margin methods for structured prediction
Mappings to structured output spaces (strings, trees, partitions, etc.) are typically learned using extensions of classification algorithms to simple graphical structures (eg., li...
Daniel Marcu, Hal Daumé III
187
Voted
ICMLA
2009
16 years 1 months ago
Statistical Decision Making for Authentication and Intrusion Detection
User authentication and intrusion detection differ from standard classification problems in that while we have data generated from legitimate users, impostor or intrusion data is s...
Christos Dimitrakakis, Aikaterini Mitrokotsa