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» A Problem Space Approach to Expert System Specification
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128
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IJCAI
2003
15 years 5 months ago
Optimal Time-Space Tradeoff in Probabilistic Inference
Recursive Conditioning, RC, is an any-space algorithm lor exact inference in Bayesian networks, which can trade space for time in increments of the size of a floating point number...
David Allen, Adnan Darwiche
132
Voted
ICML
2000
IEEE
16 years 4 months ago
Meta-Learning by Landmarking Various Learning Algorithms
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...
Bernhard Pfahringer, Hilan Bensusan, Christophe G....
CVPR
2010
IEEE
15 years 12 months ago
Improving State-of-the-Art OCR through High-Precision Document-Specific Modeling
Optical character recognition (OCR) remains a difficult problem for noisy documents or documents not scanned at high resolution. Many current approaches rely on stored font models...
Andrew Kae, Gary Huang, Erik Learned-miller, Carl ...
160
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SENSYS
2009
ACM
15 years 10 months ago
Evaluating a BASIC approach to sensor network node programming
Sensor networks have the potential to empower domain experts from a wide range of fields. However, presently they are notoriously difficult for these domain experts to program, ...
J. Scott Miller, Peter A. Dinda, Robert P. Dick
INFOCOM
2006
IEEE
15 years 9 months ago
Network Protocol System Fingerprinting - A Formal Approach
— Network protocol system fingerprinting has been recognized as an important issue and a major threat to network security. Prevalent works rely largely on human experiences and i...
Guoqiang Shu, David Lee