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» Transfer Learning by Reusing Structured Knowledge
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TAL
2004
Springer
14 years 3 months ago
Automatic Acquisition of Transfer Rules from Translation Examples
In our research, we have developed a transfer-based machine translation architecture for the translation from Japanese into German. One main feature of the system is the fully auto...
Werner Winiwarter
ISF
2007
104views more  ISF 2007»
13 years 9 months ago
Overcoming organizational challenges to secure knowledge management
—Successful secure knowledge management requires consideration of both technical and organizational concerns. We use the example of existing industrial incident management system...
Finn Olav Sveen, Eliot Rich, Matthew Jager
ICMLA
2003
13 years 11 months ago
The Consolidation of Neural Network Task Knowledge
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
Daniel L. Silver, Peter McCracken
AAAI
2008
14 years 4 days ago
Achieving Far Transfer in an Integrated Cognitive Architecture
Transfer is the ability to employ knowledge acquired in one task to improve performance in another. We study transfer in the context of the ICARUS cognitive architecture, which su...
Dan Shapiro, Tolga Könik, Paul O'Rorke
PREMI
2005
Springer
14 years 3 months ago
Eliciting Domain Knowledge in Handwritten Digit Recognition
Pattern recognition methods for complex structured objects such as handwritten characters often have to deal with vast search spaces. Developed techniques, despite significant adv...
Tuan Trung Nguyen