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» Testing Incremental Adaptation
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ICML
2000
IEEE
14 years 8 months ago
A Dynamic Adaptation of AD-trees for Efficient Machine Learning on Large Data Sets
This paper has no novel learning or statistics: it is concerned with making a wide class of preexisting statistics and learning algorithms computationally tractable when faced wit...
Paul Komarek, Andrew W. Moore
SIGMOD
2002
ACM
165views Database» more  SIGMOD 2002»
14 years 8 months ago
APEX: an adaptive path index for XML data
The emergence of the Web has increased interests in XML data. XML query languages such as XQuery and XPath use label paths to traverse the irregularly structured data. Without a s...
Chin-Wan Chung, Jun-Ki Min, Kyuseok Shim
HICSS
2005
IEEE
114views Biometrics» more  HICSS 2005»
14 years 1 months ago
Delta Changes for OO Software Adaptation: Pervasive or Invasive?
The ability for software products to adapt to future changes is essential. Whether the change, the delta, is prefixed to subclasses or postfixed to super classes, class hierarchie...
Atef Bader, Shangping Ren, Husein Armouti
AIME
2001
Springer
14 years 17 days ago
Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation
To cope with the difficulty of MRI brain scans automatic segmentation, we need to constrain and control the selection and the adjustment of processing tools depending on the local ...
Nathalie Richard, Michel Dojat, Catherine Garbay
AAAI
2008
13 years 10 months ago
Adapting ADtrees for High Arity Features
ADtrees, a data structure useful for caching sufficient statistics, have been successfully adapted to grow lazily when memory is limited and to update sequentially with an increme...
Robert Van Dam, Irene Langkilde-Geary, Dan Ventura