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» Integrating Machine Learning in Parallel Heuristic Search
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ASAP
2006
IEEE
114views Hardware» more  ASAP 2006»
15 years 1 months ago
The Mythical CCM: In Search of Usable (and Resuable) FPGA-Based General Computing Machines
Early FPGA researchers understood that FPGAs made possible the creation of a new, flexible, and powerful class of machine -- the configurable computing machine (CCM). The earliest...
Brent E. Nelson
CIKM
2010
Springer
14 years 8 months ago
Clickthrough-based translation models for web search: from word models to phrase models
Web search is challenging partly due to the fact that search queries and Web documents use different language styles and vocabularies. This paper provides a quantitative analysis ...
Jianfeng Gao, Xiaodong He, Jian-Yun Nie
PPSN
2000
Springer
15 years 1 months ago
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics
Domain knowledge is essential for successful problem solving and optimization. This paper introduces a framework in which a form of automatic domain knowledge extraction can be im...
Márk Jelasity
JAIR
2011
134views more  JAIR 2011»
14 years 4 months ago
Scaling up Heuristic Planning with Relational Decision Trees
Current evaluation functions for heuristic planning are expensive to compute. In numerous planning problems these functions provide good guidance to the solution, so they are wort...
Tomás de la Rosa, Sergio Jiménez, Ra...
ECTEL
2007
Springer
15 years 3 months ago
Improving the Search for Learning Objects with Keywords and Ontologies
We report on an ongoing project which aims at improving the eectiveness of retrieval and accessibility of learning object within learning management systems and learning object re...
Lothar Lemnitzer, Cristina Vertan, Alex Killing, K...