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PPSN
2000
Springer
15 years 10 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
AAAI
2006
15 years 8 months ago
Cross-Domain Knowledge Transfer Using Structured Representations
Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...
Samarth Swarup, Sylvian R. Ray
AIFIPP
1992
15 years 7 months ago
Task-Structure Analysis for Knowledge Modeling
We have for several years been working on an approach to knowledge system building that argues for the existence of a close connection between the tasks which the knowledge system ...
B. Chandrasekaran, Todd R. Johnson, Jack W. Smith
WWW
2011
ACM
15 years 1 months ago
Scalable spatio-temporal knowledge harvesting
Knowledge harvesting enables the automated construction of large knowledge bases. In this work, we made a first attempt to harvest spatio-temporal knowledge from news archives to...
Yafang Wang, Bin Yang 0002, Spyros Zoupanos, Marc ...
ACL
2012
13 years 9 months ago
UWN: A Large Multilingual Lexical Knowledge Base
We present UWN, a large multilingual lexical knowledge base that describes the meanings and relationships of words in over 200 languages. This paper explains how link prediction, ...
Gerard de Melo, Gerhard Weikum