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» The Future of Knowledge Representation
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JSS
2006
128views more  JSS 2006»
13 years 9 months ago
Automatic generation of document semantics for the e-science Knowledge Grid
This paper proposes an approach to automatically generate semantics for scientific e-documents, and presents its applications in e-document understanding, question answering and q...
Hai Zhuge, Xiangfeng Luo
GECCO
2009
Springer
14 years 1 months ago
The sensitivity of HyperNEAT to different geometric representations of a problem
HyperNEAT, a generative encoding for evolving artificial neural networks (ANNs), has the unique and powerful ability to exploit the geometry of a problem (e.g., symmetries) by enc...
Jeff Clune, Charles Ofria, Robert T. Pennock
COSIT
1993
Springer
206views GIS» more  COSIT 1993»
14 years 1 months ago
Cognitive Maps, Cognitive Collages, and Spatial Mental Models
Although cognitive map is a popular metaphor for people's mental representations of environments, as it is typically conceived, it is often too restrictive. Two other metaphor...
Barbara Tversky
ICALP
2009
Springer
14 years 9 months ago
Universal Succinct Representations of Trees?
Abstract. We consider the succinct representation of ordinal and cardinal trees on the RAM with logarithmic word size. Given a tree T, our representations support the following ope...
Arash Farzan, Rajeev Raman, S. Srinivasa Rao
NN
2008
Springer
152views Neural Networks» more  NN 2008»
13 years 9 months ago
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C...