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ICANNGA
2009
Springer
203views Algorithms» more  ICANNGA 2009»
15 years 4 months ago
NEAT in HyperNEAT Substituted with Genetic Programming
In this paper we present application of genetic programming (GP) [1] to evolution of indirect encoding of neural network weights. We compare usage of original HyperNEAT algorithm w...
Zdenek Buk, Jan Koutník, Miroslav Snorek
PKDD
2009
Springer
102views Data Mining» more  PKDD 2009»
15 years 4 months ago
Relevance Grounding for Planning in Relational Domains
Probabilistic relational models are an efficient way to learn and represent the dynamics in realistic environments consisting of many objects. Autonomous intelligent agents that gr...
Tobias Lang, Marc Toussaint
CANDC
2009
ACM
15 years 4 months ago
Nature of creative analogies in biologically inspired innovative design
Analogy is a fundamental process of creativity. Biologically inspired design by definition entails crossdomain analogies, and in practice has led to many innovative designs. Thus,...
Swaroop Vattam, Michael E. Helms, Ashok K. Goel
SOUPS
2009
ACM
15 years 4 months ago
Conditioned-safe ceremonies and a user study of an application to web authentication
We introduce the notion of a conditioned-safe ceremony. A “ceremony” is similar to the conventional notion of a protocol, except that a ceremony explicitly includes human part...
Chris Karlof, J. D. Tygar, David Wagner
FGR
2008
IEEE
288views Biometrics» more  FGR 2008»
15 years 4 months ago
Face recognition with temporal invariance: A 3D aging model
The variation caused by aging has not received adequate attention compared with pose, lighting, and expression variations. Aging is a complex process that affects both the 3D shap...
Unsang Park, Yiying Tong, Anil K. Jain