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GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
16 years 9 days ago
RABNET: a real-valued antibody network for data clustering
This paper proposes a novel constructive learning algorithm for a competitive neural network. The proposed algorithm is developed by taking ideas from the immune system and demons...
Helder Knidel, Leandro Nunes de Castro, Fernando J...
DNA
2004
Springer
165views Bioinformatics» more  DNA 2004»
16 years 5 days ago
Computing by Observing Bio-systems: The Case of Sticker Systems
Abstract. A very common approach in chemistry and biology is to observe the progress of an experiment, and take the result of this observation as the final output. Inspired by thi...
Artiom Alhazov, Matteo Cavaliere
165
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ICIAR
2004
Springer
16 years 4 days ago
Improving the Boosted Correlogram
Abstract. Introduced seven years ago, the correlogram is a simple statistical image descriptor that nevertheless performs strongly on image retrieval tasks. As a result it has foun...
Nicholas R. Howe, Amanda Ricketson
SSPR
2004
Springer
16 years 4 days ago
An Optimal Probabilistic Graphical Model for Point Set Matching
We present a probabilistic graphical model for point set matching. By using a result about the redundancy of the pairwise distances in a point set, we represent the binary relation...
Tibério S. Caetano, Terry Caelli, Dante Aug...
ECAL
2001
Springer
15 years 11 months ago
Evolution of Reinforcement Learning in Uncertain Environments: Emergence of Risk-Aversion and Matching
Reinforcement learning (RL) is a fundamental process by which organisms learn to achieve a goal from interactions with the environment. Using Artificial Life techniques we derive ...
Yael Niv, Daphna Joel, Isaac Meilijson, Eytan Rupp...