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GECCO
2005
Springer
196views Optimization» more  GECCO 2005»
16 years 20 days ago
Breeding swarms: a new approach to recurrent neural network training
This paper shows that a novel hybrid algorithm, Breeding Swarms, performs equal to, or better than, Genetic Algorithms and Particle Swarm Optimizers when training recurrent neural...
Matthew Settles, Paul Nathan, Terence Soule
HT
2004
ACM
16 years 20 days ago
Head-tail display: a lightweight approach to query-dependent document display
The value of showing important, yet separated, parts of a document simultaneously motivates head-tail display. 35% of Web documents tested benefit. A head-tail display provides a ...
Daniel Berleant, Jinghao Miao, M. Arvold, J. Brown...
CIA
2004
Springer
16 years 19 days ago
A Probabilistic Approach to Predict Peers? Performance in P2P Networks
The problem of encouraging trustworthy behavior in P2P online communities by managing peers’ reputations has drawn a lot of attention recently. However, most of the proposed solu...
Zoran Despotovic, Karl Aberer
SBIA
2004
Springer
16 years 17 days ago
Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning
This work presents a new algorithm, called Heuristically Accelerated Q–Learning (HAQL), that allows the use of heuristics to speed up the well-known Reinforcement Learning algori...
Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna...
WEBI
2004
Springer
16 years 17 days ago
An Ontology-based Approach to Retrieve Digitized Art Images
Although much progress has been made, current lowlevel based visual information retrieval technology does not allow users to formulate queries through high-level semantics. More a...
Shuqiang Jiang, Tiejun Huang, Wen Gao