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ICANN
2005
Springer
16 years 4 days ago
Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks
Abstract. The paper presents a new version of a GMDH type algorithm able to perform an automatic model structure synthesis, robust model parameter estimation and model validation i...
Tatyana I. Aksenova, Vladimir Volkovich, Alessandr...
ICCS
2005
Springer
16 years 4 days ago
Publish/Subscribe Systems on Node and Link Error Prone Mobile Environments
Abstract. Publish/subscribe model is appropriate in many push based data dissemination applications such as data dissemination services, information sharing, service discovery, etc...
Sangyoon Oh, Sangmi Lee Pallickara, Sung Hoon Ko, ...
ICES
2005
Springer
138views Hardware» more  ICES 2005»
16 years 3 days ago
A Flexible On-Chip Evolution System Implemented on a Xilinx Virtex-II Pro Device
Abstract. There have been introduced a number of systems with evolvable hardware on a single chip. To overcome the lack of flexibility in these systems, we propose a single-chip e...
Kyrre Glette, Jim Torresen
ICNC
2005
Springer
16 years 3 days ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
IDA
2005
Springer
16 years 3 days ago
Combining Bayesian Networks with Higher-Order Data Representations
Abstract. This paper introduces Higher-Order Bayesian Networks, a probabilistic reasoning formalism which combines the efficient reasoning mechanisms of Bayesian Networks with the...
Elias Gyftodimos, Peter A. Flach