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» Towards Autonomic Networks
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124
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JNSM
2010
74views more  JNSM 2010»
14 years 11 months ago
Towards Management of Future Networks and Services: A Report on IEEE/IFIP NOMS 2010
Lisandro Zambenedetti Granville, Deep Medhi, Yoshi...
NN
2006
Springer
15 years 4 months ago
Missing data imputation through GTM as a mixture of t-distributions
The Generative Topographic Mapping (GTM) was originally conceived as a probabilistic alternative to the well-known, neural networkinspired, Self-Organizing Maps. The GTM can also ...
Alfredo Vellido
MDM
2007
Springer
137views Communications» more  MDM 2007»
15 years 10 months ago
Infrastructure for Data Processing in Large-Scale Interconnected Sensor Networks
Abstract—With the price of wireless sensor technologies diminishing rapidly we can expect large numbers of autonomous sensor networks being deployed in the near future. These sen...
Karl Aberer, Manfred Hauswirth, Ali Salehi
128
Voted
NCA
2007
IEEE
15 years 4 months ago
Using evolution to improve neural network learning: pitfalls and solutions
: Autonomous neural network systems typically require fast learning and good generalization performance, and there is potentially a trade-off between the two. The use of evolutiona...
John A. Bullinaria
158
Voted
NN
1998
Springer
117views Neural Networks» more  NN 1998»
15 years 4 months ago
Neural learning of embodied interaction dynamics
This paper presents our approach towards realizing a robot which can bootstrap itself towards higher complexity through embodied interaction dynamics with the environment includin...
Yasuo Kuniyoshi, Luc Berthouze