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» Some Results on the Modelling of Spatial Data
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ICML
2007
IEEE
14 years 9 months ago
Nonlinear independent component analysis with minimal nonlinear distortion
Nonlinear ICA may not result in nonlinear blind source separation, since solutions to nonlinear ICA are highly non-unique. In practice, the nonlinearity in the data generation pro...
Kun Zhang, Laiwan Chan
HAIS
2009
Springer
14 years 1 months ago
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty
Developing models and methods to manage data vagueness is a current effervescent research field. Some work has been done with supervised problems but unsupervised problems and unce...
José Ramón Villar, María del ...
IDEAL
2000
Springer
14 years 17 days ago
Quantization of Continuous Input Variables for Binary Classification
Quantization of continuous variables is important in data analysis, especially for some model classes such as Bayesian networks and decision trees, which use discrete variables. Of...
Michal Skubacz, Jaakko Hollmén
IWCMC
2010
ACM
13 years 11 months ago
On the use of random neural networks for traffic matrix estimation in large-scale IP networks
Despite a large body of literature and methods devoted to the Traffic Matrix (TM) estimation problem, the inference of traffic flows volume from aggregated data still represents a ...
Pedro Casas, Sandrine Vaton
VTC
2010
IEEE
132views Communications» more  VTC 2010»
13 years 6 months ago
Throughput Analysis of General Network Coding Nodes Based on SW-ARQ Transmission
The steady-state throughput of general network coding node is investigated, when data is transmitted in packets based on the stopand-wait automatic repeat request (SW-ARQ) error-co...
Yang Qin, Lie-Liang Yang