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NECO
2011
13 years 6 months ago
Least-Squares Independent Component Analysis
Accurately evaluating statistical independence among random variables is a key element of Independent Component Analysis (ICA). In this paper, we employ a squared-loss variant of ...
Taiji Suzuki, Masashi Sugiyama
NECO
2011
13 years 6 months ago
Broken Symmetries in a Location-Invariant Word Recognition Network
Thomas Hannagan, Frédéric Dandurand,...
NCA
2011
IEEE
13 years 6 months ago
The effect of weight fault on associative networks
In the past three decades, the properties of associative networks has been extensively investigated. However, most existing results focus on the fault-free networks only. In implem...
Andrew Chi-Sing Leung, Pui-Fai Sum, Kevin Ho
NCA
2011
IEEE
13 years 6 months ago
Privacy preserving Back-propagation neural network learning over arbitrarily partitioned data
—Neural Networks have been an active research area for decades. However, privacy bothers many when the training dataset for the neural networks is distributed between two parties...
Ankur Bansal, Tingting Chen, Sheng Zhong
CNSM
2010
13 years 6 months ago
Semantic scheduling of active measurements for meeting network monitoring objectives
Network control and management techniques (e.g., dynamic path switching, on-demand bandwidth provisioning) rely on active measurements of end-to-end network status. These measureme...
Prasad Calyam, Lakshmi Kumarasamy, Füsun &Oum...
CNSM
2010
13 years 6 months ago
Capacity planning and power management to exploit sustainable energy
This paper describes an approach for designing a power management plan that matches the supply of power with the demand for power in data centers. Power may come from the grid, fro...
Daniel Gmach, Jerry Rolia, Cullen Bash, Yuan Chen,...
CNSM
2010
13 years 8 months ago
Risk management in VoIP infrastructures using support vector machines
Telephony over IP is exposed to multiple security threats. Conventional protection mechanisms do not fit into the highly dynamic, open and large-scale settings of VoIP infrastructu...
Mohamed Nassar, Oussema Dabbebi, Remi Badonnel, Ol...
ANNALS
2010
74views more  ANNALS 2010»
13 years 8 months ago
Reviews
AINA
2010
IEEE
13 years 8 months ago
Neural Network Trainer through Computer Networks
- This paper introduces a neural network training tool through computer networks. The following algorithms, such as neuron by neuron (NBN) [1][2], error back propagation (EBP), Lev...
Nam Pham, Hao Yu, Bogdan M. Wilamowski