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PR
2008
169views more  PR 2008»
13 years 9 months ago
A survey of kernel and spectral methods for clustering
Clustering algorithms are a useful tool to explore data structures and have been employed in many disciplines. The focus of this paper is the partitioning clustering problem with ...
Maurizio Filippone, Francesco Camastra, Francesco ...
IJIPT
2007
116views more  IJIPT 2007»
13 years 9 months ago
Context as autonomic intelligence in a ubiquitous computing environment
: This paper presents the ANS architecture that uses ubiquitous computing to monitor medical patients in the home. Since there is no notion of the patient carrying out maintenance ...
Markus C. Huebscher, Julie A. McCann, Asher Hoskin...
TIP
2008
85views more  TIP 2008»
13 years 9 months ago
Resource Allocation for Error Resilient Video Coding Over AWGN Using Optimization Approach
The number of slices for error resilient video coding is jointly optimized with 802.11a-like media access control and the physical layers with automatic repeat request and rate com...
Cheolhong An, Truong Q. Nguyen
TNN
2008
88views more  TNN 2008»
13 years 9 months ago
A New Approach to Knowledge-Based Design of Recurrent Neural Networks
Abstract-- A major drawback of artificial neural networks (ANNs) is their black-box character. This is especially true for recurrent neural networks (RNNs) because of their intrica...
Eyal Kolman, Michael Margaliot
JCP
2007
100views more  JCP 2007»
13 years 9 months ago
Extraction of Unique Independent Components for Nonlinear Mixture of Sources
—In this paper, a neural network solution to extract independent components from nonlinearly mixed signals is proposed. Firstly, a structurally constrained mixing model is introd...
Pei Gao, Li Chin Khor, Wai Lok Woo, Satnam Singh D...