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» Comparing Networks from a Data Analysis Perspective
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152
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SDM
2009
SIAM
192views Data Mining» more  SDM 2009»
16 years 1 months ago
Mining Cohesive Patterns from Graphs with Feature Vectors.
The increasing availability of network data is creating a great potential for knowledge discovery from graph data. In many applications, feature vectors are given in addition to g...
Arash Rafiey, Flavia Moser, Martin Ester, Recep Co...
COMCOM
2007
84views more  COMCOM 2007»
15 years 4 months ago
A user-focused evaluation of web prefetching algorithms
Web prefetching mechanisms have been proposed to benefit web users by hiding the download latencies. Nevertheless, to the knowledge of the authors, there is no attempt to compare...
Josep Domènech, Ana Pont, Julio Sahuquillo,...
SENSYS
2005
ACM
15 years 9 months ago
A dynamic en-route scheme for filtering false data injection in wireless sensor networks
— In this paper, we propose a dynamic en-route filtering scheme for false data injection attacks in wireless sensor networks. In sensor networks, adversaries can inject false da...
Zhen Yu, Yong Guan
135
Voted
IWANN
2009
Springer
15 years 10 months ago
Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints
This work proposes the use of maximal variation analysis for feature selection within least squares support vector machines for survival analysis. Instead of selecting a subset of ...
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. ...
ICANN
2007
Springer
15 years 7 months ago
Fuzzy Classifiers Based on Kernel Discriminant Analysis
In this paper, we discuss fuzzy classifiers based on Kernel Discriminant Analysis (KDA) for two-class problems. In our method, first we employ KDA to the given training data and ca...
Ryota Hosokawa, Shigeo Abe