Sciweavers

1888 search results - page 68 / 378
» Information Distance
Sort
View
PAKDD
2009
ACM
186views Data Mining» more  PAKDD 2009»
14 years 3 months ago
Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces
Abstract. Clustering high dimensional data with sparse features is challenging because pairwise distances between data items are not informative in high dimensional space. To addre...
Su Yan, Hai Wang, Dongwon Lee, C. Lee Giles
ICPR
2004
IEEE
14 years 10 months ago
Evaluation of Tracking Reliability Metrics based on Information Theory and Normalized Correlation
The efficiency of three tracking reliability metrics based on information theory and normalized correlation is examined in this paper. The two information theory tools used for th...
Evangelos Loutas, Nikos Nikolaidis, Ioannis Pitas
ICC
2007
IEEE
147views Communications» more  ICC 2007»
14 years 3 months ago
Detecting Flooding-Based DDoS Attacks
—A Distributed Denial of Service (DDoS) attack is widely regarded as a major threat for the current Internet because of its ability to create a huge volume of unwanted traffic. ...
Yonghua You, Mohammad Zulkernine, Anwar Haque
CIARP
2006
Springer
14 years 16 days ago
Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering
Feature selection and dimensionality reduction are crucial research fields in pattern recognition. This work presents the application of a novel technique on dimensionality reducti...
Adolfo Martínez Usó, Filiberto Pla, ...
DKE
2010
167views more  DKE 2010»
13 years 6 months ago
Discovering private trajectories using background information
Trajectories are spatio-temporal traces of moving objects which contain valuable information to be harvested by spatio-temporal data mining techniques. Applications like city traf...
Emre Kaplan, Thomas Brochmann Pedersen, Erkay Sava...