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» An Experimental Study on Feature Subset Selection Methods
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ESANN
2008
15 years 6 months ago
GeoKernels: modeling of spatial data on geomanifolds
This paper presents a review of methodology for semi-supervised modeling with kernel methods, when the manifold assumption is guaranteed to be satisfied. It concerns environmental ...
Alexei Pozdnoukhov, Mikhail F. Kanevski
ICDM
2003
IEEE
154views Data Mining» more  ICDM 2003»
15 years 9 months ago
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classification algorithm that decouples the sub-structure discovery...
Mukund Deshpande, Michihiro Kuramochi, George Kary...
EDBT
2008
ACM
125views Database» more  EDBT 2008»
16 years 4 months ago
On the brink: searching for drops in sensor data
Sensor networks have been widely used to collect data about the environment. When analyzing data from these systems, people tend to ask exploratory questions--they want to find su...
Gong Chen, Junghoo Cho, Mark H. Hansen
122
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ICCV
2007
IEEE
16 years 6 months ago
Extracting Spatiotemporal Interest Points using Global Information
Local spatiotemporal features or interest points provide compact but descriptive representations for efficient video analysis and motion recognition. Current local feature extract...
Shu-Fai Wong, Roberto Cipolla
ICIP
2001
IEEE
16 years 6 months ago
Segmentation-based spatially adaptive motion blur removal and its application to surveillance systems
Various image restoration methods have been studied for removing space-variant motion blur such as iterative and POCS method. However, their computational complexity of the method...
SangKyu Kang, Jihong Min, Joon Ki Paik