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» Evaluating Usefulness for Dynamic Classification
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125
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GCC
2006
Springer
15 years 7 months ago
Design of Computational Grid-based Intelligence ART1 Classification System for Bioinformatics Applications
Computational Grid technology has been noticed as an issue to solve large-scale bioinformatics-related problems and improves data accuracy and processing speed on multiple computa...
Kyu Cheol Cho, Yong Beom Ma, Jong Sik Lee
129
Voted
TIP
2008
175views more  TIP 2008»
15 years 3 months ago
Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification
Previous research applying kernel methods such as support vector machines (SVMs) to hyperspectral image classification has achieved performance competitive with the best available ...
Baofeng Guo, Steve R. Gunn, Robert I. Damper, Jame...
125
Voted
SC
2004
ACM
15 years 9 months ago
Performance Evaluation of Task Pools Based on Hardware Synchronization
A task-based execution provides a universal approach to dynamic load balancing for irregular applications. Tasks are arbitrary units of work that are created dynamically at runtim...
Ralf Hoffmann, Matthias Korch, Thomas Rauber
KDD
2002
ACM
126views Data Mining» more  KDD 2002»
16 years 4 months ago
Integrating feature and instance selection for text classification
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
Dimitris Fragoudis, Dimitris Meretakis, Spiros Lik...
SSD
1999
Springer
197views Database» more  SSD 1999»
15 years 8 months ago
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
Classification is one of the basic tasks of data mining in modern database applications including molecular biology, astronomy, mechanical engineering, medical imaging or meteorolo...
Mihael Ankerst, Gabi Kastenmüller, Hans-Peter...