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SDM
2008
SIAM
165views Data Mining» more  SDM 2008»
15 years 4 months ago
On the Dangers of Cross-Validation. An Experimental Evaluation
Cross validation allows models to be tested using the full training set by means of repeated resampling; thus, maximizing the total number of points used for testing and potential...
R. Bharat Rao, Glenn Fung
CNIS
2006
15 years 4 months ago
An efficient hybrid algorithm for multidimensional packet classification
Multidimensional Packet Classification is one of the most critical functions for network security devices such as firewalls and intrusion detection systems. Due to the worst case ...
Yaxuan Qi, Jun Li
FEGC
2006
92views Biometrics» more  FEGC 2006»
15 years 4 months ago
Maintaining an Online Bibliographical Database: The Problem of Data Quality
CiteSeer and Google-Scholar are huge digital libraries which provide access to (computer-)science publications. Both collections are operated like specialized search engines, they ...
Michael Ley, Patrick Reuther
NIPS
2000
15 years 4 months ago
Text Classification using String Kernels
We propose a novel approach for categorizing text documents based on the use of a special kernel. The kernel is an inner product in the feature space generated by all subsequences...
Huma Lodhi, John Shawe-Taylor, Nello Cristianini, ...
WSC
1997
15 years 4 months ago
Efficient Instruction Cache Simulation and Execution Profiling with a Threaded-Code Interpreter
We present an extension to an existing SPARC V8 instruction set simulator, SimICS, to support accurate profiling of branches and instruction cache misses. SimICS had previously su...
Peter S. Magnusson