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KDD
2005
ACM
117views Data Mining» more  KDD 2005»
15 years 10 months ago
Rule extraction from linear support vector machines
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
Glenn Fung, Sathyakama Sandilya, R. Bharat Rao
IJCNN
2006
IEEE
15 years 4 months ago
Extraction of Components with Structured Variance
Abstract— We present a method for exploratory data analysis of large spatiotemporal data sets such as global longtime climate measurements, extending our previous work on semibli...
Alexander Ilin, Harri Valpola, Erkki Oja
MTV
2005
IEEE
128views Hardware» more  MTV 2005»
15 years 3 months ago
Automated Extraction of Structural Information from SystemC-based IP for Validation
The increasing complexity and size of system level design models introduces a difficult challenge for validating them. Hence, in most industries, design validation takes a large p...
David Berner, Hiren D. Patel, Deepak Mathaikutty, ...
DNIS
2005
Springer
102views Database» more  DNIS 2005»
15 years 3 months ago
An Improved Approach to Extract Document Summaries Based on Popularity
With the rapid growth of the Internet, most of the textual data in the form of newspapers, magazines and journals tend to be available on-line. Summarizing these texts can aid the...
P. Arun Kumar, K. Praveen Kumar, T. Someswara Rao,...
ISMIR
2005
Springer
135views Music» more  ISMIR 2005»
15 years 3 months ago
Automatic X Traditional Descriptor Extraction: the Case of Chord Recognition
Audio descriptor extraction is the activity of finding mathematical models which describe properties of the sound, requiring signal processing skills. The scientific literature pr...
Giordano Ribeiro de Eulalio Cabral, Françoi...