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» On the monotonization of the training set
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WWW
2001
ACM
16 years 7 months ago
Empowering VET Teachers to Use IT for Teaching
This poster describes a framework for preparing vocational teachers for using IT for teaching and learning in the Vocational Training Council of Hong Kong. Three levels of IT comp...
Alfred Koo
ICDM
2006
IEEE
108views Data Mining» more  ICDM 2006»
16 years 12 days ago
Minimum Enclosing Spheres Formulations for Support Vector Ordinal Regression
We present two new support vector approaches for ordinal regression. These approaches find the concentric spheres with minimum volume that contain most of the training samples. B...
Shirish Krishnaj Shevade, Wei Chu
ICANN
2001
Springer
15 years 11 months ago
Scalable Kernel Systems
Kernel-based systems are currently very popular approaches to supervised learning. Unfortunately, the computational load for training kernel-based systems increases drastically wit...
Volker Tresp, Anton Schwaighofer
NIPS
2003
15 years 7 months ago
Learning a Distance Metric from Relative Comparisons
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
Matthew Schultz, Thorsten Joachims
COLING
2002
15 years 6 months ago
Combining Unsupervised and Supervised Methods for PP Attachment Disambiguation
Statistical methods for PP attachment fall into two classes according to the training material used: first, unsupervised methods trained on raw text corpora and second, supervised...
Martin Volk