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IFIP7
2001
Springer
137views Optimization» more  IFIP7 2001»
13 years 9 months ago
Data Mining via Support Vector Machines
Support vector machines (SVMs) have played a key role in broad classes of problems arising in various fields. Much more recently, SVMs have become the tool of choice for problems...
Olvi L. Mangasarian
DMIN
2009
132views Data Mining» more  DMIN 2009»
13 years 2 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
KDD
2000
ACM
137views Data Mining» more  KDD 2000»
13 years 8 months ago
Alpha seeding for support vector machines
Dennis DeCoste, Kiri Wagstaff