2326 search results - page 173 / 466 » Optimization on Support Vector Machines |
IJCNN
2007
IEEE
15 years 4 months ago
2007
IEEE
—The Support Vector Machine is a widely employed machine learning model due to its repeatedly demonstrated superior generalization performance. The Sequential Minimal Optimizatio...
DEXA
2010
Springer
14 years 11 months ago
2010
Springer
Mechanical properties are the attributes that measure the faculty of a metal to withstand several loads and tensions. Specifically, ultimate tensile strength is the force a materia...
100
click to vote
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
173
click to vote
SIGMOD
2007
ACM
15 years 10 months ago
2007
ACM
Managing uncertain data using probabilistic frameworks has attracted much interest lately in the database literature, and a central computational challenge is probabilistic infere...
KDD
1995
ACM
15 years 1 months ago
1995
ACM
We report a novel possibility for extracting a small subset of a data base which contains all the information necessary to solve a given classification task: using the Support Vec...