4085 search results - page 203 / 817 » Benchmarking Data Mining Algorithms |
105
click to vote
PKDD
2009
Springer
15 years 10 months ago
2009
Springer
Structured prediction has become very important in recent years. A simple but notable class of structured prediction is one for sequences, so-called sequential labeling. For sequen...
139
click to vote
DASFAA
2006
IEEE
15 years 9 months ago
2006
IEEE
Abstract. As mobile devices proliferate and networks become more locationaware, the corresponding growth in spatio-temporal data will demand analysis techniques to mine patterns th...
108
Voted
SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
170
Voted
CORR
2011
Springer
14 years 10 months ago
2011
Springer
Scaling up the sparse matrix-vector multiplication kernel on modern Graphics Processing Units (GPU) has been at the heart of numerous studies in both academia and industry. In thi...
123
Voted
ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
The Support Vector Machine (SVM) solution corresponds to the centre of the largest sphere inscribed in version space. Alternative approaches like Bayesian Point Machines (BPM) and...