2326 search results - page 382 / 466 » Optimization on Support Vector Machines |
102
click to vote
MVA
2007
14 years 11 months ago
2007
Service robots need object recognition strategy that can work on various objects in complex backgrounds. Since no single method can work in every situation, we need to combine sev...
NIPS
2007
14 years 11 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
DMIN
2006
14 years 11 months ago
2006
- Research work related to applying text categorization methods to a monolingual corpus such as English text collections has been well established by several research teams in rece...
DMIN
2006
14 years 11 months ago
2006
- In this paper we propose a new methodology for Cost-Benefit analysis in a multiple time series prediction problem. The proposed model is evaluated in a real world application bas...
ACL
2003
14 years 11 months ago
2003
Kernel-based learning (e.g., Support Vector Machines) has been successfully applied to many hard problems in Natural Language Processing (NLP). In NLP, although feature combinatio...