2712 search results - page 363 / 543 » On learning algorithm selection for classification |
121
Voted
ICML
1999
IEEE
16 years 1 months ago
1999
IEEE
We present a learning algorithm for non-parametric hidden Markov models with continuous state and observation spaces. All necessary probability densities are approximated using sa...
109
Voted
COLT
2007
Springer
15 years 7 months ago
2007
Springer
Property testing deals with tasks where the goal is to distinguish between the case that an object (e.g., function or graph) has a prespecified property (e.g., the function is li...
114
Voted
GECCO
2010
Springer
15 years 4 months ago
2010
Springer
Shaping functions can be used in multi-task reinforcement learning (RL) to incorporate knowledge from previously experienced tasks to speed up learning on a new task. So far, rese...
100
Voted
CEEMAS
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. The student modeling (SM) is a core component in the development of Intelligent Learning Environments (ILEs). In this paper we describe how a Multi-agent Intelligent Lear...
123
Voted
IJSI
2008
15 years 1 months ago
2008
Many data mining applications have a large amount of data but labeling data is often difficult, expensive, or time consuming, as it requires human experts for annotation. Semi-supe...