2391 search results - page 12 / 479 » A Portfolio Approach to Algorithm Selection |
146
Voted
JCP
2007
15 years 2 months ago
2007
Abstract— We describe a general method to transform a non-Markovian sequential decision problem into a supervised learning problem using a K-bestpaths algorithm. We consider an a...
91
Voted
JCSS
2007
15 years 2 months ago
2007
The financial services industry today produces and consumes huge amounts of data and the processes involved in analysing these data are equally huge especially in terms of their c...
115
Voted
IFSA
2007
Springer
15 years 9 months ago
2007
Springer
The use of unsupervised fuzzy learning methods produces a large number of alternative classifications. This paper presents and analyzes a series of criteria to select the most sui...
150
Voted
ANOR
2007
15 years 2 months ago
2007
The quality of multi-stage stochastic optimization models as they appear in asset liability management, energy planning, transportation, supply chain management, and other applicat...
143
Voted
AAAI
2012
13 years 5 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...