1080 search results - page 182 / 216 » Hedging predictions in machine learning |
81
Voted
ICIP
2007
IEEE
15 years 2 months ago
2007
IEEE
1 In this paper, we propose the use of data mining algorithms to create a macroblock partition mode decision algorithm for inter-frame prediction, to be used as part of a high-effi...
82
Voted
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...
91
Voted
ECAI
2006
Springer
15 years 6 days ago
2006
Springer
Abstract. In this paper, we show that the optimization of density forecasting models for regression in machine learning can be formulated as a multi-objective problem. We describe ...
71
Voted
IIS
2000
14 years 11 months ago
2000
Machine learning methods are frequently used to create rule-based classifiers. For continuous features linguistic variables used in conditions of the rules are defined by membershi...
89
Voted
JMLR
2006
14 years 10 months ago
2006
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...