2683 search results - page 87 / 537 » Machine learning problems from optimization perspective |
110
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
106
Voted
CCE
2010
14 years 11 months ago
2010
This paper presents a systems analysis perspective that extends the traditional process design framework to green process design, green energy and industrial ecology leading to su...
106
Voted
CIS
2005
Springer
15 years 7 months ago
2005
Springer
Independent component analysis (ICA) has been applied in many fields of signal processing and many ICA learning algorithms have been proposed from different perspectives. However...
112
Voted
ALT
2001
Springer
15 years 11 months ago
2001
Springer
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...
130
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In many prediction tasks, selecting relevant features is essential for achieving good generalization performance. Most feature selection algorithms consider all features to be a p...