2683 search results - page 176 / 537 » Machine learning problems from optimization perspective |
140
Voted
TCOM
2010
15 years 1 months ago
2010
Abstract—This paper studies a constrained optical signal-tonoise ratio (OSNR) optimization problem in optical networks from the perspective of system performance. A system optimi...
129
Voted
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
Machine learning research has been very successful at producing powerful, broadlyapplicable classification learners. However, many practical learning problems do not fit the class...
146
Voted
ICDM
2010
IEEE
15 years 23 days ago
2010
IEEE
Financial forecasting is the basis for budgeting activities and estimating future financing needs. Applying machine learning and data mining models to financial forecasting is both...
138
Voted
SYNASC
2006
IEEE
15 years 8 months ago
2006
IEEE
Evolutionary support vector machines (ESVMs) are a novel technique that assimilates the learning engine of the state-of-the-art support vector machines (SVMs) but evolves the coef...
128
Voted
EVOW
2009
Springer
15 years 9 months ago
2009
Springer
The Learnable Evolution Model (LEM) involves alternating periods of optimization and learning, performa extremely well on a range of problems, a specialises in achieveing good resu...