2683 search results - page 159 / 537 » Machine learning problems from optimization perspective |
110
click to vote
ECML
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. In this paper we show a novel application of string kernels: that is to the problem of recognising famous pianists from their style of playing. The characterstics of perf...
130
Voted
IJRR
2008
15 years 2 months ago
2008
Automatically building maps from sensor data is a necessary and fundamental skill for mobile robots; as a result, considerable research attention has focused on the technical chall...
122
click to vote
GECCO
2005
Springer
15 years 8 months ago
2005
Springer
In this paper we focus on an important source of problem– difficulty in (online) dynamic optimization problems that has so far received significantly less attention than the tr...
147
Voted
NPL
1998
15 years 2 months ago
1998
Abstract. The resolution of combinatorial optimization problems can greatly benefit from the parallel and distributed processing which is characteristic of neural network paradigm...
99
Voted
DNA
2005
Springer
15 years 8 months ago
2005
Springer
We introduce a class of generalized DNF formulae called wDNF or weighted disjunctive normal form, and present a molecular algorithm that learns a wDNF formula from training example...