709 search results - page 51 / 142 » The changing science of machine learning |
NN
2002
Springer
13 years 8 months ago
2002
Springer
The ability to grow extra nodes is a potentially useful facility for a self-organising neural network. A network that can add nodes into its map space can approximate the input sp...
SIGCSE
2010
ACM
14 years 2 months ago
2010
ACM
This paper presents the findings of an exploratory, qualitative study revealing computing instructors’ experience in adopting curriculum innovations. We interviewed eight instru...
CVPR
2005
IEEE
14 years 11 months ago
2005
IEEE
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
SIGCSE
2005
ACM
14 years 2 months ago
2005
ACM
Operating system courses teach students much more when they provide hands-on kernel-level project experience with a real operating system. However, enabling a large class of stude...
JMLR
2010
13 years 3 months ago
2010
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...