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NN
2008
Springer
143views Neural Networks» more  NN 2008»
15 years 3 months ago
A batch ensemble approach to active learning with model selection
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
Masashi Sugiyama, Neil Rubens
AAAI
2007
15 years 6 months ago
Minimal Mental Models
Agents must form and update mental models about each other in a wide range of domains: team coordination, plan recognition, social simulation, user modeling, games of incomplete i...
David V. Pynadath, Stacy Marsella
142
Voted
CVPR
2003
IEEE
16 years 5 months ago
PAMPAS: Real-Valued Graphical Models for Computer Vision
Probabilistic models have been adopted for many computer vision applications, however inference in highdimensional spaces remains problematic. As the statespace of a model grows, ...
Michael Isard
149
Voted
SLE
2009
Springer
15 years 8 months ago
Multi-view Composition Language for Software Product Line Requirements
Composition of requirements models in Software Product Line (SPL) development enables stakeholders to derive the requirements of target software products and, very important, to re...
Mauricio Alférez, João Santos, Ana M...
ESAW
2008
Springer
15 years 5 months ago
ADELFE Design, AMAS-ML in Action
The complexity of engineers tasks leads us to provide means to bring the Adaptive Multi-Agent Systems (AMAS) design to a higher stage of automation and confidence thanks to Model D...
Sylvain Rougemaille, Jean-Paul Arcangeli, Marie Pi...