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ICDM
2008
IEEE
102views Data Mining» more  ICDM 2008»
16 years 1 months ago
A Non-parametric Semi-supervised Discretization Method
Semi-supervised classification methods aim to exploit labelled and unlabelled examples to train a predictive model. Most of these approaches make assumptions on the distribution ...
Alexis Bondu, Marc Boullé, Vincent Lemaire,...
ICIP
2009
IEEE
15 years 4 months ago
Task-oriented camera assignment in a video network
Camera assignment and hand-off are some of the key image processing problems in a video network. In this paper, we propose a new approach for camera assignment and handoff in a vi...
Yiming Li, Bir Bhanu
ICASSP
2011
IEEE
14 years 10 months ago
Decision tree-based context clustering based on cross validation and hierarchical priors
The standard, ad-hoc stopping criteria used in decision tree-based context clustering are known to be sub-optimal and require parameters to be tuned. This paper proposes a new app...
Heiga Zen, Mark J. F. Gales
ICNC
2005
Springer
16 years 17 days ago
Credit Rating Analysis with AFS Fuzzy Logic
In this paper, we propose a new machine learning approach based on AFS (Axiomatic Fuzzy Sets) fuzzy logic, in attempt to provide a better model with interpretability. First, we wil...
Xiaodong Liu, Wanquan Liu
ICRA
2003
IEEE
171views Robotics» more  ICRA 2003»
16 years 10 days ago
Motion planning for multiple mobile robots using dynamic networks
- A new motion planning framework is presented that enables multiple mobile robots with limited ranges of sensing and communication to maneuver and achieve goals safely in dynamic ...
Christopher M. Clark, Stephen M. Rock, Jean-Claude...