Interactive machine learning

@inproceedings{Fails2003InteractiveML,
  title={Interactive machine learning},
  author={Jerry Alan Fails and Dan R. Olsen},
  booktitle={IUI '03},
  year={2003}
}
Perceptual user interfaces (PUIs) are an important part of ubiquitous computing. Creating such interfaces is difficult because of the image and signal processing knowledge required for creating classifiers. We propose an interactive machine-learning (IML) model that allows users to train, classify/view and correct the classifications. The concept and implementation details of IML are discussed and contrasted with classical machine learning models. Evaluations of two algorithms are also… CONTINUE READING
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