Binary classification is a special case when there are just two possible values, for example predicting the sex of a person. The k-nearest neighbors (k-NN or kNN) classification technique can perform ...

The k-nearest neighbors (k-NN) algorithm is a technique for machine learning classification. The k-NN technique can be used for binary classification (predict where there are exactly two possible ...

Previous work uses Time-Parameterized kNN (TPkNN) queries to construct the safe region. In this paper, the authors present an efficient technique to construct safe regions by using much cheaper ...