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Benefit maximizing classification using feature intervals
(Bilkent University, 2002)
For a long time, classification algorithms have focused on minimizing the quantity of prediction errors by assuming that each possible error has identical consequences. However, in many real-world situations, this ...
Understanding human motion : recognition and retrieval of human activities
(Bilkent University, 2008)
Within the ever-growing video archives is a vast amount of interesting information regarding human action/activities. In this thesis, we approach the problem of extracting this information and understanding human motion ...