Thesiss

A language model (LM) is a probability distribution over all possible word sequences. It is a vital component of many natural language processing tasks, such as automatic speech recognition, statistical machine translation, information retrieval and so on. The art of language mo…

In this thesis, we focused on designing wearable human activity recognition (WHAR) systems. As the first step, we conducted a thorough research over the publications during the recent ten years in this area. Then, we proposed an all-purpose architecture for designing the softwar…

Wrapper feature selection approaches are widely used to select a small subset of relevant features from a dataset. However, Wrappers suffer from the fact that they only use a single classifier when selecting the features. The problem of using a single classifier is that each cla…