Pouya Foudeh

Universiti Teknologi Malaysia | UTM · Faculty of Computing (FC)

Efficiency and scalability are obstacles that have not yet received a viable response from the human activity recognition research community. This paper proposes an activity recognition method. The knowledge model is in the form of ontology, the state-of-the-art in knowledge representation and reasoning. The ontology starts with probabilistic infor...

This paper proposes a probabilistic, time efficient, data-driven method for human low and medium level activity recognition and indoor tracking. The obtained results can be applied to a probabilistic reasoner for high level activity recognition. The proposed method is tested on Opportunity, a dataset consisting of daily morning activities in a high...

This paper proposes a data-driven method for constructing materials to be used in a probabilistic knowledge base for human activity recognition. The utilized dataset, challenge subset of Opportunity, is a publicly available dataset. It consists of a set of daily activities, which has been manually labeled as modes of locomotion and gestures. We app...

Duplicate publication and plagiarism are two major problems in scholarly world and even they are called the cancer of academia. Plagiarism detection systems try to find similar publications of a specific article; yet, there is a little advance in holistic plagiarism detection systems. Text similarity services, without a human manual confirmation, a...

Human knowledge is limited therefore some information is incomplete or contradictory. When we develop an ontology, using an automatic ontology learning system or by human, with such information, the ontology would be inconsistent or we need to manage uncertain information. In non probabilistic approach, system discovers inconsistencies and then eli...

Medical diagnoses for clinical patients are recorded by a physician at the time of admission and discharge from hospital as well as death. Nowadays this information is documented in patient file not only in form of ordinary reports but also in ICD-10 codes to reach more accurate interpretation and use them in statistical surveys. ICD code assignmen...