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Improve Human Performance of Perceptual-motor Tasks in Human-computer Interaction through Integration of Cognitive Modeling and Data Mining Techniques
This dissertation is intended to provide a comprehensive research framework that investigates perceptual-motor tasks in human-computer interaction and improves human performance by integrating user experimentation, ...
Classification of Driver Daydreaming Using Data Mining Techniques
Driver distraction is one of the leading causes of car accidents. Daydreaming, as a common form of cognitive distraction, is difficult to detect and often overlooked. This research studies the application of data mining ...
Network analysis by topological properties and computational modeling (Identifying critical locations and dynamic behaviors in biological and epidemiological networks)
Network structures were emerged broadly and frequently in real world systems ranging from the Internet, community networks to gene regulation and scientific collaborations. Several topological metrics were introduced to ...