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Full-Text Articles in Systems Architecture
Interactive Feature Selection And Visualization For Large Observational Data, Jingyuan Wang
Interactive Feature Selection And Visualization For Large Observational Data, Jingyuan Wang
Doctoral Dissertations
Data can create enormous values in both scientific and industrial fields, especially for access to new knowledge and inspiration of innovation. As the massive increases in computing power, data storage capacity, as well as capability of data generation and collection, the scientific research communities are confronting with a transformation of exploiting the advanced uses of the large-scale, complex, and high-resolution data sets in situation awareness and decision-making projects. To comprehensively analyze the big data problems requires the analyses aiming at various aspects which involves of effective selections of static and time-varying feature patterns that fulfills the interests of domain users. …
Designing Efficient And Accurate Behavior-Aware Mobile Systems, Abhinav Parate
Designing Efficient And Accurate Behavior-Aware Mobile Systems, Abhinav Parate
Doctoral Dissertations
The proliferation of sensors on smartphones, tablets and wearables has led to a plethora of behavior classification algorithms designed to sense various aspects of individual user's behavior such as daily habits, activity, physiology, mobility, sleep, emotional and social contexts. This ability to sense and understand behaviors of mobile users will drive the next generation of mobile applications providing services based on the users' behavioral patterns. In this thesis, we investigate ways in which we can enhance and utilize the understanding of user behaviors in such applications. In particular, we focus on identifying the key challenges in the following three aspects …