Statement of Research Interests
نویسنده
چکیده
I am interested in the areas of Data Mining, Data Warehousing, and Database Systems applied to the exploration and analysis of large moving object data sets. Recent years have witnessed and enormous increase in moving object data from RFID records in supply chain operations, toll and road sensor readings from vehicles on road networks, or even cell phone usage from different geographic regions. In my research I have focused on two kinds of movement data, auto-id (objects that identify themselves, such as RFID) data that can be used to derive precise object trajectories, and anonymous aggregate data such as the one generated by many road sensors that does not distinguish particular objects. Effective management of such data is a major challenge facing society today, with important implications into business optimization, city planning, privacy, and national security. Towards the solution of this problem, I have developed techniques for warehousing, mining, and cleaning large moving object data sets. In the following sections, I will discuss the details of my current research work and conclude with future research plans.
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