Dr. Alina Lazar, Professor within the Department laptop or computer Science and info Systems, and her student Zackary Harnett traveled towards the Lawrence Berkeley National Lab this summer.
They joined efforts while using the lab during the Scientific Data Management Group. Dr. Lazar and her student, Zack, were sponsored with the United states doe with the Visiting Faculty Program. They worked closely when using the Energy Technology Area on a scientific study titled “Sequence Cluster Analysis for Identifying Long-term Lifecycle Trajectory Patterns.”
This research project was performed to help read the relationship between life-cycle patterns and decisions or choices (just like the different amounts of investing in a home, possessing a car, or paying for new technology). Dr. Lazar and Harnett assisted the Lawrence Berkeley National Lab to point out the wide use of mobile devices and sensors which are connected to the internet. They collected research in data sets to model long-term user behavior of both test variables.
The research Dr. Lazar and Harnett assisted with observed sequence data representations, along with several methods made to test similarity algorithms. Approaches to test these algorithms range from classical ways of the whole called Optimal Matching. The strategies used may then display what it would choose to use overcome troubles present between life-cycle patterns and decisions. It may also use strategies to model real sequence data to name life-long behavior and create descriptive self-explanatory visualizations even arsenic intoxication disturbances and missing values.
Dr. Alina Lazar may be a Professor during the Department laptop Science and details Systems. She completed her PhD in Information technology in 2002 from Wayne State University. She centers on several areas like data analysis, algorithms, and knowledge mining.
