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Fall 2021
Weather-related power outages in the distribution grid have a significant impact on the grid reliability - they impose a high cost on power utilities and considerable inconvenience to customers. Improvements in monitoring and data collection practices, as well as advanced data processing methods,...
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Spring 2024
We introduce the background of the natural language processing field, outlining the benefits and drawbacks of rule-based versus statistical methods. We present knowledge graphs as a way to integrate the explainability of rule-based methods and the power of statistical methods, large language...
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Fall 2016
Social Networks become an important part of people's lives. A large number of individuals contribute to their contents. All aspects of everyday life -- from work to politics, and further from entertainment to personal events -- are reflected in posts generated on a daily basis. Those posts are...