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GAN-based tabular data generator for constructing synopsis in approximate query processing : challenges and solutions
Title
GAN-based tabular data generator for constructing synopsis in approximate query processing : challenges and solutions
Author
Fallahian, Mohammadali, Dorodchi, Mohsen, Kreth, Kyle
Date Created
2024
Subjects--Topical
Databases, Data mining
Description
In data-driven systems, data exploration is imperative for making real-time decisions. However, big data are stored in massive databases that are difficult to retrieve. Approximate Query Processing (AQP) is a technique for providing approximate an...
Heterogeneous crowd-sourced data analytics
Title
Heterogeneous crowd-sourced data analytics
Author
Thill, Jean-Claude
Date Created
2017
Subjects--Topical
Data mining, Statistics
Description
Advances in computing, communication, storage, and sensing technologies have reshaped the lives of people by changing the way they live, work, interact with their environments, and even socialize. Modern information systems collect valuable inform...
Teaching critical algorithmic evaluation : social media and the datafied self
Title
Teaching critical algorithmic evaluation : social media and the datafied self
Author
Grandinetti, Justin
Date Created
2024
Subjects--Topical
Media literacy, Social media, Data mining
Description
This presentation focuses on a pedagogical approach and subsequent assignment for critically evaluating the algorithms we interact with in everyday life. While the underlying data driven processes structuring social media are often referred to as ...