Some machine learning applications are intended to learn properties of data sets where the correct answers are not already known to human users. It is challenging to test such ML ...
Abstract. Synthetic data plays an important role in software testing. In this paper, we initiate the study of synthetic data generation models for the purpose of application softwa...
Web-based applications are one of the most widely used types of software, and have become the backbone of many e-commerce and communications businesses. These applications are ofte...
Kinga Dobolyi, Elizabeth Soechting, Westley Weimer
Many software applications have a component based on database management systems in which information is generally handled through SQL queries embedded in the application code. Wh...
In a recent paper [8], it was shown how tests for database application systems can be executed efficiently. The challenge was to control the state of the database during testing ...