3 papers
cs.LG2026
The challenge of generating and evolving real-life like synthetic test data without accessing real-world raw data -- a Systematic Review
Maj-Annika Tammisto, Faiz Ali Shah, Daniel Rodriguez +1
Background: High-level system testing of applications that use data from e-Government services as input requires test data that is real-life-like but where the privacy of personal…
cs.CL2025
How Effectively Do LLMs Extract Feature-Sentiment Pairs from App Reviews?
Faiz Ali Shah, Ahmed Sabir, Rajesh Sharma +1
Automatic analysis of user reviews to understand user sentiments toward app functionality (i.e. app features) helps align development efforts with user expectations and needs. Rece…
cs.RO2025
An LSTM-based Test Selection Method for Self-Driving Cars
Ali Güllü, Faiz Ali Shah, Dietmar Pfahl
Self-driving cars require extensive testing, which can be costly in terms of time. To optimize this process, simple and straightforward tests should be excluded, focusing on challe…