AST 2024
Mon 15 - Tue 16 April 2024 Lisbon, Portugal
co-located with ICSE 2024
Tue 16 Apr 2024 11:20 - 11:40 at Amália Rodrigues - Session 4: AI-based testing Chair(s): Mahshid Helali Moghadam

Tue 16 Apr

Displayed time zone: Lisbon change

11:00 - 12:30
Session 4: AI-based testingAST 2024 at Amália Rodrigues
Chair(s): Mahshid Helali Moghadam Scania R&D
11:00
20m
Full-paper
Machine Learning-based Test Case Prioritization using Hyperparameter Optimization
AST 2024
Md Asif Khan Ontario Tech University, Akramul Azim Ontario Tech University, Ramiro Liscano Ontario Tech University, Kevin Smith International Business Machines Corporation (IBM), Yee-Kang Chang International Business Machines Corporation (IBM), Qasim Tauseef International Business Machines Corporation (IBM), Gkerta Seferi International Business Machines Corporation (IBM)
11:20
20m
Full-paper
Testing for Fault Diversity in Reinforcement LearningBest Paper Award
AST 2024
Quentin Mazouni Simula Research Laboratory, Helge Spieker Simula Research Laboratory, Norway, Arnaud Gotlieb Simula Research Laboratory, Mathieu Acher University of Rennes, France / Inria, France / CNRS, France / IRISA, France
11:40
20m
Full-paper
FairPipes: Data Mutation Pipelines for Machine Learning Fairness
AST 2024
Camille Molinier ESIR, University of Rennes, Paul Temple IRISA, Gilles Perrouin Fonds de la Recherche Scientifique - FNRS & University of Namur
12:00
10m
Poster
Reducing Workload in Using AI-based API REST Test Generation
AST 2024
Benjamin Leu University of Applied Sciences and Arts Northwestern Switzerland, Jonas Volken University of Applied Sciences and Arts Northwestern Switzerland, Martin Kropp University of Applied Sciences and Arts Northwestern Switzerland, Nejdet Dogru Testifi GmbH, Craig Anslow Victoria University of Wellington, Robert Biddle Carleton University
12:10
15m
Short-paper
Identifying Performance Issues in Microservice Architectures through Causal Reasoning
AST 2024
Luca Giamattei Università di Napoli Federico II, Antonio Guerriero Università di Napoli Federico II, Ivano Malavolta Vrije Universiteit Amsterdam, Cristian Mascia University of Naples Federico II, Roberto Pietrantuono Università di Napoli Federico II, Stefano Russo Università di Napoli Federico II