Andrea Stocco

According to our database, Andrea Stocco authored at least 52 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Two is better than one: digital siblings to improve autonomous driving testing.

Matteo Biagiola, Andrea Stocco, Vincenzo Riccio, Paolo Tonella

Empir. Softw. Eng., July, 2024

Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models.

Luciano Baresi, Davide Yi Xian Hu, Andrea Stocco, Paolo Tonella

CoRR, 2024

Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study.

Kohei Dozono, Tiago Espinha Gasiba, Andrea Stocco

CoRR, 2024

Deep Learning System Boundary Testing through Latent Space Style Mixing.

Amr Abdellatif, Xingcheng Chen, Vincenzo Riccio, Andrea Stocco

CoRR, 2024

A Multi-Year Grey Literature Review on AI-assisted Test Automation.

Filippo Ricca, Alessandro Marchetto, Andrea Stocco

CoRR, 2024

System Safety Monitoring of Learned Components Using Temporal Metric Forecasting.

Sepehr Sharifi, Andrea Stocco, Lionel C. Briand

CoRR, 2024

Assessing Quality Metrics for Neural Reality Gap Input Mitigation in Autonomous Driving Testing.

Stefano Carlo Lambertenghi, Andrea Stocco

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2024

Predicting Safety Misbehaviours in Autonomous Driving Systems Using Uncertainty Quantification.

Ruben Grewal, Paolo Tonella, Andrea Stocco

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2024

2023

Summary of the Fourth International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest 2023).

Matteo Biagiola, Nicolás Cardozo, Donghwan Shin, Foutse Khomh, Andrea Stocco, Vincenzo Riccio

ACM SIGSOFT Softw. Eng. Notes, October, 2023

Software testing in the machine learning era.

Andrea Stocco, Onn Shehory, Gunel Jahangirova, Vincenzo Riccio, Guy Barash, Eitan Farchi, Diptikalyan Saha

Empir. Softw. Eng., June, 2023

Model vs system level testing of autonomous driving systems: a replication and extension study.

Andrea Stocco, Brian Pulfer, Paolo Tonella

Empir. Softw. Eng., June, 2023

Mind the Gap! A Study on the Transferability of Virtual Versus Physical-World Testing of Autonomous Driving Systems.

Andrea Stocco, Brian Pulfer, Paolo Tonella

IEEE Trans. Software Eng., April, 2023

Neural Embeddings for Web Testing.

Andrea Stocco, Alexandra Willi, Luigi Libero Lucio Starace, Matteo Biagiola, Paolo Tonella

CoRR, 2023

A Retrospective Analysis of Grey Literature for AI-Supported Test Automation.

Filippo Ricca, Alessandro Marchetto, Andrea Stocco

Proceedings of the Quality of Information and Communications Technology, 2023

2022

A Survey on the Use of Computer Vision to Improve Software Engineering Tasks.

Mohammad Bajammal, Andrea Stocco, Davood Mazinanian, Ali Mesbah

IEEE Trans. Software Eng., 2022

Confidence-driven weighted retraining for predicting safety-critical failures in autonomous driving systems.

Andrea Stocco, Paolo Tonella

J. Softw. Evol. Process., 2022

ThirdEye: Attention Maps for Safe Autonomous Driving Systems.

Andrea Stocco, Paulo J. Nunes, Marcelo d'Amorim, Paolo Tonella

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

BUGSJS: a benchmark and taxonomy of JavaScript bugs.

Péter Gyimesi, Béla Vancsics, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah

Softw. Test. Verification Reliab., 2021

Mind the Gap! A Study on the Transferability of Virtual vs Physical-world Testing of Autonomous Driving Systems.

Andrea Stocco, Brian Pulfer, Paolo Tonella

CoRR, 2021

Web Test Automation: Insights from the Grey Literature.

Filippo Ricca, Andrea Stocco

Proceedings of the SOFSEM 2021: Theory and Practice of Computer Science, 2021

AI-based Test Automation: A Grey Literature Analysis.

Filippo Ricca, Alessandro Marchetto, Andrea Stocco

Proceedings of the 14th IEEE International Conference on Software Testing, 2021

Quality Metrics and Oracles for Autonomous Vehicles Testing.

Gunel Jahangirova, Andrea Stocco, Paolo Tonella

Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021

2020

Dataset of Real Faults in Deep Learning Systems.

Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella

Dataset, February, 2020

Testing machine learning based systems: a systematic mapping.

Vincenzo Riccio, Gunel Jahangirova, Andrea Stocco, Nargiz Humbatova, Michael Weiss, Paolo Tonella

Empir. Softw. Eng., 2020

Towards Anomaly Detectors that Learn Continuously.

Andrea Stocco, Paolo Tonella

Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

Dependency-Aware Web Test Generation.

Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the 13th IEEE International Conference on Software Testing, 2020

Near-duplicate detection in web app model inference.

Rahulkrishna Yandrapally, Andrea Stocco, Ali Mesbah

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Taxonomy of real faults in deep learning systems.

Nargiz Humbatova, Gunel Jahangirova, Gabriele Bavota, Vincenzo Riccio, Andrea Stocco, Paolo Tonella

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Misbehaviour prediction for autonomous driving systems.

Andrea Stocco, Michael Weiss, Marco Calzana, Paolo Tonella

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

E2E Web Test Dependency Detection using NLP.

Matteo Biagiola, Andrea Stocco, Ali Mesbah, Filippo Ricca, Paolo Tonella

CoRR, 2019

Chapter Three - Three Open Problems in the Context of E2E Web Testing and a Vision: NEONATE.

Filippo Ricca, Maurizio Leotta, Andrea Stocco

Adv. Comput., 2019

Diversity-based web test generation.

Matteo Biagiola, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Web test dependency detection.

Matteo Biagiola, Andrea Stocco, Ali Mesbah, Filippo Ricca, Paolo Tonella

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

How artificial intelligence can improve web development and testing.

Andrea Stocco

Proceedings of the Conference Companion of the 3rd International Conference on Art, 2019

Poster: Supporting JavaScript Experimentation with BugsJS.

Béla Vancsics, Péter Gyimesi, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah

Proceedings of the 12th IEEE Conference on Software Testing, Validation and Verification, 2019

BugsJS: a Benchmark of JavaScript Bugs.

Péter Gyimesi, Béla Vancsics, Andrea Stocco, Davood Mazinanian, Árpád Beszédes, Rudolf Ferenc, Ali Mesbah

Proceedings of the 12th IEEE Conference on Software Testing, Validation and Verification, 2019

2018

Pesto: Automated migration of DOM-based Web tests towards the visual approach.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

Softw. Test. Verification Reliab., 2018

Vista: web test repair using computer vision.

Andrea Stocco, Rahulkrishna Yandrapally, Ali Mesbah

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Visual web test repair.

Andrea Stocco, Rahulkrishna Yandrapally, Ali Mesbah

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Fine-grained test minimization.

Arash Vahabzadeh, Andrea Stocco, Ali Mesbah

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

APOGEN: automatic page object generator for web testing.

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella

Softw. Qual. J., 2017

2016

Robula+: an algorithm for generating robust XPath locators for web testing.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

J. Softw. Evol. Process., 2016

WATERFALL: an incremental approach for repairing record-replay tests of web applications.

Mouna Hammoudi, Gregg Rothermel, Andrea Stocco

Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Automatic Page Object Generation with APOGEN.

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella

Proceedings of the Web Engineering - 16th International Conference, 2016

Clustering-Aided Page Object Generation for Web Testing.

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella

Proceedings of the Web Engineering - 16th International Conference, 2016

2015

Automated generation of visual web tests from DOM-based web tests.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Using Multi-Locators to Increase the Robustness of Web Test Cases.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the 8th IEEE International Conference on Software Testing, 2015

Why Creating Web Page Objects Manually If It Can Be Done Automatically?

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella

Proceedings of the 10th IEEE/ACM International Workshop on Automation of Software Test, 2015

Meta-heuristic Generation of Robust XPath Locators for Web Testing.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the 8th IEEE/ACM International Workshop on Search-Based Software Testing, 2015

2014

PESTO: A Tool for Migrating DOM-Based to Visual Web Tests.

Andrea Stocco, Maurizio Leotta, Filippo Ricca, Paolo Tonella

Proceedings of the 14th IEEE International Working Conference on Source Code Analysis and Manipulation, 2014

Reducing Web Test Cases Aging by Means of Robust XPath Locators.

Maurizio Leotta, Andrea Stocco, Filippo Ricca, Paolo Tonella

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

2013

Web testware evolution.

Filippo Ricca, Maurizio Leotta, Andrea Stocco, Diego Clerissi, Paolo Tonella

Proceedings of the 15th IEEE International Symposium on Web Systems Evolution, 2013