| Vol-3483 urn:nbn:de:0074-3483-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SATToSE 2023
Advanced Techniques & Tools for Software Evolution 2023

### Proceedings of the 15th Seminar on Advanced Techniques & Tools for Software Evolution

### University of Salerno, Computer Science Department - Fisciano (Salerno, Italy), June 12 to 14, 2023.

Edited by

### Andrea De Lucia*
Dario Di Nucci*
Valeria Pontillo*
Gilberto Recupito*

* Software Engineering (SeSa) Lab --- Department of Computer Science, University of Salerno (Italy)

## Table of Contents

- Preface
  Summary: There were 16 papers submitted for peer-review to this workshop. 8 papers are included in this volume.

### Program Comprehension Session

- Code Comprehension in a Multi-paradigm Environment: Background and Experimental Setup 1-18
  Daniël Floor, Rinse van Hees, Vadim Zaytsev
- Perfecting Nothingness by Refactoring Whitespace 19-30
  Rutger Witmans, Vadim Zaytsev

### Communities and their Effort Session

- Distinguishing Bots from Human Developers Based on Their GitHub Activity Types - Extended Abstract 31-39
  Natarajan Chidambaram, Alexandre Decan, Tom Mens

### AI4SE and Quantum Supremacy Session

- How May Deep Learning Testing Inform Model Generalizability? The Case of Image Classification - Extended Abstract 40-47
  Giammaria Giordano, Valeria Pontillo, Giusy Annunziata, Antonio Cimino, Filomena Ferrucci, Fabio Palomba

### Pattern Mining and Matching Session

- Extracting Unit Tests from Patterns Mined in Student Code to Provide Improved Feedback in Autograders - Extended Abstract 48-56
  Julien Liénard, Kim Mens, Siegfried Nijssen
- A Robust and Automatic Approach for Matching Algorithms - Extended Abstract 57-65
  Alessandro Midolo, Emiliano Tramontana

### Continuous Integration and Deployment Session

- A Preliminary Study of GitHub Actions Dependencies 66-77
  Hassan Onsori Delicheh, Alexandre Decan, Tom Mens
- A Preliminary Study of GitHub Actions Workflow Changes 78-88
  Pooya Rostami Mazrae, Alexandre Decan, Tom Mens, Mairieli Wessel

2023-08-28: submitted by Valeria Pontillo, metadata incl. bibliographic data published under Creative Commons CC0
2023-09-12: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|