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21st PROMISE 2025: Trondheim, Norway
- Proceedings of the 21st International Conference on Predictive Models and Data Analytics in Software Engineering, PROMISE 2025, Trondheim, Norway, 26 June 2025. ACM 2025, ISBN 979-8-4007-1594-5

- Alexander Bakhtin

, Jesse Nyyssölä, Yuqing Wang
, Noman Ahmad
, Ke Ping
, Matteo Esposito
, Mika Mäntylä
, Davide Taibi
:
LO2: Microservice API Anomaly Dataset of Logs and Metrics. 1-10 - Shu-Wei Huang

, Xingfang Wu
, Heng Li
:
LogLSHD: Fast Log Parsing with Locality-Sensitive Hashing and Dynamic Time Warping. 11-20 - Asma Z. Yamani

, Malak Baslyman
, Moataz Ahmed
:
Leveraging LLMs for User Stories in AI Systems: UStAI Dataset. 21-30 - Jonathan Katzy

, Yongcheng Huang
, Gopal-Raj Panchu
, Maksym Ziemlewski
, Paris Loizides
, Sander Vermeulen
, Arie van Deursen
, Maliheh Izadi
:
A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics. 31-40 - Mingchen Li

, Mika Mäntylä
, Jesse Nyyssölä, Matti Luukkainen
:
Near-Duplicate Build Failure Detection from Continuous Integration Logs. 41-44 - Yara Q. Mahmoud

, Akramul Azim
, Ramiro Liscano
, Kevin Smith
, Yee-Kang Chang
, Qasim Tauseef
, Gkerta Seferi
:
Leveraging LLM Enhanced Commit Messages to Improve Machine Learning Based Test Case Prioritization. 45-54 - Ahmad Al Zuraiqi

, Des Greer
:
Designing and Optimizing Alignment Datasets for IoT Security: A Synergistic Approach with Static Analysis Insights. 55-64 - Fadul Sikder

, Yu Lei
, Yuede Ji
:
Efficient Adaptation of Large Language Models for Smart Contract Vulnerability Detection. 65-74 - Milad Abdullah

, David Georg Reichelt
, Vojtech Horký
, Lubomír Bulej
, Tomás Bures
, Petr Tuma
:
A Combined Approach to Performance Regression Testing Resource Usage Reduction. 75-84 - Farnaz Soltaniani

, Mohammad Ghafari
, Mohammed Sayagh
:
Security Bug Report Prediction Within and Across Projects: A Comparative Study of BERT and Random Forest. 85-94 - Henri Aïdasso

, Francis Bordeleau
, Ali Tizghadam
:
Towards Build Optimization Using Digital Twins. 95-98

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