Research output per year
Research output per year
Search results
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2025
Cross-System Software Log-based Anomaly Detection Using Meta-Learning
Wang, Y., Mäntylä, M. V., Nyyssölä, J., Ping, K. & Wang, L., 2025, Proceedings - 2025 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2025. Institute of Electrical and Electronics Engineers Inc., p. 454-464 11 p. (European Conference on Software Maintenance and Reengineering proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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From Reinvention to Reuse: An Empirical Example Study on Technical Debt Dataset
Rantala, L., Mantyla, M. & Sridharan, M., 2025, Product-focused Software Process Improvement, Profes 2024. Pfahl, D., Huerta, J., Klunder, J. & Anwar, H. (eds.). Springer Nature, p. 108-122 15 p. (Lecture Notes In Computer Science; vol. 15452).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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2024
A Dataset of Microservices-based Open-Source Projects
d'Aragona, D. A., Bakhtin, A., Li, X., Su, R., Adams, L., Aponte, E., Boyle, F., Boyle, P., Koerner, R., Lee, J., Tian, F., Wang, Y., Nyyssölä, J. A., Quevedo, E., Rahaman, S. M., Abdelfattah, A. S., Mantyla, M., Cerny, T. & Taibi, D., 2024, 2024 IEEE/ACM 21st International Conference On Mining Software Repositories, MSR. New York: ACM, p. 504-509 6 p. (IEEE International Working Conference On Mining Software Repositories).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Event-level Anomaly Detection on Software logs: Role of Algorithm, Threshold, and Window Size
Nyyssölä, J. A. & Mantyla, M. V., 2024, 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 649-656 8 p. (IEEE International Conference On Software Quality Reliability And Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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LogLead-Fast and Integrated Log Loader, Enhancer, and Anomaly Detector
Mäntylä, M. V., Wang, Y. & Nyyssölä, J., 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024. Institute of Electrical and Electronics Engineers, p. 395-399 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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LogPM: Character-Based Log Parser Benchmark
Hashemi, S., Nyyssölä, J. & Mäntylä, M. V., 16 Jul 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024. Institute of Electrical and Electronics Engineers Inc., p. 705-710 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Speed and Performance of Parserless and Unsupervised Anomaly Detection Methods on Software Logs
Nyyssölä, J. A. & Mantyla, M., 2024, 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS). IEEE, p. 657-666 10 p. (IEEE International Conference On Software Quality Reliability And Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews
Huotala, A., Kuutila, M., Ralph, P. & Mäntylä, M., 18 Jun 2024, Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering. ACM, p. 262-271 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
What Makes Programmers Laugh? Exploring the Submissions of the Subreddit r/ProgrammerHumor.
Kuutila, M., Rantala, L., Li, J., Hosio, S. & Mäntylä, M., 24 Oct 2024, Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2024. IEEE Computer Society, p. 371-381 11 p. (International Symposium on Empirical Software Engineering and Measurement).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile