Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
- Software
International and National Collaboration
Publications and projects within past five years.
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Credtwi: Investigating Social Media Credibility with a Browser Plugin
Li, J., Huusko, E., Ahooie, N. N., Kuutila, M., Huotala, A., Mäntyla, M. & Hosio, S., 4 Apr 2025, In: International Journal of Human-Computer Interaction. 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
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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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
Projects
- 2 Active
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CRITICAL: Technological and Societal Innovations to Cultivate Critical Reading in the Internet Era (CRITICAL)
Mantyla, M. V. (Project manager), Huotala, A. (Participant) & Turtio, O.-P. M. (Participant)
01/10/2023 → 30/09/2026
Project: Research Council of Finland: Strategic Research Council funding (SRC)
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MuFAno: Multimodal Fusion based Anomaly Detection for Improving Microservice-based System
Mantyla, M. V. (Project manager), Li, M. (Participant), Nyyssölä, J. A. (Participant), Reinikainen, N. K. (Participant), Sipilä, S. M. J. (Participant) & Wang, Y. (Participant)
01/09/2023 → 31/08/2026
Project: Research Council of Finland: Academy Project