Mika V. Mäntylä

52 papers A* 1A 13B 3C 1Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
AnoMod: A Dataset for Anomaly Detection and Root Cause Analysis in Microservice Systems.
CoRR
Ke Ping, Hamza Bin Mazhar, Yuqing Wang, Ying Song, Mika V. Mäntylä
2026 J jnl
Studying SATD in drone systems with Human-AI collaboration.
J. Syst. Softw.
Leevi Rantala, Lwin Khin Shar, Mika V. Mäntylä, Wei Minn, Yan Naing Tun
2025 J jnl
Cross-System Categorization of Abnormal Traces in Microservice-Based Systems via Meta-Learning.
Proc. ACM Softw. Eng.
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Mutlu Beyazit, Joanna Kisaakye, Jesse Nyyssölä
2025 A conf
Cross-System Software Log-based Anomaly Detection Using Meta-Learning.
SANER
Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä, Ke Ping, Liqiang Wang
2024 J jnl
Cross-System Software Log-based Anomaly Detection Using Meta-Learning.
CoRR
Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä, Ke Ping, Liqiang Wang
2024 J jnl
Few-Shot Cross-System Anomaly Trace Classification for Microservice-based systems.
CoRR
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Mutlu Beyazit, Joanna Kisaakye, Jesse Nyyssölä
2024 B conf
From Reinvention to Reuse: An Empirical Example Study on Technical Debt Dataset.
PROFES
Leevi Rantala, Mika V. Mäntylä, Murali Sridharan
2024 A conf
LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector.
SANER
Mika V. Mäntylä, Yuqing Wang, Jesse Nyyssölä
2024 A conf
LogPM: Character-Based Log Parser Benchmark.
SANER
Shayan Hashemi, Jesse Nyyssölä, Mika V. Mäntylä
2022 J jnl
Improving Test Automation Maturity: a Multivocal Literature Review.
CoRR
Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula, Päivi Raulamo-Jurvanen
2022 J jnl
Improving test automation maturity: A multivocal literature review.
Softw. Test. Verification Reliab.
Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula, Päivi Raulamo-Jurvanen
2022 J jnl
Introduction to the Special Issue on: Grey Literature and Multivocal Literature Reviews (MLRs) in software engineering.
Inf. Softw. Technol.
Vahid Garousi, Austen Rainer, Michael Felderer, Mika V. Mäntylä
2022 J jnl
Test automation maturity improves product quality - Quantitative study of open source projects using continuous integration.
J. Syst. Softw.
Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula
2021 J jnl
What Do We Know About Time Pressure in Software Development?
IEEE Softw.
Miikka Kuutila, Mika V. Mäntylä, Umar Farooq, Maëlick Claes
2020 A conf
20-MAD: 20 Years of Issues and Commits of Mozilla and Apache Development.
MSR
Maëlick Claes, Mika V. Mäntylä
2020 — ch.
Benefitting from the Grey Literature in Software Engineering Research.
Contemporary Empirical Methods in Software Engineering
Vahid Garousi, Michael Felderer, Mika V. Mäntylä, Austen Rainer
2020 — conf
Chat activity is a better predictor than chat sentiment on software developers productivity.
ICSE (Workshops)
Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes
2020 J jnl
Software Test Automation Maturity - A Survey of the State of the Practice.
CoRR
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Kristian Wiklund, Sigrid Eldh, Tatu Kairi
2020 C conf
Software Test Automation Maturity: A Survey of the State of the Practice.
ICSOFT
Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Kristian Wiklund, Sigrid Eldh, Tatu Kairi
2020 — conf
Test Automation Process Improvement in a DevOps Team: Experience Report.
ICST Workshops
Yuqing Wang, Maaret Pyhäjärvi, Mika V. Mäntylä
2020 J jnl
Test Automation Process Improvement in a DevOpsTeam: Experience Report.
CoRR
Yuqing Wang, Maaret Pyhäjärvi, Mika V. Mäntylä
2019 B conf
Applying Surveys and Interviews in Software Test Tool Evaluation.
PROFES
Päivi Raulamo-Jurvanen, Simo Hosio, Mika V. Mäntylä
2019 J jnl
Benefitting from the Grey Literature in Software Engineering Research.
CoRR
Vahid Garousi, Michael Felderer, Mika V. Mäntylä, Austen Rainer
2019 J jnl
Characterizing industry-academia collaborations in software engineering: evidence from 101 projects.
Empir. Softw. Eng.
Vahid Garousi, Dietmar Pfahl, João M. Fernandes, Michael Felderer, Mika V. Mäntylä, David C. Shepherd, Andrea Arcuri, Ahmet Coskunçay, Bedir Tekinerdogan
2019 J jnl
Guidelines for including grey literature and conducting multivocal literature reviews in software engineering.
Inf. Softw. Technol.
Vahid Garousi, Michael Felderer, Mika V. Mäntylä
2019 A conf
Practitioner Evaluations on Software Testing Tools.
EASE
Päivi Raulamo-Jurvanen, Simo Hosio, Mika V. Mäntylä
2018 — conf
Daily questionnaire to assess self-reported well-being during a software development project.
SEmotion@ICSE
Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio
2018 A* conf
Do programmers work at night or during the weekend?
ICSE
Maëlick Claes, Mika V. Mäntylä, Miikka Kuutila, Bram Adams
2018 A conf
Measuring LDA topic stability from clusters of replicated runs.
ESEM
Mika V. Mäntylä, Maëlick Claes, Umar Farooq
2018 J jnl
Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline.
CoRR
Mika V. Mäntylä, Fabio Calefato, Maëlick Claes
2018 A conf
Natural language or not (NLON): a package for software engineering text analysis pipeline.
MSR
Mika V. Mäntylä, Fabio Calefato, Maëlick Claes
2018 J jnl
The evolution of sentiment analysis - A review of research topics, venues, and top cited papers.
Comput. Sci. Rev.
Mika V. Mäntylä, Daniel Graziotin, Miikka Kuutila
2018 A conf
Using experience sampling to link software repositories with emotions and work well-being.
ESEM
Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2017 J jnl
Bootstrapping a Lexicon for Emotional Arousal in Software Engineering.
CoRR
Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila
2017 A conf
Bootstrapping a lexicon for emotional arousal in software engineering.
MSR
Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila
2017 J jnl
Guest editorial for special section on success and failure in software engineering.
Empir. Softw. Eng.
Mika V. Mäntylä, Magne Jørgensen, Paul Ralph, Hakan Erdogmus
2017 J jnl
Guidelines for including the grey literature and conducting multivocal literature reviews in software engineering.
CoRR
Vahid Garousi, Michael Felderer, Mika V. Mäntylä
2017 A conf
Industry-academia collaborations in software engineering: An empirical analysis of challenges, patterns and anti-patterns in research projects.
EASE
Vahid Garousi, Michael Felderer, João M. Fernandes, Dietmar Pfahl, Mika V. Mäntylä
2017 J jnl
Prioritizing manual test cases in rapid release environments.
Softw. Test. Verification Reliab.
Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä, Bram Adams
2017 J jnl
Reviewing Literature on Time Pressure in Software Engineering and Related Professions - Computer Assisted Interdisciplinary Literature Review.
CoRR
Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio
2017 — conf
Reviewing Literature on Time Pressure in Software Engineering and Related Professions: Computer Assisted Interdisciplinary Literature Review.
SEmotion@ICSE
Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio
2016 J jnl
A systematic literature review of literature reviews in software testing.
Inf. Softw. Technol.
Vahid Garousi, Mika V. Mäntylä
2016 J jnl
Citations, research topics and active countries in software engineering: A bibliometrics study.
Comput. Sci. Rev.
Vahid Garousi, Mika V. Mäntylä
2016 J jnl
Comparing and experimenting machine learning techniques for code smell detection.
Empir. Softw. Eng.
Francesca Arcelli Fontana, Mika V. Mäntylä, Marco Zanoni, Alessandro Marino
2016 B conf
Gamification of Software Testing - An MLR.
PROFES
Mika V. Mäntylä, Kari Smolander
2016 J jnl
Test Better by Exploring: Harnessing Human Skills and Knowledge.
IEEE Softw.
Juha Itkonen, Mika V. Mäntylä, Casper Lassenius
2016 — conf
The Effect of Team Exploratory Testing - Experience Report from F-Secure.
ICST Workshops
Paula Raappana, Soili Saukkoriipi, Ilkka Tervonen, Mika V. Mäntylä
2016 A conf
The need for multivocal literature reviews in software engineering: complementing systematic literature reviews with grey literature.
EASE
Vahid Garousi, Michael Felderer, Mika V. Mäntylä
2016 J jnl
When and what to automate in software testing? A multi-vocal literature review.
Inf. Softw. Technol.
Vahid Garousi, Mika V. Mäntylä
2015 A conf
Citation and Topic Analysis of the ESEM Papers.
ESEM
Paivi Raulamo-Jurvanen, Mika V. Mäntylä, Vahid Garousi
2015 J jnl
On rapid releases and software testing: a case study and a semi-systematic literature review.
Empir. Softw. Eng.
Mika V. Mäntylä, Bram Adams, Foutse Khomh, Emelie Engström, Kai Petersen
2015 A conf
Prioritizing Manual Test Cases in Traditional and Rapid Release Environments.
ICST
Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä