Mika Mäntylä

Orcid: 0000-0002-2841-5879

Affiliations:
  • University of Oulu, Department of Information Processing Science, Finland


According to our database1, Mika Mäntylä authored at least 128 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
OneLog: towards end-to-end software log anomaly detection.
Autom. Softw. Eng., November, 2024

Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap.
Softw. Qual. J., June, 2024

Revealing complexities when adult readers engage in the credibility evaluation of social media posts.
Comput. Hum. Behav., February, 2024

What Makes Programmers Laugh? Exploring the Subreddit r/ProgrammerHumor.
CoRR, 2024

Token Interdependency Parsing (Tipping) - Fast and Accurate Log Parsing.
CoRR, 2024

Few-Shot Cross-System Anomaly Trace Classification for Microservice-based systems.
CoRR, 2024

LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector.
Proceedings of the IEEE International Conference on Software Analysis, 2024

LogPM: Character-Based Log Parser Benchmark.
Proceedings of the IEEE International Conference on Software Analysis, 2024

Speed and Performance of Parserless and Unsupervised Anomaly Detection Methods on Software Logs.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

Event-level Anomaly Detection on Software logs: Role of Algorithm, Threshold, and Window Size.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

A Dataset of Microservices-based Open-Source Projects.
Proceedings of the 21st IEEE/ACM International Conference on Mining Software Repositories, 2024

What Makes Programmers Laugh? Exploring the Submissions of the Subreddit r/ProgrammerHumor.
Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews.
Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023
Efficiency of Unsupervised Anomaly Detection Methods on Software Logs.
CoRR, 2023

PENTACET data - 23 Million Contextual Code Comments and 500, 000 SATD comments.
CoRR, 2023

Adult readers evaluating the credibility of social media posts: Prior belief consistency and source's expertise matter most.
CoRR, 2023

PENTACET data - 23 Million Contextual Code Comments and 250,000 SATD comments.
Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023

Assessing Credibility Factors of Short-Form Social Media Posts: A Crowdsourced Online Experiment.
Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023

It is an online platform and not the real world, I don't care much: Investigating Twitter Profile Credibility With an Online Machine Learning-Based Tool.
Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, 2023

2022
Improving test automation maturity: A multivocal literature review.
Softw. Test. Verification Reliab., 2022

Test automation maturity improves product quality - Quantitative study of open source projects using continuous integration.
J. Syst. Softw., 2022

Introduction to the Special Issue on: Grey Literature and Multivocal Literature Reviews (MLRs) in software engineering.
Inf. Softw. Technol., 2022

SiaLog: detecting anomalies in software execution logs using the siamese network.
Autom. Softw. Eng., 2022

SoCCMiner: A Source Code-Comments and Comment-Context Miner.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Win GUI Crawler: A tool prototype for desktop GUI image and metadata collection.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022

Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022

How to Configure Masked Event Anomaly Detection on Software Logs?
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

2021
What Do We Know About Time Pressure in Software Development?
IEEE Softw., 2021

Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study.
Empir. Softw. Eng., 2021

OneLog: Towards End-to-End Training in Software Log Anomaly Detection.
CoRR, 2021

Detecting Anomalies in Software Execution Logs with Siamese Network.
CoRR, 2021

Data Balancing Improves Self-Admitted Technical Debt Detection.
Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

2020
Predicting technical debt from commit contents: reproduction and extension with automated feature selection.
Softw. Qual. J., 2020

Time pressure in software engineering: A systematic review.
Inf. Softw. Technol., 2020

Test Automation Process Improvement in a DevOpsTeam: Experience Report.
CoRR, 2020

20-MAD: 20 Years of Issues and Commits of Mozilla and Apache Development.
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

Test Automation Process Improvement in a DevOps Team: Experience Report.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

Software Test Automation Maturity: A Survey of the State of the Practice.
Proceedings of the 15th International Conference on Software Technologies, 2020

Chat activity is a better predictor than chat sentiment on software developers productivity.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Prevalence, Contents and Automatic Detection of KL-SATD.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

Benefitting from the Grey Literature in Software Engineering Research.
Proceedings of the Contemporary Empirical Methods in Software Engineering, 2020

2019
Guidelines for including grey literature and conducting multivocal literature reviews in software engineering.
Inf. Softw. Technol., 2019

Characterizing industry-academia collaborations in software engineering: evidence from 101 projects.
Empir. Softw. Eng., 2019

Benefitting from the Grey Literature in Software Engineering Research.
CoRR, 2019

Citations in Software Engineering - Paper-related, Journal-related, and Author-related Factors.
CoRR, 2019

Time Pressure in Software Engineering: A Systematic Literature Review.
CoRR, 2019

Chapter Four - Advances in Using Agile and Lean Processes for Software Development.
Adv. Comput., 2019

Applying Surveys and Interviews in Software Test Tool Evaluation.
Proceedings of the Product-Focused Software Process Improvement, 2019

A Self-assessment Instrument for Assessing Test Automation Maturity.
Proceedings of the Evaluation and Assessment on Software Engineering, 2019

Practitioner Evaluations on Software Testing Tools.
Proceedings of the Evaluation and Assessment on Software Engineering, 2019

2018
Test prioritization in continuous integration environments.
J. Syst. Softw., 2018

A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction.
Inf. Softw. Technol., 2018

The evolution of sentiment analysis - A review of research topics, venues, and top cited papers.
Comput. Sci. Rev., 2018

Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developers.
CoRR, 2018

Test Case Prioritization Using Test Similarities.
Proceedings of the Product-Focused Software Process Improvement, 2018

Natural language or not (NLON): a package for software engineering text analysis pipeline.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Towards automatically identifying paid open source developers.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Daily questionnaire to assess self-reported well-being during a software development project.
Proceedings of the 3rd International Workshop on Emotion Awareness in Software Engineering, 2018

Do programmers work at night or during the weekend?
Proceedings of the 40th International Conference on Software Engineering, 2018

Measuring LDA topic stability from clusters of replicated runs.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

Using experience sampling to link software repositories with emotions and work well-being.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

On the use of emoticons in open source software development.
Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2018

2017
Prioritizing manual test cases in rapid release environments.
Softw. Test. Verification Reliab., 2017

TestAWARE: A Laboratory-Oriented Testing Tool for Mobile Context-Aware Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Guest editorial for special section on success and failure in software engineering.
Empir. Softw. Eng., 2017

Bootstrapping a lexicon for emotional arousal in software engineering.
Proceedings of the 14th International Conference on Mining Software Repositories, 2017

Abnormal working hours: effect of rapid releases and implications to work content.
Proceedings of the 14th International Conference on Mining Software Repositories, 2017

Reviewing Literature on Time Pressure in Software Engineering and Related Professions: Computer Assisted Interdisciplinary Literature Review.
Proceedings of the 2nd IEEE/ACM International Workshop on Emotion Awareness in Software Engineering, 2017

Choosing the Right Test Automation Tool: a Grey Literature Review of Practitioner Sources.
Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, 2017

Industry-academia collaborations in software engineering: An empirical analysis of challenges, patterns and anti-patterns in research projects.
Proceedings of the 21st International Conference on Evaluation and Assessment in Software Engineering, 2017

2016
Test Better by Exploring: Harnessing Human Skills and Knowledge.
IEEE Softw., 2016

A systematic literature review of literature reviews in software testing.
Inf. Softw. Technol., 2016

When and what to automate in software testing? A multi-vocal literature review.
Inf. Softw. Technol., 2016

Comparing and experimenting machine learning techniques for code smell detection.
Empir. Softw. Eng., 2016

Citations, research topics and active countries in software engineering: A bibliometrics study.
Comput. Sci. Rev., 2016

Benchmarking Web-testing - Selenium versus Watir and the Choice of Programming Language and Browser.
CoRR, 2016

Search Based Training Data Selection For Cross Project Defect Prediction.
Proceedings of the The 12th International Conference on Predictive Models and Data Analytics in Software Engineering, 2016

Using Surveys and Web-Scraping to Select Tools for Software Testing Consultancy.
Proceedings of the Product-Focused Software Process Improvement, 2016

Gamification of Software Testing - An MLR.
Proceedings of the Product-Focused Software Process Improvement, 2016

Mining valence, arousal, and dominance: possibilities for detecting burnout and productivity?
Proceedings of the 13th International Conference on Mining Software Repositories, 2016

The Effect of Team Exploratory Testing - Experience Report from F-Secure.
Proceedings of the Ninth IEEE International Conference on Software Testing, 2016

How to validate mobile crowdsourcing design? leveraging data integration in prototype testing.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

The need for multivocal literature reviews in software engineering: complementing systematic literature reviews with grey literature.
Proceedings of the 20th International Conference on Evaluation and Assessment in Software Engineering, 2016

2015
The Highways and Country Roads to Continuous Deployment.
IEEE Softw., 2015

Diagrams or structural lists in software project retrospectives - An experimental comparison.
J. Syst. Softw., 2015

Using metrics in Agile and Lean Software Development - A systematic literature review of industrial studies.
Inf. Softw. Technol., 2015

On rapid releases and software testing: a case study and a semi-systematic literature review.
Empir. Softw. Eng., 2015

Prioritizing Manual Test Cases in Traditional and Rapid Release Environments.
Proceedings of the 8th IEEE International Conference on Software Testing, 2015

Build Waiting Time in Continuous Integration - An Initial Interdisciplinary Literature Review.
Proceedings of the 2nd IEEE/ACM International Workshop on Rapid Continuous Software Engineering, 2015

Citation and Topic Analysis of the ESEM Papers.
Proceedings of the 2015 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2015

2014
How are software defects found? The role of implicit defect detection, individual responsibility, documents, and knowledge.
Inf. Softw. Technol., 2014

A tool supporting root cause analysis for synchronous retrospectives in distributed software teams.
Inf. Softw. Technol., 2014

Perceived causes of software project failures - An analysis of their relationships.
Inf. Softw. Technol., 2014

Are test cases needed? Replicated comparison between exploratory and test-case-based software testing.
Empir. Softw. Eng., 2014

Supporting Regression Test Scoping with Visual Analytics.
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014

Time pressure: a controlled experiment of test case development and requirements review.
Proceedings of the 36th International Conference on Software Engineering, 2014

Why are industrial agile teams using metrics and how do they use them?
Proceedings of the 5th International Workshop on Emerging Trends in Software Metrics, 2014

How is exploratory testing used? A state-of-the-practice survey.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014

A replicated study on duplicate detection: using apache lucene to search among Android defects.
Proceedings of the 2014 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2014

2013
The Role of the Tester's Knowledge in Exploratory Software Testing.
IEEE Trans. Software Eng., 2013

More testers - The effect of crowd size and time restriction in software testing.
Inf. Softw. Technol., 2013

Analyzing an automotive testing process with evidence-based software engineering.
Inf. Softw. Technol., 2013

A Systematic Mapping Study of Empirical studies on the Use of Pair Programming in Industry.
Int. J. Softw. Eng. Knowl. Eng., 2013

On Rapid Releases and Software Testing.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

Code Smell Detection: Towards a Machine Learning-Based Approach.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

Defect Bash - Literature Review.
Proceedings of the ENASE 2013, 2013

2012
Who tested my software? Testing as an organizationally cross-cutting activity.
Softw. Qual. J., 2012

Benefits and limitations of automated software testing: Systematic literature review and practitioner survey.
Proceedings of the 7th International Workshop on Automation of Software Test, 2012

How many individuals to use in a QA task with fixed total effort?
Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012

Testing highly complex system of systems: an industrial case study.
Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012

2011
Development and evaluation of a lightweight root cause analysis method (ARCA method) - Field studies at four software companies.
Inf. Softw. Technol., 2011

What are Problem Causes of Software Projects? Data of Root Cause Analysis at Four Software Companies.
Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement, 2011

Survey Reproduction of Defect Reporting in Industrial Software Development.
Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement, 2011

Software Deployment Activities and Challenges - A Case Study of Four Software Product Companies.
Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010
Empirical software evolvability - code smells and human evaluations.
Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

Characteristics of high performing testers: a case study.
Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

2009
Software evolvability - empirically discovered evolvability issues and human evaluations.
PhD thesis, 2009

What Types of Defects Are Really Discovered in Code Reviews?
IEEE Trans. Software Eng., 2009

Lightweight Elicitation and Analysis of Software Product Quality Goals: A Multiple Industrial Case Study.
Proceedings of the Third International Workshop on Software Product Management, 2009

How do testers do it? An exploratory study on manual testing practices.
Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

2007
Issues and Tactics when Adopting Pair Programming: A Longitudinal Case Study.
Proceedings of the Second International Conference on Software Engineering Advances (ICSEA 2007), 2007

Defect Detection Efficiency: Test Case Based vs. Exploratory Testing.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007

2006
Subjective evaluation of software evolvability using code smells: An empirical study.
Empir. Softw. Eng., 2006

Drivers for software refactoring decisions.
Proceedings of the 2006 International Symposium on Empirical Software Engineering (ISESE 2006), 2006

2005
An experiment on subjective evolvability evaluation of object-oriented software: explaining factors and interrater agreement.
Proceedings of the 2005 International Symposium on Empirical Software Engineering (ISESE 2005), 2005

2004
Bad Smells - Humans as Code Critics.
Proceedings of the 20th International Conference on Software Maintenance (ICSM 2004), 2004

Developing New Approaches for Software Design Quality Improvement Based on Subjective Evaluations.
Proceedings of the 26th International Conference on Software Engineering (ICSE 2004), 2004

2003
A Taxonomy and an Initial Empirical Study of Bad Smells in Code.
Proceedings of the 19th International Conference on Software Maintenance (ICSM 2003), 2003


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