Mika Mäntylä

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 60

Top Venues

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Shayan Hashemi, Mika Mäntylä
OneLog: towards end-to-end software log anomaly detection. Autom. Softw. Eng. 31 (2) (2024)
Miikka Kuutila, Carita Kiili, Reijo Kupiainen, Eetu Huusko, Junhao Li, Simo Hosio, Mika Mäntylä, Julie Coiro, Kristian Kiili
Revealing complexities when adult readers engage in the credibility evaluation of social media posts. Comput. Hum. Behav. 151 (2024)
Dario Amoroso d'Aragona, Alexander Bakhtin, Xiaozhou Li, Ruoyu Su, Lauren Adams, Ernesto Aponte, Francis Boyle, Patrick Boyle, Rachel Koerner, Joseph Lee, Fangchao Tian, Yuqing Wang, Jesse Nyyssölä, Ernesto Quevedo, Md Shahidur Rahaman, Amr S. Abdelfattah, Mika Mäntylä, Tomás Cerný, Davide Taibi
A Dataset of Microservices-based Open-Source Projects. MSR (2024)
Aleksi Huotala, Miikka Kuutila, Paul Ralph, Mika Mäntylä
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews. CoRR (2024)
Aleksi Huotala, Miikka Kuutila, Paul Ralph, Mika Mäntylä
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews. EASE (2024)
Leevi Rantala, Mika Mäntylä, Valentina Lenarduzzi
Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap. Softw. Qual. J. 32 (2) (2024)
Mika Mäntylä, Yuqing Wang, Jesse Nyyssölä
LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector. CoRR (2023)
Junhao Li, Ville Paananen, Sharadhi Alape Suryanarayana, Eetu Huusko, Miikka Kuutila, Mika Mäntylä, Simo Hosio
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. CHIIR (2023)
Junhao Li, Miikka Kuutila, Eetu Huusko, Nimantha Kariyakarawana, Marko Savic, Nazanin Nakhaie Ahooie, Simo Hosio, Mika Mäntylä
Assessing Credibility Factors of Short-Form Social Media Posts: A Crowdsourced Online Experiment. CHItaly (2023)
Miikka Kuutila, Carita Kiili, Reijo Kupiainen, Eetu Huusko, Junhao Li, Simo Hosio, Mika Mäntylä, Kristian Kiili
Adult readers evaluating the credibility of social media posts: Prior belief consistency and source's expertise matter most. CoRR (2023)
Jesse Nyyssölä, Mika Mäntylä
Efficiency of Unsupervised Anomaly Detection Methods on Software Logs. CoRR (2023)
Murali Sridharan, Leevi Rantala, Mika Mäntylä
PENTACET data - 23 Million Contextual Code Comments and 500, 000 SATD comments. CoRR (2023)
Murali Sridharan, Leevi Rantala, Mika Mäntylä
PENTACET data - 23 Million Contextual Code Comments and 250,000 SATD comments. MSR (2023)
Marko Savic, Mika Mäntylä, Maëlick Claes
Win GUI Crawler: A tool prototype for desktop GUI image and metadata collection. ICST Workshops (2022)
Jesse Nyyssölä, Mika Mäntylä, Martín Varela
How to Configure Masked Event Anomaly Detection on Software Logs? ICSME (2022)
Yuqing Wang, Mika Mäntylä, Zihao Liu, Jouni Markkula
Test Automation Maturity Improves Product Quality - Quantitative Study of Open Source Projects Using Continuous Integration. CoRR (2022)
Murali Sridharan, Mika Mäntylä, Maëlick Claes, Leevi Rantala
SoCCMiner: A Source Code-Comments and Comment-Context Miner. MSR (2022)
Shayan Hashemi, Mika Mäntylä
SiaLog: detecting anomalies in software execution logs using the siamese network. Autom. Softw. Eng. 29 (2) (2022)
Mika Mäntylä, Martín Varela, Shayan Hashemi
Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. CoRR (2022)
Jesse Nyyssölä, Mika Mäntylä, Martín Varela
How to Configure Masked Event Anomaly Detection on Software Logs? CoRR (2022)
Mika Mäntylä, Martín Varela, Shayan Hashemi
Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. ICST Workshops (2022)
Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study. Empir. Softw. Eng. 26 (5) (2021)
Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes
Data Balancing Improves Self-Admitted Technical Debt Detection. MSR (2021)
Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
Individual Differences Limit Predicting Well-being and Productivity Using Software Repositories: A Longitudinal Industrial Study. CoRR (2021)
Shayan Hashemi, Mika Mäntylä
Detecting Anomalies in Software Execution Logs with Siamese Network. CoRR (2021)
Shayan Hashemi, Mika Mäntylä
OneLog: Towards End-to-End Training in Software Log Anomaly Detection. CoRR (2021)
Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes
Data Balancing Improves Self-Admitted Technical Debt Detection. CoRR (2021)
Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes
Time pressure in software engineering: A systematic review. Inf. Softw. Technol. 121 (2020)
Leevi Rantala, Mika Mäntylä, David Lo
Prevalence, Contents and Automatic Detection of KL-SATD. SEAA (2020)
Maëlick Claes, Mika Mäntylä
20-MAD - 20 Years of Issues and Commits of Mozilla and Apache Development. CoRR (2020)
Leevi Rantala, Mika Mäntylä
Predicting technical debt from commit contents: reproduction and extension with automated feature selection. Softw. Qual. J. 28 (4) (2020)
Leevi Rantala, Mika Mäntylä, David Lo
Prevalence, Contents and Automatic Detection of KL-SATD. CoRR (2020)
Miikka Kuutila, Mika Mäntylä, Maëlick Claes
Chat activity is a better predictor than chat sentiment on software developers productivity. CoRR (2020)
Yuqing Wang, Mika Mäntylä, Sigrid Eldh, Jouni Markkula, Kristian Wiklund, Tatu Kairi, Päivi Raulamo-Jurvanen, Antti Haukinen
A Self-assessment Instrument for Assessing Test Automation Maturity. EASE (2019)
Mika Mäntylä, Vahid Garousi
Citations in Software Engineering - Paper-related, Journal-related, and Author-related Factors. CoRR (2019)
Pilar Rodríguez, Mika Mäntylä, Markku Oivo, Lucy Ellen Lwakatare, Pertti Seppänen, Pasi Kuvaja
Chapter Four - Advances in Using Agile and Lean Processes for Software Development. Adv. Comput. 113 (2019)
Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes
Time Pressure in Software Engineering: A Systematic Literature Review. CoRR (2019)
Yuqing Wang, Mika Mäntylä, Sigrid Eldh, Jouni Markkula, Kristian Wiklund, Tatu Kairi, Päivi Raulamo-Jurvanen, Antti Haukinen
A self-assessment Instrument for assessing test automation maturity. CoRR (2019)
Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq
Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developers. CoRR (2018)
Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being. CoRR (2018)
Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
Test Prioritization in Continuous Integration Environments. CoRR (2018)
Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
Test Case Prioritization Using Test Similarities. CoRR (2018)
Seyedrebvar Hosseini, Burak Turhan, Mika Mäntylä
A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction. Inf. Softw. Technol. 95 (2018)
Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
Do Programmers Work at Night or During the Weekend? CoRR (2018)
Mika Mäntylä, Maëlick Claes, Umar Farooq
Measuring LDA Topic Stability from Clusters of Replicated Runs. CoRR (2018)
Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
Test Case Prioritization Using Test Similarities. PROFES (2018)
Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq
Towards automatically identifying paid open source developers. MSR (2018)
Maëlick Claes, Mika Mäntylä, Umar Farooq
On the Use of Emoticons in Open Source Software Development. CoRR (2018)
Maëlick Claes, Mika Mäntylä, Umar Farooq
On the use of emoticons in open source software development. ESEM (2018)
Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
Test prioritization in continuous integration environments. J. Syst. Softw. 146 (2018)
Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
Abnormal Working Hours: Effect of Rapid Releases and Implications to Work Content. CoRR (2017)
Päivi Raulamo-Jurvanen, Mika Mäntylä, Vahid Garousi
Choosing the Right Test Automation Tool: a Grey Literature Review of Practitioner Sources. EASE (2017)
Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
Abnormal working hours: effect of rapid releases and implications to work content. MSR (2017)
Chu Luo, Miikka Kuutila, Simon Klakegg, Denzil Ferreira, Huber Flores, Jorge Gonçalves, Mika Mäntylä, Vassilis Kostakos
TestAWARE: A Laboratory-Oriented Testing Tool for Mobile Context-Aware Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Päivi Raulamo-Jurvanen, Kari Kakkonen, Mika Mäntylä
Using Surveys and Web-Scraping to Select Tools for Software Testing Consultancy. PROFES (2016)
Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu
Mining valence, arousal, and dominance: possibilities for detecting burnout and productivity? MSR (2016)
Chu Luo, Miikka Kuutila, Simon Klakegg, Denzil Ferreira, Huber Flores, Jorge Gonçalves, Vassilis Kostakos, Mika Mäntylä
How to validate mobile crowdsourcing design? leveraging data integration in prototype testing. UbiComp Adjunct (2016)
Miikka Kuutila, Mika Mäntylä, Päivi Raulamo-Jurvanen
Benchmarking Web-testing - Selenium versus Watir and the Choice of Programming Language and Browser. CoRR (2016)
Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu
Mining Valence, Arousal, and Dominance - Possibilities for Detecting Burnout and Productivity? CoRR (2016)
Seyedrebvar Hosseini, Burak Turhan, Mika Mäntylä
Search Based Training Data Selection For Cross Project Defect Prediction. PROMISE (2016)
Timo O. A. Lehtinen, Mika Mäntylä, Juha Itkonen, Jari Vanhanen
Diagrams or structural lists in software project retrospectives - An experimental comparison. J. Syst. Softw. 103 (2015)
Eetu Kupiainen, Mika Mäntylä, Juha Itkonen
Using metrics in Agile and Lean Software Development - A systematic literature review of industrial studies. Inf. Softw. Technol. 62 (2015)
Marko Leppänen, Simo Mäkinen, Max Pagels, Veli-Pekka Eloranta, Juha Itkonen, Mika Mäntylä, Tomi Männistö
The Highways and Country Roads to Continuous Deployment. IEEE Softw. 32 (2) (2015)
Eero I. Laukkanen, Mika Mäntylä
Build Waiting Time in Continuous Integration - An Initial Interdisciplinary Literature Review. RCoSE@ICSE (2015)
Emelie Engström, Mika Mäntylä, Per Runeson, Markus Borg
Supporting Regression Test Scoping with Visual Analytics. ICST (2014)
Eetu Kupiainen, Mika Mäntylä, Juha Itkonen
Why are industrial agile teams using metrics and how do they use them? WETSoM (2014)
Dietmar Pfahl, Huishi Yin, Mika Mäntylä, Jürgen Münch
How is exploratory testing used? A state-of-the-practice survey. ESEM (2014)
Markus Borg, Per Runeson, Jens Johansson, Mika Mäntylä
A replicated study on duplicate detection: using apache lucene to search among Android defects. ESEM (2014)
Juha Itkonen, Mika Mäntylä
Are test cases needed? Replicated comparison between exploratory and test-case-based software testing. Empir. Softw. Eng. 19 (2) (2014)
Timo O. A. Lehtinen, Risto Virtanen, Juha O. Viljanen, Mika Mäntylä, Casper Lassenius
A tool supporting root cause analysis for synchronous retrospectives in distributed software teams. Inf. Softw. Technol. 56 (4) (2014)
Mika Mäntylä, Kai Petersen, Timo O. A. Lehtinen, Casper Lassenius
Time pressure: a controlled experiment of test case development and requirements review. ICSE (2014)
Timo O. A. Lehtinen, Mika Mäntylä, Jari Vanhanen, Juha Itkonen, Casper Lassenius
Perceived causes of software project failures - An analysis of their relationships. Inf. Softw. Technol. 56 (6) (2014)
Mika Mäntylä, Juha Itkonen
How are software defects found? The role of implicit defect detection, individual responsibility, documents, and knowledge. Inf. Softw. Technol. 56 (12) (2014)
Xuejiao Zhou, Mika Mäntylä
Defect Bash - Literature Review. ENASE (2013)
Abhinaya Kasoju, Kai Petersen, Mika Mäntylä
Analyzing an automotive testing process with evidence-based software engineering. Inf. Softw. Technol. 55 (7) (2013)
Juha Itkonen, Mika Mäntylä, Casper Lassenius
The Role of the Tester's Knowledge in Exploratory Software Testing. IEEE Trans. Software Eng. 39 (5) (2013)
Francesca Arcelli Fontana, Marco Zanoni, Alessandro Marino, Mika Mäntylä
Code Smell Detection: Towards a Machine Learning-Based Approach. ICSM (2013)
Mika Mäntylä, Foutse Khomh, Bram Adams, Emelie Engström, Kai Petersen
On Rapid Releases and Software Testing. ICSM (2013)
Jari Vanhanen, Mika Mäntylä
A Systematic Mapping Study of Empirical studies on the Use of Pair Programming in Industry. Int. J. Softw. Eng. Knowl. Eng. 23 (9) (2013)
Mika Mäntylä, Juha Itkonen
More testers - The effect of crowd size and time restriction in software testing. Inf. Softw. Technol. 55 (6) (2013)
Dudekula Mohammad Rafi, Katam Reddy Kiran Moses, Kai Petersen, Mika Mäntylä
Benefits and limitations of automated software testing: Systematic literature review and practitioner survey. AST (2012)
Nauman Bin Ali, Kai Petersen, Mika Mäntylä
Testing highly complex system of systems: an industrial case study. ESEM (2012)
Mika Mäntylä, Kai Petersen, Dietmar Pfahl
How many individuals to use in a QA task with fixed total effort? ESEM (2012)
Mika Mäntylä, Juha Itkonen, Joonas Iivonen
Who tested my software? Testing as an organizationally cross-cutting activity. Softw. Qual. J. 20 (1) (2012)
Timo O. A. Lehtinen, Mika Mäntylä, Jari Vanhanen
Development and evaluation of a lightweight root cause analysis method (ARCA method) - Field studies at four software companies. Inf. Softw. Technol. 53 (10) (2011)
Mika Mäntylä, Jari Vanhanen
Software Deployment Activities and Challenges - A Case Study of Four Software Product Companies. CSMR (2011)
Eero I. Laukkanen, Mika Mäntylä
Survey Reproduction of Defect Reporting in Industrial Software Development. ESEM (2011)
Timo O. A. Lehtinen, Mika Mäntylä
What are Problem Causes of Software Projects? Data of Root Cause Analysis at Four Software Companies. ESEM (2011)
Joonas Iivonen, Mika Mäntylä, Juha Itkonen
Characteristics of high performing testers: a case study. ESEM (2010)
Mika Mäntylä
Empirical software evolvability - code smells and human evaluations. ICSM (2010)
Juha Itkonen, Mika Mäntylä, Casper Lassenius
How do testers do it? An exploratory study on manual testing practices. ESEM (2009)
Mika Mäntylä, Casper Lassenius
What Types of Defects Are Really Discovered in Code Reviews? IEEE Trans. Software Eng. 35 (3) (2009)
Jari Vanhanen, Mika Mäntylä, Juha Itkonen
Lightweight Elicitation and Analysis of Software Product Quality Goals: A Multiple Industrial Case Study. IWSPM (2009)
Juha Itkonen, Mika Mäntylä, Casper Lassenius
Defect Detection Efficiency: Test Case Based vs. Exploratory Testing. ESEM (2007)
Jari Vanhanen, Casper Lassenius, Mika Mäntylä
Issues and Tactics when Adopting Pair Programming: A Longitudinal Case Study. ICSEA (2007)
Mika Mäntylä, Casper Lassenius
Drivers for software refactoring decisions. ISESE (2006)
Mika Mäntylä, Casper Lassenius
Subjective evaluation of software evolvability using code smells: An empirical study. Empir. Softw. Eng. 11 (3) (2006)
Mika Mäntylä
An experiment on subjective evolvability evaluation of object-oriented software: explaining factors and interrater agreement. ISESE (2005)
Mika Mäntylä
Developing New Approaches for Software Design Quality Improvement Based on Subjective Evaluations. ICSE (2004)
Mika Mäntylä, Jari Vanhanen, Casper Lassenius
Bad Smells - Humans as Code Critics. ICSM (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mika Mäntylä