Mika Mäntylä

119 papers A* 2A 24B 5C 3Journal 65Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AISysRev - LLM-based Tool for Title-abstract Screening. CoRR Aleksi Huotala, Miikka Kuutila, Olli-Pekka Turtio, Mika Mäntylä
2025	J	`jnl`	Credtwi: Investigating Social Media Credibility with a Browser Plugin. Int. J. Hum. Comput. Interact. Junhao Li, Eetu Huusko, Nazanin Nakhaie Ahooie, Miikka Kuutila, Aleksi Huotala, Mika Mäntylä, Simo Hosio
2025	J	`jnl`	Detection, Classification and Prevalence of Self-Admitted Aging Debt. CoRR Murali Sridharan, Mika Mäntylä, Leevi Rantala
2025	J	`jnl`	Detection, classification and prevalence of self-admitted aging debt. Empir. Softw. Eng. Murali Sridharan, Mika Mäntylä, Leevi Rantala
2025	J	`jnl`	Hidden in Plain Sight: Where Developers Confess Self-Admitted Technical Debt. CoRR Murali Sridharan, Mikel Robredo, Leevi Rantala, Matteo Esposito, Valentina Lenarduzzi, Mika Mäntylä
2025	—	`conf`	LO2: Microservice API Anomaly Dataset of Logs and Metrics. PROMISE Alexander Bakhtin, Jesse Nyyssölä, Yuqing Wang, Noman Ahmad, Ke Ping, Matteo Esposito, Mika Mäntylä, Davide Taibi
2025	J	`jnl`	LO2: Microservice API Anomaly Dataset of Logs and Metrics. CoRR Alexander Bakhtin, Jesse Nyyssölä, Yuqing Wang, Noman Ahmad, Ke Ping, Matteo Esposito, Mika Mäntylä, Davide Taibi
2025	—	`conf`	Near-Duplicate Build Failure Detection from Continuous Integration Logs. PROMISE Mingchen Li, Mika Mäntylä, Jesse Nyyssölä, Matti Luukkainen
2025	J	`jnl`	Replication Packages in Software Engineering Secondary Studies: A Systematic Mapping. CoRR Aleksi Huotala, Miikka Kuutila, Mika Mäntylä
2025	J	`jnl`	Research artifacts in secondary studies: A systematic mapping in software engineering. Inf. Softw. Technol. Aleksi Huotala, Miikka Kuutila, Mika Mäntylä
2025	A	`conf`	SESR-Eval: Dataset for Evaluating LLMs in the Title-Abstract Screening of Systematic Reviews. ESEM Aleksi Huotala, Miikka Kuutila, Mika Mäntylä
2025	J	`jnl`	SESR-Eval: Dataset for Evaluating LLMs in the Title-Abstract Screening of Systematic Reviews. CoRR Aleksi Huotala, Miikka Kuutila, Mika Mäntylä
2024	A	`conf`	A Dataset of Microservices-based Open-Source Projects. MSR 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
2024	C	`conf`	Event-level Anomaly Detection on Software logs: Role of Algorithm, Threshold, and Window Size. QRS Jesse Nyyssölä, Mika Mäntylä
2024	J	`jnl`	Keyword-labeled self-admitted technical debt and static code analysis have significant relationship but limited overlap. Softw. Qual. J. Leevi Rantala, Mika Mäntylä, Valentina Lenarduzzi
2024	J	`jnl`	OneLog: towards end-to-end software log anomaly detection. Autom. Softw. Eng. Shayan Hashemi, Mika Mäntylä
2024	J	`jnl`	Revealing complexities when adult readers engage in the credibility evaluation of social media posts. Comput. Hum. Behav. Miikka Kuutila, Carita Kiili, Reijo Kupiainen, Eetu Huusko, Junhao Li, Simo Hosio, Mika Mäntylä, Julie Coiro, Kristian Kiili
2024	C	`conf`	Speed and Performance of Parserless and Unsupervised Anomaly Detection Methods on Software Logs. QRS Jesse Nyyssölä, Mika Mäntylä
2024	A	`conf`	The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews. EASE Aleksi Huotala, Miikka Kuutila, Paul Ralph, Mika Mäntylä
2024	J	`jnl`	The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews. CoRR Aleksi Huotala, Miikka Kuutila, Paul Ralph, Mika Mäntylä
2024	J	`jnl`	Token Interdependency Parsing (Tipping) - Fast and Accurate Log Parsing. CoRR Shayan Hashemi, Mika Mäntylä
2024	A	`conf`	What Makes Programmers Laugh? Exploring the Submissions of the Subreddit r/ProgrammerHumor. ESEM Miikka Kuutila, Leevi Rantala, Junhao Li, Simo Hosio, Mika Mäntylä
2024	J	`jnl`	What Makes Programmers Laugh? Exploring the Subreddit r/ProgrammerHumor. CoRR Miikka Kuutila, Leevi Rantala, Junhao Li, Simo Hosio, Mika Mäntylä
2023	J	`jnl`	Adult readers evaluating the credibility of social media posts: Prior belief consistency and source's expertise matter most. CoRR Miikka Kuutila, Carita Kiili, Reijo Kupiainen, Eetu Huusko, Junhao Li, Simo Hosio, Mika Mäntylä, Kristian Kiili
2023	—	`conf`	Assessing Credibility Factors of Short-Form Social Media Posts: A Crowdsourced Online Experiment. CHItaly Junhao Li, Miikka Kuutila, Eetu Huusko, Nimantha Kariyakarawana, Marko Savic, Nazanin Nakhaie Ahooie, Simo Hosio, Mika Mäntylä
2023	J	`jnl`	Efficiency of Unsupervised Anomaly Detection Methods on Software Logs. CoRR Jesse Nyyssölä, Mika Mäntylä
2023	B	`conf`	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 Junhao Li, Ville Paananen, Sharadhi Alape Suryanarayana, Eetu Huusko, Miikka Kuutila, Mika Mäntylä, Simo Hosio
2023	J	`jnl`	LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector. CoRR Mika Mäntylä, Yuqing Wang, Jesse Nyyssölä
2023	A	`conf`	PENTACET data - 23 Million Contextual Code Comments and 250,000 SATD comments. MSR Murali Sridharan, Leevi Rantala, Mika Mäntylä
2023	J	`jnl`	PENTACET data - 23 Million Contextual Code Comments and 500, 000 SATD comments. CoRR Murali Sridharan, Leevi Rantala, Mika Mäntylä
2022	A	`conf`	How to Configure Masked Event Anomaly Detection on Software Logs? ICSME Jesse Nyyssölä, Mika Mäntylä, Martín Varela
2022	J	`jnl`	How to Configure Masked Event Anomaly Detection on Software Logs? CoRR Jesse Nyyssölä, Mika Mäntylä, Martín Varela
2022	—	`conf`	Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. ICST Workshops Mika Mäntylä, Martín Varela, Shayan Hashemi
2022	J	`jnl`	Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. CoRR Mika Mäntylä, Martín Varela, Shayan Hashemi
2022	J	`jnl`	SiaLog: detecting anomalies in software execution logs using the siamese network. Autom. Softw. Eng. Shayan Hashemi, Mika Mäntylä
2022	A	`conf`	SoCCMiner: A Source Code-Comments and Comment-Context Miner. MSR Murali Sridharan, Mika Mäntylä, Maëlick Claes, Leevi Rantala
2022	J	`jnl`	Test Automation Maturity Improves Product Quality - Quantitative Study of Open Source Projects Using Continuous Integration. CoRR Yuqing Wang, Mika Mäntylä, Zihao Liu, Jouni Markkula
2022	—	`conf`	Win GUI Crawler: A tool prototype for desktop GUI image and metadata collection. ICST Workshops Marko Savic, Mika Mäntylä, Maëlick Claes
2021	A	`conf`	Data Balancing Improves Self-Admitted Technical Debt Detection. MSR Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes
2021	J	`jnl`	Data Balancing Improves Self-Admitted Technical Debt Detection. CoRR Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes
2021	J	`jnl`	Detecting Anomalies in Software Execution Logs with Siamese Network. CoRR Shayan Hashemi, Mika Mäntylä
2021	J	`jnl`	Individual Differences Limit Predicting Well-being and Productivity Using Software Repositories: A Longitudinal Industrial Study. CoRR Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2021	J	`jnl`	Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study. Empir. Softw. Eng. Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2021	J	`jnl`	OneLog: Towards End-to-End Training in Software Log Anomaly Detection. CoRR Shayan Hashemi, Mika Mäntylä
2020	J	`jnl`	20-MAD - 20 Years of Issues and Commits of Mozilla and Apache Development. CoRR Maëlick Claes, Mika Mäntylä
2020	J	`jnl`	Chat activity is a better predictor than chat sentiment on software developers productivity. CoRR Miikka Kuutila, Mika Mäntylä, Maëlick Claes
2020	J	`jnl`	Predicting technical debt from commit contents: reproduction and extension with automated feature selection. Softw. Qual. J. Leevi Rantala, Mika Mäntylä
2020	B	`conf`	Prevalence, Contents and Automatic Detection of KL-SATD. SEAA Leevi Rantala, Mika Mäntylä, David Lo
2020	J	`jnl`	Prevalence, Contents and Automatic Detection of KL-SATD. CoRR Leevi Rantala, Mika Mäntylä, David Lo
2020	J	`jnl`	Time pressure in software engineering: A systematic review. Inf. Softw. Technol. Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes
2019	A	`conf`	A Self-assessment Instrument for Assessing Test Automation Maturity. EASE Yuqing Wang, Mika Mäntylä, Sigrid Eldh, Jouni Markkula, Kristian Wiklund, Tatu Kairi, Päivi Raulamo-Jurvanen, Antti Haukinen
2019	J	`jnl`	A self-assessment Instrument for assessing test automation maturity. CoRR Yuqing Wang, Mika Mäntylä, Sigrid Eldh, Jouni Markkula, Kristian Wiklund, Tatu Kairi, Päivi Raulamo-Jurvanen, Antti Haukinen
2019	J	`jnl`	Chapter Four - Advances in Using Agile and Lean Processes for Software Development. Adv. Comput. Pilar Rodríguez, Mika Mäntylä, Markku Oivo, Lucy Ellen Lwakatare, Pertti Seppänen, Pasi Kuvaja
2019	J	`jnl`	Citations in Software Engineering - Paper-related, Journal-related, and Author-related Factors. CoRR Mika Mäntylä, Vahid Garousi
2019	J	`jnl`	Time Pressure in Software Engineering: A Systematic Literature Review. CoRR Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes
2018	J	`jnl`	A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction. Inf. Softw. Technol. Seyedrebvar Hosseini, Burak Turhan, Mika Mäntylä
2018	J	`jnl`	Do Programmers Work at Night or During the Weekend? CoRR Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
2018	J	`jnl`	Measuring LDA Topic Stability from Clusters of Replicated Runs. CoRR Mika Mäntylä, Maëlick Claes, Umar Farooq
2018	J	`jnl`	On the Use of Emoticons in Open Source Software Development. CoRR Maëlick Claes, Mika Mäntylä, Umar Farooq
2018	A	`conf`	On the use of emoticons in open source software development. ESEM Maëlick Claes, Mika Mäntylä, Umar Farooq
2018	B	`conf`	Test Case Prioritization Using Test Similarities. PROFES Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
2018	J	`jnl`	Test Case Prioritization Using Test Similarities. CoRR Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
2018	J	`jnl`	Test Prioritization in Continuous Integration Environments. CoRR Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
2018	J	`jnl`	Test prioritization in continuous integration environments. J. Syst. Softw. Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja
2018	J	`jnl`	Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developers. CoRR Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq
2018	A	`conf`	Towards automatically identifying paid open source developers. MSR Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq
2018	J	`jnl`	Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being. CoRR Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams
2017	J	`jnl`	Abnormal Working Hours: Effect of Rapid Releases and Implications to Work Content. CoRR Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
2017	A	`conf`	Abnormal working hours: effect of rapid releases and implications to work content. MSR Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams
2017	A	`conf`	Choosing the Right Test Automation Tool: a Grey Literature Review of Practitioner Sources. EASE Päivi Raulamo-Jurvanen, Mika Mäntylä, Vahid Garousi
2017	J	`jnl`	TestAWARE: A Laboratory-Oriented Testing Tool for Mobile Context-Aware Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Chu Luo, Miikka Kuutila, Simon Klakegg, Denzil Ferreira, Huber Flores, Jorge Gonçalves, Mika Mäntylä, Vassilis Kostakos
2016	J	`jnl`	Benchmarking Web-testing - Selenium versus Watir and the Choice of Programming Language and Browser. CoRR Miikka Kuutila, Mika Mäntylä, Päivi Raulamo-Jurvanen
2016	—	`conf`	How to validate mobile crowdsourcing design? leveraging data integration in prototype testing. UbiComp Adjunct Chu Luo, Miikka Kuutila, Simon Klakegg, Denzil Ferreira, Huber Flores, Jorge Gonçalves, Vassilis Kostakos, Mika Mäntylä
2016	J	`jnl`	Mining Valence, Arousal, and Dominance - Possibilities for Detecting Burnout and Productivity? CoRR Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu
2016	A	`conf`	Mining valence, arousal, and dominance: possibilities for detecting burnout and productivity? MSR Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu
2016	—	`conf`	Search Based Training Data Selection For Cross Project Defect Prediction. PROMISE Seyedrebvar Hosseini, Burak Turhan, Mika Mäntylä
2016	B	`conf`	Using Surveys and Web-Scraping to Select Tools for Software Testing Consultancy. PROFES Päivi Raulamo-Jurvanen, Kari Kakkonen, Mika Mäntylä
2015	—	`conf`	Build Waiting Time in Continuous Integration - An Initial Interdisciplinary Literature Review. RCoSE@ICSE Eero I. Laukkanen, Mika Mäntylä
2015	J	`jnl`	Diagrams or structural lists in software project retrospectives - An experimental comparison. J. Syst. Softw. Timo O. A. Lehtinen, Mika Mäntylä, Juha Itkonen, Jari Vanhanen
2015	J	`jnl`	The Highways and Country Roads to Continuous Deployment. IEEE Softw. Marko Leppänen, Simo Mäkinen, Max Pagels, Veli-Pekka Eloranta, Juha Itkonen, Mika Mäntylä, Tomi Männistö
2015	J	`jnl`	Using metrics in Agile and Lean Software Development - A systematic literature review of industrial studies. Inf. Softw. Technol. Eetu Kupiainen, Mika Mäntylä, Juha Itkonen
2014	A	`conf`	A replicated study on duplicate detection: using apache lucene to search among Android defects. ESEM Markus Borg, Per Runeson, Jens Johansson, Mika Mäntylä
2014	J	`jnl`	A tool supporting root cause analysis for synchronous retrospectives in distributed software teams. Inf. Softw. Technol. Timo O. A. Lehtinen, Risto Virtanen, Juha O. Viljanen, Mika Mäntylä, Casper Lassenius
2014	J	`jnl`	Are test cases needed? Replicated comparison between exploratory and test-case-based software testing. Empir. Softw. Eng. Juha Itkonen, Mika Mäntylä
2014	J	`jnl`	How are software defects found? The role of implicit defect detection, individual responsibility, documents, and knowledge. Inf. Softw. Technol. Mika Mäntylä, Juha Itkonen
2014	A	`conf`	How is exploratory testing used? A state-of-the-practice survey. ESEM Dietmar Pfahl, Huishi Yin, Mika Mäntylä, Jürgen Münch
2014	J	`jnl`	Perceived causes of software project failures - An analysis of their relationships. Inf. Softw. Technol. Timo O. A. Lehtinen, Mika Mäntylä, Jari Vanhanen, Juha Itkonen, Casper Lassenius
2014	A	`conf`	Supporting Regression Test Scoping with Visual Analytics. ICST Emelie Engström, Mika Mäntylä, Per Runeson, Markus Borg
2014	A*	`conf`	Time pressure: a controlled experiment of test case development and requirements review. ICSE Mika Mäntylä, Kai Petersen, Timo O. A. Lehtinen, Casper Lassenius
2014	—	`conf`	Why are industrial agile teams using metrics and how do they use them? WETSoM Eetu Kupiainen, Mika Mäntylä, Juha Itkonen
2013	J	`jnl`	A Systematic Mapping Study of Empirical studies on the Use of Pair Programming in Industry. Int. J. Softw. Eng. Knowl. Eng. Jari Vanhanen, Mika Mäntylä
2013	J	`jnl`	Analyzing an automotive testing process with evidence-based software engineering. Inf. Softw. Technol. Abhinaya Kasoju, Kai Petersen, Mika Mäntylä
2013	—	`conf`	Code Smell Detection: Towards a Machine Learning-Based Approach. ICSM Francesca Arcelli Fontana, Marco Zanoni, Alessandro Marino, Mika Mäntylä
2013	B	`conf`	Defect Bash - Literature Review. ENASE Xuejiao Zhou, Mika Mäntylä
2013	J	`jnl`	More testers - The effect of crowd size and time restriction in software testing. Inf. Softw. Technol. Mika Mäntylä, Juha Itkonen
2013	—	`conf`	On Rapid Releases and Software Testing. ICSM Mika Mäntylä, Foutse Khomh, Bram Adams, Emelie Engström, Kai Petersen
2013	J	`jnl`	The Role of the Tester's Knowledge in Exploratory Software Testing. IEEE Trans. Software Eng. Juha Itkonen, Mika Mäntylä, Casper Lassenius
2012	—	`conf`	Benefits and limitations of automated software testing: Systematic literature review and practitioner survey. AST@ICSE Dudekula Mohammad Rafi, Katam Reddy Kiran Moses, Kai Petersen, Mika Mäntylä
2012	A	`conf`	How many individuals to use in a QA task with fixed total effort? ESEM Mika Mäntylä, Kai Petersen, Dietmar Pfahl
2012	A	`conf`	Testing highly complex system of systems: an industrial case study. ESEM Nauman Bin Ali, Kai Petersen, Mika Mäntylä
2012	J	`jnl`	Who tested my software? Testing as an organizationally cross-cutting activity. Softw. Qual. J. Mika Mäntylä, Juha Itkonen, Joonas Iivonen
2011	J	`jnl`	Development and evaluation of a lightweight root cause analysis method (ARCA method) - Field studies at four software companies. Inf. Softw. Technol. Timo O. A. Lehtinen, Mika Mäntylä, Jari Vanhanen
2011	—	`conf`	Software Deployment Activities and Challenges - A Case Study of Four Software Product Companies. CSMR Mika Mäntylä, Jari Vanhanen
2011	A	`conf`	Survey Reproduction of Defect Reporting in Industrial Software Development. ESEM Eero I. Laukkanen, Mika Mäntylä
2011	A	`conf`	What are Problem Causes of Software Projects? Data of Root Cause Analysis at Four Software Companies. ESEM Timo O. A. Lehtinen, Mika Mäntylä
2010	A	`conf`	Characteristics of high performing testers: a case study. ESEM Joonas Iivonen, Mika Mäntylä, Juha Itkonen
2010	—	`conf`	Empirical software evolvability - code smells and human evaluations. ICSM Mika Mäntylä
2009	A	`conf`	How do testers do it? An exploratory study on manual testing practices. ESEM Juha Itkonen, Mika Mäntylä, Casper Lassenius
2009	—	`conf`	Lightweight Elicitation and Analysis of Software Product Quality Goals: A Multiple Industrial Case Study. IWSPM Jari Vanhanen, Mika Mäntylä, Juha Itkonen
2009	—	`—`	Software evolvability - empirically discovered evolvability issues and human evaluations. Mika Mäntylä
2009	J	`jnl`	What Types of Defects Are Really Discovered in Code Reviews? IEEE Trans. Software Eng. Mika Mäntylä, Casper Lassenius
2007	A	`conf`	Defect Detection Efficiency: Test Case Based vs. Exploratory Testing. ESEM Juha Itkonen, Mika Mäntylä, Casper Lassenius
2007	C	`conf`	Issues and Tactics when Adopting Pair Programming: A Longitudinal Case Study. ICSEA Jari Vanhanen, Casper Lassenius, Mika Mäntylä
2006	—	`conf`	Drivers for software refactoring decisions. ISESE Mika Mäntylä, Casper Lassenius
2006	J	`jnl`	Subjective evaluation of software evolvability using code smells: An empirical study. Empir. Softw. Eng. Mika Mäntylä, Casper Lassenius
2005	—	`conf`	An experiment on subjective evolvability evaluation of object-oriented software: explaining factors and interrater agreement. ISESE Mika Mäntylä
2004	—	`conf`	Bad Smells - Humans as Code Critics. ICSM Mika Mäntylä, Jari Vanhanen, Casper Lassenius
2004	A*	`conf`	Developing New Approaches for Software Design Quality Improvement Based on Subjective Evaluations. ICSE Mika Mäntylä
2003	—	`conf`	A Taxonomy and an Initial Empirical Study of Bad Smells in Code. ICSM Mika Mäntylä, Jari Vanhanen, Casper Lassenius