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Mika Mäntylä

Mika V. Mäntylä – Mika Viking Mäntylä

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affiliation: University of Oulu, Department of Information Processing Science, Finland

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Books and Theses

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2009
[b1]
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Mika Mäntylä:
Software evolvability - empirically discovered evolvability issues and human evaluations. Helsinki University of Technology, Finland, 2009

Journal Articles

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2024
[j41]
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Shayan Hashemi, Mika Mäntylä:
OneLog: towards end-to-end software log anomaly detection. Autom. Softw. Eng. 31(2): 37 (2024)
[j40]
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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: 108017 (2024)
[j39]
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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): 391-429 (2024)
2022
[j38]
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Shayan Hashemi, Mika Mäntylä:
SiaLog: detecting anomalies in software execution logs using the siamese network. Autom. Softw. Eng. 29(2): 61 (2022)
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Vahid Garousi, Austen Rainer, Michael Felderer, Mika V. Mäntylä:
Introduction to the Special Issue on: Grey Literature and Multivocal Literature Reviews (MLRs) in software engineering. Inf. Softw. Technol. 141: 106697 (2022)
[j36]
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Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula:
Test automation maturity improves product quality - Quantitative study of open source projects using continuous integration. J. Syst. Softw. 188: 111259 (2022)
[j35]
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Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula, Päivi Raulamo-Jurvanen:
Improving test automation maturity: A multivocal literature review. Softw. Test. Verification Reliab. 32(3) (2022)
2021
[j34]
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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): 88 (2021)
[j33]
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Miikka Kuutila, Mika V. Mäntylä, Umar Farooq, Maëlick Claes:
What Do We Know About Time Pressure in Software Development? IEEE Softw. 38(5): 32-38 (2021)
2020
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Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes:
Time pressure in software engineering: A systematic review. Inf. Softw. Technol. 121: 106257 (2020)
[j31]
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Leevi Rantala, Mika Mäntylä:
Predicting technical debt from commit contents: reproduction and extension with automated feature selection. Softw. Qual. J. 28(4): 1551-1579 (2020)
2019
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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: 135-224 (2019)
[j29]
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Vahid Garousi, Dietmar Pfahl, João M. Fernandes, Michael Felderer, Mika V. Mäntylä, David C. Shepherd, Andrea Arcuri, Ahmet Coskunçay, Bedir Tekinerdogan:
Characterizing industry-academia collaborations in software engineering: evidence from 101 projects. Empir. Softw. Eng. 24(4): 2540-2602 (2019)
[j28]
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Vahid Garousi, Michael Felderer, Mika V. Mäntylä:
Guidelines for including grey literature and conducting multivocal literature reviews in software engineering. Inf. Softw. Technol. 106: 101-121 (2019)
2018
[j27]
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Mika V. Mäntylä, Daniel Graziotin, Miikka Kuutila:
The evolution of sentiment analysis - A review of research topics, venues, and top cited papers. Comput. Sci. Rev. 27: 16-32 (2018)
[j26]
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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: 296-312 (2018)
[j25]
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Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja:
Test prioritization in continuous integration environments. J. Syst. Softw. 146: 80-98 (2018)
2017
[j24]
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Mika V. Mäntylä, Magne Jørgensen, Paul Ralph, Hakan Erdogmus:
Guest editorial for special section on success and failure in software engineering. Empir. Softw. Eng. 22(5): 2281-2297 (2017)
[j23]
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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): 80:1-80:29 (2017)
[j22]
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Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä, Bram Adams:
Prioritizing manual test cases in rapid release environments. Softw. Test. Verification Reliab. 27(6) (2017)
2016
[j21]
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Vahid Garousi, Mika V. Mäntylä:
Citations, research topics and active countries in software engineering: A bibliometrics study. Comput. Sci. Rev. 19: 56-77 (2016)
[j20]
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Francesca Arcelli Fontana, Mika V. Mäntylä, Marco Zanoni, Alessandro Marino:
Comparing and experimenting machine learning techniques for code smell detection. Empir. Softw. Eng. 21(3): 1143-1191 (2016)
[j19]
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Vahid Garousi, Mika V. Mäntylä:
When and what to automate in software testing? A multi-vocal literature review. Inf. Softw. Technol. 76: 92-117 (2016)
[j18]
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Vahid Garousi, Mika V. Mäntylä:
A systematic literature review of literature reviews in software testing. Inf. Softw. Technol. 80: 195-216 (2016)
[j17]
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Juha Itkonen, Mika V. Mäntylä, Casper Lassenius:
Test Better by Exploring: Harnessing Human Skills and Knowledge. IEEE Softw. 33(4): 90-96 (2016)
2015
[j16]
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Mika V. Mäntylä, Bram Adams, Foutse Khomh, Emelie Engström, Kai Petersen:
On rapid releases and software testing: a case study and a semi-systematic literature review. Empir. Softw. Eng. 20(5): 1384-1425 (2015)
[j15]
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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: 143-163 (2015)
[j14]
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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: 17-35 (2015)
[j13]
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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): 64-72 (2015)
2014
[j12]
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Juha Itkonen, Mika Mäntylä:
Are test cases needed? Replicated comparison between exploratory and test-case-based software testing. Empir. Softw. Eng. 19(2): 303-342 (2014)
[j11]
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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): 408-437 (2014)
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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): 623-643 (2014)
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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): 1597-1612 (2014)
2013
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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): 1221-1268 (2013)
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Mika Mäntylä, Juha Itkonen:
More testers - The effect of crowd size and time restriction in software testing. Inf. Softw. Technol. 55(6): 986-1003 (2013)
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Abhinaya Kasoju, Kai Petersen, Mika Mäntylä:
Analyzing an automotive testing process with evidence-based software engineering. Inf. Softw. Technol. 55(7): 1237-1259 (2013)
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Juha Itkonen, Mika Mäntylä, Casper Lassenius:
The Role of the Tester's Knowledge in Exploratory Software Testing. IEEE Trans. Software Eng. 39(5): 707-724 (2013)
2012
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Mika Mäntylä, Juha Itkonen, Joonas Iivonen:
Who tested my software? Testing as an organizationally cross-cutting activity. Softw. Qual. J. 20(1): 145-172 (2012)
2011
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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): 1045-1061 (2011)
2009
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Mika Mäntylä, Casper Lassenius:
What Types of Defects Are Really Discovered in Code Reviews? IEEE Trans. Software Eng. 35(3): 430-448 (2009)
2006
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Mika Mäntylä, Casper Lassenius:
Subjective evaluation of software evolvability using code smells: An empirical study. Empir. Softw. Eng. 11(3): 395-431 (2006)

Conference and Workshop Papers

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2024
[c72]
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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: 262-271
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Miikka Kuutila, Leevi Rantala, Junhao Li, Simo Hosio, Mika Mäntylä:
What Makes Programmers Laugh? Exploring the Submissions of the Subreddit r/ProgrammerHumor. ESEM 2024: 371-381
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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: 504-509
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Leevi Rantala, Mika V. Mäntylä, Murali Sridharan:
From Reinvention to Reuse: An Empirical Example Study on Technical Debt Dataset. PROFES 2024: 108-122
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Jesse Nyyssölä, Mika Mäntylä:
Event-level Anomaly Detection on Software logs: Role of Algorithm, Threshold, and Window Size. QRS 2024: 649-656
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Jesse Nyyssölä, Mika Mäntylä:
Speed and Performance of Parserless and Unsupervised Anomaly Detection Methods on Software Logs. QRS 2024: 657-666
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Mika V. Mäntylä, Yuqing Wang, Jesse Nyyssölä:
LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector. SANER 2024: 395-399
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Shayan Hashemi, Jesse Nyyssölä, Mika V. Mäntylä:
LogPM: Character-Based Log Parser Benchmark. SANER 2024: 705-710
2023
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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: 117-127
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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: 9:1-9:14
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Murali Sridharan, Leevi Rantala, Mika Mäntylä:
PENTACET data - 23 Million Contextual Code Comments and 250,000 SATD comments. MSR 2023: 412-416
2022
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Jesse Nyyssölä, Mika Mäntylä, Martín Varela:
How to Configure Masked Event Anomaly Detection on Software Logs? ICSME 2022: 414-418
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Marko Savic, Mika Mäntylä, Maëlick Claes:
Win GUI Crawler: A tool prototype for desktop GUI image and metadata collection. ICST Workshops 2022: 223-228
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Mika Mäntylä, Martín Varela, Shayan Hashemi:
Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. ICST Workshops 2022: 285-292
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Murali Sridharan, Mika Mäntylä, Maëlick Claes, Leevi Rantala:
SoCCMiner: A Source Code-Comments and Comment-Context Miner. MSR 2022: 242-246
2021
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Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes:
Data Balancing Improves Self-Admitted Technical Debt Detection. MSR 2021: 358-368
2020
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Leevi Rantala, Mika Mäntylä, David Lo:
Prevalence, Contents and Automatic Detection of KL-SATD. SEAA 2020: 385-388
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Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes:
Chat activity is a better predictor than chat sentiment on software developers productivity. ICSE (Workshops) 2020: 553-556
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Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Kristian Wiklund, Sigrid Eldh, Tatu Kairi:
Software Test Automation Maturity: A Survey of the State of the Practice. ICSOFT 2020: 27-38
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Yuqing Wang, Maaret Pyhäjärvi, Mika V. Mäntylä:
Test Automation Process Improvement in a DevOps Team: Experience Report. ICST Workshops 2020: 314-321
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Maëlick Claes, Mika V. Mäntylä:
20-MAD: 20 Years of Issues and Commits of Mozilla and Apache Development. MSR 2020: 503-507
2019
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Päivi Raulamo-Jurvanen, Simo Hosio, Mika V. Mäntylä:
Practitioner Evaluations on Software Testing Tools. EASE 2019: 57-66
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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: 145-154
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Päivi Raulamo-Jurvanen, Simo Hosio, Mika V. Mäntylä:
Applying Surveys and Interviews in Software Test Tool Evaluation. PROFES 2019: 20-36
2018
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Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams:
Using experience sampling to link software repositories with emotions and work well-being. ESEM 2018: 29:1-29:10
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Mika V. Mäntylä, Maëlick Claes, Umar Farooq:
Measuring LDA topic stability from clusters of replicated runs. ESEM 2018: 49:1-49:4
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Maëlick Claes, Mika Mäntylä, Umar Farooq:
On the use of emoticons in open source software development. ESEM 2018: 50:1-50:4
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Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio:
Daily questionnaire to assess self-reported well-being during a software development project. SEmotion@ICSE 2018: 39-43
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Maëlick Claes, Mika V. Mäntylä, Miikka Kuutila, Bram Adams:
Do programmers work at night or during the weekend? ICSE 2018: 705-715
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Mika V. Mäntylä, Fabio Calefato, Maëlick Claes:
Natural language or not (NLON): a package for software engineering text analysis pipeline. MSR 2018: 387-391
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Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq:
Towards automatically identifying paid open source developers. MSR 2018: 437-441
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Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja:
Test Case Prioritization Using Test Similarities. PROFES 2018: 243-259
2017
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Päivi Raulamo-Jurvanen, Mika Mäntylä, Vahid Garousi:
Choosing the Right Test Automation Tool: a Grey Literature Review of Practitioner Sources. EASE 2017: 21-30
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Vahid Garousi, Michael Felderer, João M. Fernandes, Dietmar Pfahl, Mika V. Mäntylä:
Industry-academia collaborations in software engineering: An empirical analysis of challenges, patterns and anti-patterns in research projects. EASE 2017: 224-229
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Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio:
Reviewing Literature on Time Pressure in Software Engineering and Related Professions: Computer Assisted Interdisciplinary Literature Review. SEmotion@ICSE 2017: 54-59
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Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila:
Bootstrapping a lexicon for emotional arousal in software engineering. MSR 2017: 198-202
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Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams:
Abnormal working hours: effect of rapid releases and implications to work content. MSR 2017: 243-247
2016
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Vahid Garousi, Michael Felderer, Mika V. Mäntylä:
The need for multivocal literature reviews in software engineering: complementing systematic literature reviews with grey literature. EASE 2016: 26:1-26:6
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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: 1448-1453
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Paula Raappana, Soili Saukkoriipi, Ilkka Tervonen, Mika V. Mäntylä:
The Effect of Team Exploratory Testing - Experience Report from F-Secure. ICST Workshops 2016: 295-304
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Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu:
Mining valence, arousal, and dominance: possibilities for detecting burnout and productivity? MSR 2016: 247-258
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Päivi Raulamo-Jurvanen, Kari Kakkonen, Mika Mäntylä:
Using Surveys and Web-Scraping to Select Tools for Software Testing Consultancy. PROFES 2016: 285-300
[c30]
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Mika V. Mäntylä, Kari Smolander:
Gamification of Software Testing - An MLR. PROFES 2016: 611-614
[c29]
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Seyedrebvar Hosseini, Burak Turhan, Mika Mäntylä:
Search Based Training Data Selection For Cross Project Defect Prediction. PROMISE 2016: 3:1-3:10
2015
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Paivi Raulamo-Jurvanen, Mika V. Mäntylä, Vahid Garousi:
Citation and Topic Analysis of the ESEM Papers. ESEM 2015: 136-139
[c27]
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Eero I. Laukkanen, Mika Mäntylä:
Build Waiting Time in Continuous Integration - An Initial Interdisciplinary Literature Review. RCoSE@ICSE 2015: 1-4
[c26]
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Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä:
Prioritizing Manual Test Cases in Traditional and Rapid Release Environments. ICST 2015: 1-10
2014
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Dietmar Pfahl, Huishi Yin, Mika Mäntylä, Jürgen Münch:
How is exploratory testing used? A state-of-the-practice survey. ESEM 2014: 5:1-5:10
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Markus Borg, Per Runeson, Jens Johansson, Mika Mäntylä:
A replicated study on duplicate detection: using apache lucene to search among Android defects. ESEM 2014: 8:1-8:4
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Eetu Kupiainen, Mika Mäntylä, Juha Itkonen:
Why are industrial agile teams using metrics and how do they use them? WETSoM 2014: 23-29
[c22]
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Mika Mäntylä, Kai Petersen, Timo O. A. Lehtinen, Casper Lassenius:
Time pressure: a controlled experiment of test case development and requirements review. ICSE 2014: 83-94
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Emelie Engström, Mika Mäntylä, Per Runeson, Markus Borg:
Supporting Regression Test Scoping with Visual Analytics. ICST 2014: 283-292
2013
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Xuejiao Zhou, Mika Mäntylä:
Defect Bash - Literature Review. ENASE 2013: 125-131
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Mika Mäntylä, Foutse Khomh, Bram Adams, Emelie Engström, Kai Petersen:
On Rapid Releases and Software Testing. ICSM 2013: 20-29
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Francesca Arcelli Fontana, Marco Zanoni, Alessandro Marino, Mika Mäntylä:
Code Smell Detection: Towards a Machine Learning-Based Approach. ICSM 2013: 396-399
2012
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Nauman Bin Ali, Kai Petersen, Mika Mäntylä:
Testing highly complex system of systems: an industrial case study. ESEM 2012: 211-220
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Mika Mäntylä, Kai Petersen, Dietmar Pfahl:
How many individuals to use in a QA task with fixed total effort? ESEM 2012: 311-314
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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: 36-42
2011
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Mika Mäntylä, Jari Vanhanen:
Software Deployment Activities and Challenges - A Case Study of Four Software Product Companies. CSMR 2011: 131-140
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Eero I. Laukkanen, Mika Mäntylä:
Survey Reproduction of Defect Reporting in Industrial Software Development. ESEM 2011: 197-206
[c12]
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Timo O. A. Lehtinen, Mika Mäntylä:
What are Problem Causes of Software Projects? Data of Root Cause Analysis at Four Software Companies. ESEM 2011: 388-391
2010
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Joonas Iivonen, Mika Mäntylä, Juha Itkonen:
Characteristics of high performing testers: a case study. ESEM 2010
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Mika Mäntylä:
Empirical software evolvability - code smells and human evaluations. ICSM 2010: 1-6
2009
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Juha Itkonen, Mika Mäntylä, Casper Lassenius:
How do testers do it? An exploratory study on manual testing practices. ESEM 2009: 494-497
[c8]
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Jari Vanhanen, Mika Mäntylä, Juha Itkonen:
Lightweight Elicitation and Analysis of Software Product Quality Goals: A Multiple Industrial Case Study. IWSPM 2009: 42-52
2007
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Juha Itkonen, Mika Mäntylä, Casper Lassenius:
Defect Detection Efficiency: Test Case Based vs. Exploratory Testing. ESEM 2007: 61-70
[c6]
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Jari Vanhanen, Casper Lassenius, Mika Mäntylä:
Issues and Tactics when Adopting Pair Programming: A Longitudinal Case Study. ICSEA 2007: 70
2006
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Mika Mäntylä, Casper Lassenius:
Drivers for software refactoring decisions. ISESE 2006: 297-306
2005
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Mika Mäntylä:
An experiment on subjective evolvability evaluation of object-oriented software: explaining factors and interrater agreement. ISESE 2005: 287-296
2004
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Mika Mäntylä:
Developing New Approaches for Software Design Quality Improvement Based on Subjective Evaluations. ICSE 2004: 48-50
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Mika Mäntylä, Jari Vanhanen, Casper Lassenius:
Bad Smells - Humans as Code Critics. ICSM 2004: 399-408
2003
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Mika Mäntylä, Jari Vanhanen, Casper Lassenius:
A Taxonomy and an Initial Empirical Study of Bad Smells in Code. ICSM 2003: 381-384

Parts in Books or Collections

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2020
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Vahid Garousi, Michael Felderer, Mika V. Mäntylä, Austen Rainer:
Benefitting from the Grey Literature in Software Engineering Research. Contemporary Empirical Methods in Software Engineering 2020: 385-413

Informal and Other Publications

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2024
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Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Mutlu Beyazit, Joanna Kisaakye, Jesse Nyyssölä:
Few-Shot Cross-System Anomaly Trace Classification for Microservice-based systems. CoRR abs/2403.18998 (2024)
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Aleksi Huotala, Miikka Kuutila, Paul Ralph, Mika Mäntylä:
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews. CoRR abs/2404.15667 (2024)
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Shayan Hashemi, Mika Mäntylä:
Token Interdependency Parsing (Tipping) - Fast and Accurate Log Parsing. CoRR abs/2408.00645 (2024)
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Miikka Kuutila, Leevi Rantala, Junhao Li, Simo Hosio, Mika Mäntylä:
What Makes Programmers Laugh? Exploring the Subreddit r/ProgrammerHumor. CoRR abs/2410.07020 (2024)
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Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä, Ke Ping, Liqiang Wang:
Cross-System Software Log-based Anomaly Detection Using Meta-Learning. CoRR abs/2412.15445 (2024)
2023
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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 abs/2303.09656 (2023)
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Murali Sridharan, Leevi Rantala, Mika Mäntylä:
PENTACET data - 23 Million Contextual Code Comments and 500, 000 SATD comments. CoRR abs/2303.14029 (2023)
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Mika Mäntylä, Yuqing Wang, Jesse Nyyssölä:
LogLead - Fast and Integrated Log Loader, Enhancer, and Anomaly Detector. CoRR abs/2311.11809 (2023)
[i33]
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  - journals/corr/abs-2312-01934
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Jesse Nyyssölä, Mika Mäntylä:
Efficiency of Unsupervised Anomaly Detection Methods on Software Logs. CoRR abs/2312.01934 (2023)
2022
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  - journals/corr/abs-2202-04068
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Yuqing Wang, Mika Mäntylä, Zihao Liu, Jouni Markkula:
Test Automation Maturity Improves Product Quality - Quantitative Study of Open Source Projects Using Continuous Integration. CoRR abs/2202.04068 (2022)
[i31]
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  - journals/corr/abs-2202-09076
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Yuqing Wang, Mika V. Mäntylä, Zihao Liu, Jouni Markkula, Päivi Raulamo-Jurvanen:
Improving Test Automation Maturity: a Multivocal Literature Review. CoRR abs/2202.09076 (2022)
[i30]
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  - journals/corr/abs-2202-09214
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Mika Mäntylä, Martín Varela, Shayan Hashemi:
Pinpointing Anomaly Events in Logs from Stability Testing - N-Grams vs. Deep-Learning. CoRR abs/2202.09214 (2022)
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Jesse Nyyssölä, Mika Mäntylä, Martín Varela:
How to Configure Masked Event Anomaly Detection on Software Logs? CoRR abs/2208.01991 (2022)
2021
[i28]
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Shayan Hashemi, Mika Mäntylä:
Detecting Anomalies in Software Execution Logs with Siamese Network. CoRR abs/2102.01452 (2021)
[i27]
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Murali Sridharan, Mika Mäntylä, Leevi Rantala, Maëlick Claes:
Data Balancing Improves Self-Admitted Technical Debt Detection. CoRR abs/2103.13165 (2021)
[i26]
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Shayan Hashemi, Mika Mäntylä:
OneLog: Towards End-to-End Training in Software Log Anomaly Detection. CoRR abs/2104.07324 (2021)
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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 abs/2104.13713 (2021)
2020
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Maëlick Claes, Mika Mäntylä:
20-MAD - 20 Years of Issues and Commits of Mozilla and Apache Development. CoRR abs/2003.14015 (2020)
[i23]
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Yuqing Wang, Maaret Pyhäjärvi, Mika V. Mäntylä:
Test Automation Process Improvement in a DevOpsTeam: Experience Report. CoRR abs/2004.06381 (2020)
[i22]
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Yuqing Wang, Mika V. Mäntylä, Serge Demeyer, Kristian Wiklund, Sigrid Eldh, Tatu Kairi:
Software Test Automation Maturity - A Survey of the State of the Practice. CoRR abs/2004.09210 (2020)
[i21]
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Miikka Kuutila, Mika Mäntylä, Maëlick Claes:
Chat activity is a better predictor than chat sentiment on software developers productivity. CoRR abs/2004.09786 (2020)
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  - journals/corr/abs-2008-05159
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Leevi Rantala, Mika Mäntylä, David Lo:
Prevalence, Contents and Automatic Detection of KL-SATD. CoRR abs/2008.05159 (2020)
2019
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Miikka Kuutila, Mika Mäntylä, Umar Farooq, Maëlick Claes:
Time Pressure in Software Engineering: A Systematic Literature Review. CoRR abs/1901.05771 (2019)
[i18]
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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 abs/1904.05816 (2019)
[i17]
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Mika Mäntylä, Vahid Garousi:
Citations in Software Engineering - Paper-related, Journal-related, and Author-related Factors. CoRR abs/1908.04122 (2019)
[i16]
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  - journals/corr/abs-1911-12038
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Vahid Garousi, Michael Felderer, Mika V. Mäntylä, Austen Rainer:
Benefitting from the Grey Literature in Software Engineering Research. CoRR abs/1911.12038 (2019)
2018
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Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams:
Do Programmers Work at Night or During the Weekend? CoRR abs/1802.05084 (2018)
[i14]
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  - journals/corr/abs-1803-07292
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Mika V. Mäntylä, Fabio Calefato, Maëlick Claes:
Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline. CoRR abs/1803.07292 (2018)
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  - journals/corr/abs-1804-02153
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Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Umar Farooq:
Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developers. CoRR abs/1804.02153 (2018)
[i12]
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Miikka Kuutila, Mika Mäntylä, Maëlick Claes, Marko Elovainio, Bram Adams:
Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being. CoRR abs/1808.05409 (2018)
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  - journals/corr/abs-1808-08098
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Mika Mäntylä, Maëlick Claes, Umar Farooq:
Measuring LDA Topic Stability from Clusters of Replicated Runs. CoRR abs/1808.08098 (2018)
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  - journals/corr/abs-1808-10639
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Maëlick Claes, Mika Mäntylä, Umar Farooq:
On the Use of Emoticons in Open Source Software Development. CoRR abs/1808.10639 (2018)
[i9]
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Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja:
Test Case Prioritization Using Test Similarities. CoRR abs/1809.00138 (2018)
[i8]
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Alireza Haghighatkhah, Mika Mäntylä, Markku Oivo, Pasi Kuvaja:
Test Prioritization in Continuous Integration Environments. CoRR abs/1809.00143 (2018)
2017
[i7]
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Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio:
Reviewing Literature on Time Pressure in Software Engineering and Related Professions - Computer Assisted Interdisciplinary Literature Review. CoRR abs/1703.04372 (2017)
[i6]
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Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila:
Bootstrapping a Lexicon for Emotional Arousal in Software Engineering. CoRR abs/1703.09046 (2017)
[i5]
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Maëlick Claes, Mika Mäntylä, Miikka Kuutila, Bram Adams:
Abnormal Working Hours: Effect of Rapid Releases and Implications to Work Content. CoRR abs/1704.03652 (2017)
[i4]
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Vahid Garousi, Michael Felderer, Mika V. Mäntylä:
Guidelines for including the grey literature and conducting multivocal literature reviews in software engineering. CoRR abs/1707.02553 (2017)
2016
[i3]
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Mika Mäntylä, Bram Adams, Giuseppe Destefanis, Daniel Graziotin, Marco Ortu:
Mining Valence, Arousal, and Dominance - Possibilities for Detecting Burnout and Productivity? CoRR abs/1603.04287 (2016)
[i2]
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Miikka Kuutila, Mika Mäntylä, Päivi Raulamo-Jurvanen:
Benchmarking Web-testing - Selenium versus Watir and the Choice of Programming Language and Browser. CoRR abs/1611.00578 (2016)
[i1]
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Mika Viking Mäntylä, Daniel Graziotin, Miikka Kuutila:
The Evolution of Sentiment Analysis - A Review of Research Topics, Venues, and Top Cited Papers. CoRR abs/1612.01556 (2016)

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