Mika V. Mäntylä - Full list of publications

    A - Journals

  1. Hashemi S., Mäntylä M., "SiaLog: detecting anomalies in software execution logs using the siamese network ", Automated Software Engineering 29 (2), pp. 1-28, 2022
  2. Wang Y., Mäntylä M. V., Z Liu, J Markkula " Test automation maturity improves product quality—Quantitative study of open source projects using continuous integration"
  3. Wang Y., Mäntylä M., Liu Z., Markkula J., Raulamo-Jurvanen P., " Improving Test Automation Maturity: a Multivocal Literature Review ", Software Testing, Verification and Reliability, pp. 1-39 (accepted for publication)
  4. Kuutila, M; Mäntylä, M; Claes, M.; Elovainio, M.; Adams, B.; "Individual differences limit predicting well-being and productivity using software repositories: a longitudinal industrial study ", Empirical Software Engineering, 26, 5, 1-30,2021
  5. Kuutila M., Mäntylä M.V., Farooq U., Claes M., "What Do We Know About Time Pressure in Software Development?", IEEE Software 2021, pp. 1-6, (accepted for publication) , (free version)
  6. Rantala, L, and Mäntylä.M. "Predicting technical debt from commit contents: reproduction and extension with automated feature selection." Software Quality Journal (2020): 1-29.
  7. Kuutila, M., Mäntylä, M., Farooq, U., & Claes, M. (2020). "Time pressure in software engineering: A systematic review". Information and Software Technology, vol 121, May 2020 (publisher version)
  8. Garousi V., Pfahl, D., Fernandes J. M., Felderer M., Mäntylä M. V., Shepherd D., Acuri A., Coskunçay A., Tekinerdogan B. (2019). "Characterizing industry-academia collaborations in software engineering: evidence from 101 projects". Empirical Software Engineering, 24(4), 2540-2602.
  9. Garousi, V., Felderer, M., & Mäntylä, M. V. "Guidelines for including grey literature and conducting multivocal literature reviews in software engineering". Information and Software Technology, vol 106, 2019 101-121. (publisher version)
  10. Haghighatkhah A., Mäntylä M., Oivo M.  Kuvaja P., "Test Prioritization in Continuous Integration Environments", Journal of Systems and Software, vol 146, Dec 2018, pp. 80-98
  11. Mäntylä M. V. , D. Graziotin, and M. Kuutila, “The Evolution of Sentiment Analysis-A Review of Research Topics, Venues, and Top Cited Papers,” Computer Science Review, vol. 27, Feb 2018, Pages 16-32
  12. S Hosseini, B Turhan, M Mäntylä, "A benchmark study on the effectiveness of search-based data selection and feature selection for cross project defect prediction", Information and Software Technolog,  vol. 95, March 2018, pp. 296-312
  13. Luo C., Kuutila M., Klakegg S., Ferreira D., Flores H., Gonçalves H., Mäntylä M., Kostakos V.: TestAWARE: A Laboratory-Oriented Testing Tool for Mobile Context-Aware Applications. Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 1(3): 80:1-80:29 (2017)
  14. Garousi, V., Mäntylä M. V. "A systematic literature review of literature reviews in software testing", Information and Software Technology, vol 80, 2016, pp. 195-216
  15. Hemmati, H., Fang, Z., Mäntylä M. V., Adams, B., "Prioritizing Manual Test Cases in Rapid Release Environments", Software Testing Verification and Reliability, (accepted Jun/2016)
  16. Garousi, V., Mäntylä M. V.,  "When and what to automate in software testing? A multi-vocal literature review", Information and Software Technology, vol 76, 2016, pp. 92-117
  17. Garousi, V., Mäntylä M. V., "Citations, research topics and active countries in software engineering: A bibliometrics study", Computer Science Review, vol 56, 2016, pp. 56-77
  18. Itkonen, J., Mäntylä, M. V., Lassenius, C., "Test Better by Exploring: Harnessing Human Skills and Knowledge", IEEE Software, vol 33. issue 4, 2016 (Jul-Aug), pp. 90-96
  19. Arcelli Fontana, F., Mäntylä M. V., Zanoni M., Marino A., "Comparing and Experimenting Machine Learning Techniques for Code Smell Detection",  Empirical Software Engineering, vol 21, issue 3, 2016, pp. 1143-1191
  20. Mäntylä M. V., Adams B., Khomh F., Engström, E. and Petersen K., "On Rapid Releases and Software Testing: A Case Study and a Semi-Systematic Literature Review",  Empirical Software Engineering,  vol. 20, issue 5, Oct 2015, pp. 1384-1425
  21. Kupiainen, E., Mäntylä M. V., Itkonen J., "Using Metrics in Agile and Lean Software Development - A Systematic Literature Review of Industrial Studies",  Information and Software Technology, vol 62, June, 2015, pp. 143–163
  22. Lehtinen, T. O. A., Mäntylä, M. V., Itkonen J. Vanhanen J., "Diagrams or Structural Lists in Software Project Retrospectives – An Experimental Comparison", Journal of Systems and Software, vol 103, May, 2015, pp. 17-35
  23. Leppänen M., Mäkinen S. V.,  Pagels M. E, Eloranta V. P., Itkonen J., Mäntylä M. V., Männistö T.  "The Highways and Country Roads to Continuous Deployment", IEEE Software, vol. 32., no 2, March/April, 2015 pp. 64-71 (Special Issue in Release Engineering),
  24. Mäntylä, M. V. and Itkonen J., "How Are Software Defects Found? The Role of Implicit Defect Detection, Individual Responsibility, Documents, and Knowledge",  Information and Software Technology, vol 56, issue 12, Dec 2014, pp. 1597–1612 (Special Issue on Human Factors)
  25. Lehtinen, T. O. A., Mäntylä, M. V., Vanhanen J., Itkonen J., Lassenius, C.  "Perceived Causes of Software Project Failures - An Analysis of their Relationships", Information and Software Technology, vol. 56, issue 6, June 2014, pp. 623-643
  26. Itkonen J., Mäntylä M. V. "Are Test Cases Needed? Replicated Comparison between Exploratory and Test-Case-Based Software Testing",  Empirical Software Engineering, vol. 19, issue 2, April 2014, pp. 303-342
  27. Lehtinen, T. O. A., Virtanen, R., Viljanen, J. O., Mäntylä, M. V., Lassenius, C.  "A Tool Supporting Root Cause Analysis for Synchronous Retrospectives in Distributed Software Teams",  Information and Software Technology, vol. 56, issue 4, April 2014, pp. 408-437
  28. Vanhanen J., and Mäntylä M. V. "A Systematic Mapping Study of Empirical Studies on the Use of Pair Programming in the Industry", "Int'l Journal of Software Engineering and Knowledge Engineering, Vol. 23 Issue 9, Nov 2013, pp. 1221-1267,
  29. Kasoju, A, Petersen, K., Mäntylä M. V.,  "Analyzing an Automotive Testing Process with Evidence-Based Software Engineering",  Information and Software Technology, vol. 55, issue 7, July 2013, pp. 1237-1259
  30. Mäntylä, M. V. and Itkonen J., "More Testers - The Effect of Crowd Size and Time Restriction in Software Testing", Information and Software Technology, vol. 55, issue 6, June 2013, pp. 986–1003
  31. Itkonen, J., Mäntylä, M. V., Lassenius, C.,   "The Role of the Tester's Knowledge in Exploratory Software Testing", IEEE Transactions on Software Engineering, vol. 39, no 3, May 2013, pp. 707-724
  32. Mäntylä, M. V., Itkonen, J., Iivonen, J.,   "Who Tested My Software? Testing as an Organizationally Cross-Cutting Activity ", Software Quality Journal, vol. 20, issue 1, January 2012, pp. 145-172.
  33. Lehtinen. T. O. A., Mäntylä M. V., and Vanhanen J.  "Development and Evaluation of a Lightweight Root Cause Analysis Method (ARCA method) - Field Studies at Four Software Companies", Information and Software Technology vol. 53, issue 10, October 2011, pp.1045-1061
  34. Mäntylä, M. V. and Lassenius, C. "What Types of Defects Are Really Discovered in Code Reviews?" IEEE Transactions on Software Engineering, vol. 35, no 3, May/June 2009, pp. 430-448
  35. Mäntylä, M. V. and Lassenius, C. "Subjective Evaluation of Software Evolvability Using Code Smells: An Empirical Study". Empirical Software Engineering, vol. 11, no. 3, 2006, pp. 395-431.

    36. A - Conferences / Workshops (full paper reviewed)

  36. Nyyssölä, Jesse; Mäntylä, Mika; Varela, Martín; "How to Configure Masked Event Anomaly Detection on Software Logs?", 2022 IEEE International Conference on Software Maintenance and Evolution (ICSME),414-418,2022,IEEE,
  37. Sridharan, Murali; Mäntylä, Mika; Claes, Maëlick; Rantala, Leevi; " SoCCMiner: a source code-comments and comment-context miner" ,Proceedings of the 19th International Conference on Mining Software Repositories,,,242-246,2022
  38. Savic, Marko; Mäntylä, Mika; Claes, Maëlick, "Win GUI Crawler: A tool prototype for desktop GUI image and metadata collection", 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops, pp 1-5
  39. Mäntylä M., Varela M., Hashemi S, "Pinpointing Anomaly Events in Logs from Stability Testing–N-Grams vs. Deep-Learning", 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops, pp 1-5
  40. Sridharan, M., Mantyla, M., Rantala, L., & Claes, M. (2021). "Data Balancing Improves Self-Admitted Technical Debt Detection", The 18th International Conference on Mining Software Repositories (MSR 2021), Madrid Spain, pp. 1-10, 2021 https://arxiv.org/abs/2103.13165
  41. M Kuutila, MV Mäntylä, M Claes, "Chat activity is a better predictor than chat sentiment on software developers productivity" ICSEW'20: Proceedings of the IEEE/ACM 42nd International Conference on Software Engineering Workshops/span>, June 2020,  The 5th International Workshop on Emotion Awareness in Software Engineering (SEMOTION), Pages 553-556
  42. Rantala L, MäntyläM, and Lo D.. "Prevalence, Contents and Automatic Detection of KL-SATD.", 46th  Euromicro Conference on Software Engineering and Advanced Applications (SEAA'20), pp , 385-388, 2020 
  43. Wang Y., MäntyläM. V., Demeyer S., Wiklund K., Eldh S., & Kairi, T Software Test Automation Maturity: A Survey of the State of the Practice, 15th International Conference on Software Technologies, pp. 1-12
  44. Wang Y. Pyhäjärvi, Mäntylä M. Test Automation Process Improvement in a DevOps Team: Experience Report, In Proceedings of IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), pp 1-5.
  45. Claes M, Mäntylä M. V.,” 20-MAD - 20 Years of Issues and Commits of Mozilla and Apache Development/a>.” ", The 17th International Conference on Mining Software Repositories (MSR 2020), Oct 28--29, 2020, Seoul, South-Korea, pp. 1-5
  46. Raulamo-Jurvanen, P., Hosio, S., &  Mäntylä, M. V. (2019, November). Applying Surveys and Interviews in Software Test Tool Evaluation. In International Conference on Product-Focused Software Process Improvement (PROFES) (pp. 20-36). Springer, Cham.
  47. Raulamo-Jurvanen, P., Hosio, S., & Mäntylä, M. V. (2019, April). Practitioner Evaluations on Software Testing Tools. In Proceedings of the Evaluation and Assessment on Software Engineering (EASE) (pp. 57-66). ACM.
  48. Wang, Y., Mäntylä, M., Eldh, S., Markkula, J., Wiklund, K., Kairi, T., ... & Haukinen, A. (2019, April). "A Self-assessment Instrument for Assessing Test Automation Maturity". In Proceedings of the Evaluation and Assessment on Software Engineering (EASE) (pp. 145-154). ACM.
  49. Raulamo-Jurvanen, P., Hosio, S., & Mäntylä, M. V. (2019, November). Applying Surveys and Interviews in Software Test Tool Evaluation. In International Conference on Product-Focused Software Process Improvement (pp. 20-36). Springer, Cham.
  50. Haghighatkhah A., Mäntylä M., Oivo M.  Kuvaja P. "Test Case Prioritization Using Test Similarites", Proceedings of the 19th International Conference on Product-Focused Software Process Improvement (Profes), pp - ,  Nov 28-30, 2018
  51. Kuutila M., Mäntylä M., Claes M., Elovainio M., Adams B.., "Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being"  in Proceedings of the 12th  International Symposium on Empirical Software Engineering and Measurement (ESEM), pp 1-10,  Oct 11-12, 2018, Oulu, Finland
  52. Mäntylä M. V., Claes M,  Farooq U., "Measuring LDA Topic Stability from Clusters of Replicated Runs" in Proceedings of the 12th  International Symposium on Empirical Software Engineering and Measurement (ESEM), pp 1-4,  Oct 11-12, 2018, Oulu, Finland
  53. Claes M,  Mäntylä M. V., Farooq U.,  "On the Use of Emoticons in Open Source Software Development", in Proceedings of the 12th  International Symposium on Empirical Software Engineering and Measurement (ESEM), pp 1-4,  Oct 11-12, 2018, Oulu, Finland
  54. Claes M,  Mäntylä M. V., Kuutila M., Adams B., "Do Programmers Work at Night or During the Weekend?",  n Proceedings of the 40th IEEE International Conference on Software Engineering (ICSE), pp. 1-12, May 26 - 30, 2018, Gothenburg, Sweden (accepted as a full research paper)
  55. Mäntylä M. V., Calefato F., Claes M, "Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline", The 15th International Conference on Mining Software Repositories (MSR 2018), May 28--29, 2018, Gothenburg, Sweden, pp. 1-5   (Code + Data:  https://github.com/M3SOulu/NLoN)
  56. Claes M,  Mäntylä M. V., Kuutila M., Farooq U.  "Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developer ", The 15th International Conference on Mining Software Repositories (MSR 2018), May 28--29, 2018, Gothenburg, Sweden, pp. 1-5 
  57. Raulamo-Jurvanen P., Mäntylä, M. V., Garousi, V., "Choosing the Right Test Automation Tool: a Grey Literature Review of Practitioner Sources", Evaluation and Assessment in Software Engineering (EASE), June 15-16 2017, Karskrona, Sweden, pp. 1-10
  58. Mäntylä M. V., Novielli N., Lanubile F., Claes M., Kuutila M., "Bootstrapping a Lexicon for Emotional Arousal in Software Engineering",  The 14th International Conference on Mining Software Repositories (MSR 2017), May 20-21, 2017, Buenos Aires, Argentina, pp. 1-5
  59. Claes M., Kuutila M., Mäntylä M. V., Adams, B. "Abnormal Working Hours: Effect of Rapid Releases and Implications to Work Content", The 14th International Conference on Mining Software Repositories (MSR 2017), May 20-21, 2017, Buenos Aires, Argentina, pp. 1-5
  60. Kuutila M, Mäntylä, M. V, Claes, M., Elovainio M. "Reviewing Literature on Time Pressure in Software Engineering and Related Professions" The second International Workshop on Emotion Awareness in Software Engineering ICSE 2017 Workshop (SEmotion) - Buenos Aires, Argentina - May 21, 2017, pp. 1-6
  61. Raulamo-Jurvanen P., Kakkonen K., Mäntylä, M. V., "Using Surveys and Web-Scraping to Select Tools for Software Testing Consultancy" Proceedings of the 17th International Conference on Product-Focused Software Process Improvement (PROFES), pp. 1-16
  62. Mäntylä, M. V., Smolander, "Gamification of Software Testing - an MLR",  Proceedings of the 17th International Conference on Product-Focused Software Process Improvement (PROFES), pp. 1-4
  63. Hosseini S., Turhan B, Mäntylä M. "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 (PROMISE 2016), pp. 1-10
  64. C. Luo, M. Kuutila, S. Klakegg, D. Ferreira, H. Flores, J. Goncalves, V. Kostakos, M. Mäntylä. 2016. "How to Validate Mobile Crowdsourcing Design? Leveraging Data Integration in Prototype Testing", Proc. International Joint Conference on Pervasive and Ubiquitous Computing Adjunct (UbiComp Adjunct), ACM.
  65. Garousi V., Felderer M., Mäntylä M. V. "The need for multivocal literature reviews in software engineering: complementing systematic literature reviews with grey literature", 20th International Conference on Evaluation and Assessment in Software Engineering (EASE), June 2-3, Limerick, Ireland (6 pages)
  66. Mäntylä M. V., Adams B.,  Destefanis G., Graziotin D., Ortu M., "Mining Valence, Arousal, and Dominance - Possibilities for Detecting Burnout and Productivity?", 13th International Conference on Mining Software Repositories (MSR 2016), May 14-15, 2016, Austin, TX, USA (12 pages)
  67. Raappana P., Saukkoriipi S. Tervonen I., Mäntylä M. V., "The Effect of Team Exploratory Testing – Experience Report from F-Secure",  11th Workshop on Testing: Academia-Industry Collaboration, Practice and Research Techniques (TAIC-PART) April 11, 2016, Chicago, IL, USA (slides)
  68. Raulamo-Jurvanen, P., Mäntylä, M. V., Garousi, V., "Citation and Topic Analysis of the ESEM papers", in Proceedings of the 9th  International Symposium on Empirical Software Engineering and Measurement (ESEM)
  69. Laukkanen E, Mäntylä M. V., "Build Waiting Time in Continuous Integration – An Initial Interdisciplinary Literature Review",  in Proceedings of the 2nd International Workshop on Rapid Continuous Software Engineering (ICSE workshop), (RCoSE), Firenze, Italy, 2015
  70. Hemmati, H., Fang H., Mantyla M. V.,  "Prioritizing Manual Test Cases in Traditional and Rapid Release Environments", in Proceedings of 8th IEEE International Conference on Software Testing, Verification and Validation (ICST) (accepted Dec/2014)
  71. Johansson J., Borg M., Runeson P., Mäntylä M. V. "A replicated study on duplicate detection: Using Apache Lucene to search among Android defects " In Proceedings of the 8th ACM-IEEE International Symposium on Software Engineering and Measurement (ESEM 2014), Torino, Italy, September 2014. (short paper)
  72. Pfahl D., Yin H, Mäntylä M. V., Münch J., "How is Exploratory Testing Used? A State-of-the-Practice Survey". In Proceedings of the 8th ACM-IEEE International Symposium on Software Engineering and Measurement (ESEM 2014), Torino, Italy, September 2014.
  73. Kupiainen, E., Mäntylä M. V., Itkonen J., "Why are industrial agile teams using metrics and how do they use them?", in Proceedings of  5th International Workshop on Emerging Trends in Software Metrics (WeTSOM 2014) (ICSE workshop), June 3, 2014, Hyderabad, India
  74. Mäntylä M. V., Petersen K., Lehtinen, T. O. A., Lassenius, C. "Time Pressure - A Controlled Experiment of Test-case Development and Requirements Review",  in Proceedings of the 36th IEEE International Conference on Software Engineering (ICSE), pp. 83-94, May 31 - June 7, 2014, Hyderabad, India (accepted as a full research paper)
  75. Engström E, Mäntylä M.V., Runeson P., Borg, M. "Supporting Regression Test Scoping with Visual Analytics", in Proceedings of the 7th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2014 (ICST),  March 31 - April 4, 2014, Cleveland, Ohio, USA
  76. Mäntylä M. V., Khomh F., Adams B, Engström, E. and Petersen K., On Rapid Releases and Software Testing, in Proceedings of the 29th IEEE International Conference on Software Maintenance (ICSM), pp. 20-29, 22 - 28 September 2013 - Eindhoven, The Netherlands. (slides)
  77. Arcelli Fontana, F., Zanoni M., Marino A.,  Mäntylä M. V. , "Code Smell Detection: towards a Machine Learning-based Approach" in Proceedings of the 29th IEEE International Conference on Software Maintenance (ICSM), pp. 396-399, 22 - 28 September 2013 - Eindhoven, The Netherlands.
  78. X. Zhou and  Mäntylä M. , "Defect Bash - Literature Review", in Proceedings of the 8th Evaluation of Novel Approaches to Software Engineering  (ENASE), pp. 125-131, 2013,  Eseo, France
  79. Mäntylä M. V., Petersen K. and Pfahl D., “How many individuals to use in a QA task with fixed total effort? ” in Proceedings of the 6th International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 311-314  2012, Lund, Sweden
  80. Ali N. B., Petersen K. and Mäntylä M. V., “Testing Highly Complex System of Systems: An Industrial Case Study” in Proceedings of the 6th International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 211-220, 2012, Lund , Sweden
  81. Rafi, D. M., Moses, K. R. K., Petersen K., Mäntylä, M. V., “Benefits and Limitations of Automated Software Testing: Systematic Literature Review and Practitioner Survey” in Proceedings of the 7th International Workshop on Automation of Software Test (co-located with ICSE) (AST), pp. 36-42, 2012, Zurich Switzerland
  82. Lehtinen T. O. A., Mäntylä M. V., What are problem causes of software projects? – Data of Root Cause Analysis at Four Software Companies” in Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 388-391, 2011, Banff, Canada
  83. Laukkanen E. I. and Mäntylä M. V. "Survey Reproduction of Defect Reporting in Industrial Software Development in Proceedings of the 5th International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 197-206, 2011, Banff, Canada
  84. Mäntylä M. V. and Vanhanen J., "Software Deployment Activities and Challenges – An Industrial Case Study of Four Software Product Companies", in Proceedings of the 16th European Conference on Software Maintenance and Reengineering, (CSMR), 131 - 140, 2011
  85. Mäntylä M. V., "Empirical Software Evolvability – Code Smells and Human Evaluations", PhD dissertation synopsis, in Proceedings of the 26th International Conference on Software Maintenance (ICSM), 2010, pdf
  86. Iivonen J., Mäntylä M. V., Itkonen J., "Characteristics of High Performing Testers – A Case Study", poster in Proceedings of the fourth International Symposium on Empirical Software Engineering and Measurement (ESEM) 2010, pdf
  87. Mäntylä M. V., Lassenius C., Vanhanen J., "Rethinking Replication in Software Engineering: Can We See the Forest for the Trees?",  (ICSE workshop RESER), 2010, pdf
  88. Itkonen, J., Mäntylä, M. V., Lassenius C., "How Do Testers Do It? An Exploratory Study on Manual Testing Practices", short paper in Proceedings of the third International Symposium on Empirical Software Engineering and Measurement (ESEM), 2009
  89. Vanhanen, J., Mäntylä, M. V., Itkonen J., " Lightweight Elicitation and Analysis of Software Product Quality Goals – A Multiple Industrial Case Study", in Proceedings of the third International Workshop on Software Product Management (IWSPM), 2009
  90. Itkonen, J., Mäntylä, M. V., Lassenius C, "Defect Detection Efficiency: Test Case Based vs. Exploratory Testing", in Proceedings of the first International Symposium on Empirical Software Engineering and Measurement (ESEM), 2007
  91. Vanhanen, J., Lassenius C., and Mäntylä M. V., "Issues and Tactics when Adopting Pair Programming: A Longitudinal Case Study", In Proceedings of the Second International Conference on Software Engineering Advances (ICSEA 2007)
  92. Mäntylä, M. V. and Lassenius, C., "Drivers for Software Refactoring Decisions." in Proceedings of the 5th International Symposium on Empirical Software Engineering (ISESE), pp. 297-306, 2006, Rio de Janeiro, Brasil.Available as: pdf
  93. Mäntylä, M. V., "An Experiment on Subjective Evolvability Evaluation of Object-Oriented Software: Explaining Factors and Interrater Agreement", in Proceedings of the 4th International Symposium on Empirical Software Engineering (ISESE),pp. 287-296, 2005, Noosa, Australia
  94. Mäntylä, M. V., Vanhanen, J, and Lassenius, C., "Bad Smells - Humans as Code Critics", in Proceedings of the International Conference on Software Maintenance (ICSM), 399-408, 2004, Chicago, Illinois, USA
  95. Mäntylä, M, "Developing New Approaches for Software Design Quality Improvement Based on Subjective Evaluations" in Proceedings of the International Conference on Software Engineering (doctoral symposium) (ICSE), pp. 48-50, 2004, Edinburgh, Scotland
  96. Mäntylä, M., Vanhanen, J, and Lassenius, C., "A Taxonomy and an Initial Empirical Study of Bad Smells in Code", in Proceedings of the International Conference on Software Maintenance (ICSM), pp. 381-384, 2003, Amsterdam The Netherlands

    97. A - Book Chapeters (reviewed)

  97. Garousi V., Felderer M., Mäntylä M., Rainer A., "Benefitting from the grey literature in software engineering research" Contemporary Empirical Methods in Software Engineering, 385-413, Springer, 2020
  98. Rodriguez, P., Mäntylä M., Oivo M., Lwakatare L., Seppänen P., Kuvaja P., "Advances in Using Agile and Lean Processes for Software Development",  Advances in Computers, 2018

    99. B - Non-refereed scientific articles

  99. Garousi, Vahid; Rainer, Austen; Felderer, Michael; Mäntylä, Mika V; ", Introduction to the Special Issue on: Grey Literature and Multivocal Literature Reviews (MLRs) in software engineering, Information and Software Technology,141,106697,2022,Elsevier
  100. Hashemi V,  Mäntylä M., "OneLog: Towards End-to-End Training in Software Log Anomaly Detection", 2021 (submitted for review)
  101. Hashemi V, Mäntylä M., Detecting Anomalies in Software Execution Logs with Siamese Network, https://arxiv.org/abs/2102.01452, 2021 (Submitted for review)
  102. Mäntylä M. V., Garousi V. "Citations in Software Engineering--Paper-related, Journal-related, and Author-related Factors" https://arxiv.org/abs/1908.04122 , 2020      
  103. Mäntylä M. V, Jørgensen J., Ralph P, Erdogmus H.,""Guest editorial for special section on success and failure in software engineering"nbsp; Empirical Software Engineering,  vol. 22, issue 5, Oct 2017, pp. 2281-2297
  104. Kuutila M. Mäntylä M., Raulamo, "Benchmarking Web-testing - Selenium versus Watir and the Choice of Programming Language and Browser" https://arxiv.org/abs/1611.00578 , 2016

    105.  

    D - Publications intended for professional communities 

  105. Mäntylä, M.,  "Software Design and Implementation," in Pacing Software Product Development: A Framework and Practical Guidelines, Helsinki University of Technology, Software Business and Engineering Institute Technical reports 3, eds. K. Rautiainen and C. Lassenius Eds. Espoo: Otamedia Oy, 2004, pp. 49-76.

     

    106. G - Thesis

  106. Mäntylä, M., "Software Evolvability – Empirically Discovered Evolvability Issues and Human Evaluations", Doctoral Thesis, Helsinkin University of Technology, 2009. Available as: pdf and tiedote.
  107. Mäntylä, M. :"Two Experiments on Subjective Evaluation of Code Evolvability" Licentiate Thesis. Helsinkin University of Technology, 2005. Available as: pdf
  108. Mäntylä, M., "Bad Smells in Software – a Taxonomy and an Empirical Study". Master's Thesis, Helsinki University of Technology, Software Business and Engineering Institute, 2003.Available as: pdf