publications

Books

My PhD thesis: Teemu Kanstrén. A Framework for Observation-Based Modelling in Model-Based Testing. Espoo 2010. VTT Publications 727. 93 p. + app. 118 p. PDF
Book Chapter: P. Aho, T. Kanstrén, T. Räty, J. Röning,Automated Extraction of GUI Models for Testing, Advances in Computers, August 2014.

Journals

T. Kanstrén, “An A Systematic Review and Taxonomy of Runtime Invariance in Software Behaviour”, International Journal on Advances in Software, vol. 4, no. 3 and 4, 2011.
T. Kanstrén, R. Savola, S. Haddad, A. Hecker, “An Adaptive and Dependable Distributed Measurement Framework”, International Journal on Advances in Security, vol. 4, no. 1 and 2, 2011.
M. Pollari, T. Kanstrén, “Probe Framework - A Generic Approach for System Instrumentation”, International Journal on Advances in Intelligent Systems, vol. 3, no. 1 and 2, 2010.
T. Kanstrén, “Towards a Deeper Understanding of Test Coverage”, Journal of Software Maintenance and Evolution: Research and Practice, vol. 20, no. 1, 2008, pp. 59-76.
K. Henttonen, M. Matinlassi, E. Niemelä, T. Kanstrén, “Integrability and Extensibility Evaluation from Software Architecture Models – A Case Study”, The Open Software Engineering Journal, vol. 1, no. 1, 2007.

Magazines

T. Kanstrén, "Test Design with Model-Based Testing", Testing Experiences, no. 24, December 2013. PDF
O-P. Puolitaival, T. Kanstrén, “Mallipohjainen testaus ennen, nyt ja tulevaisuudessa”, Systeemityölehti, Sytyke RY, no.4, 2010.

Conferences/Workshops

T. Kanstrén, "Machine Learning in Network Analysis and Software Testing", 2018. A short review I made for myself to get an idea of applications, and tuning of machine learning for software testing and network analysis. Unpublished but maybe useful for someone? pdf.
T. Kanstrén, "Valtuustopilvi: Building Wordclouds for Search", 2018. Describes the search-engine I made and hosted for City of Oulu. Never got published, no project, no funding. Exploratory search workshop might have worked. Anyway, maybe useful for someone? pdf.
T. Kanstrén, J. Mäkelä, P. Karhula, "Architectures and Experiences in Testing IoT Communications", First International Workshop on Verification and Validation of Internet of Things (VV-IoT), 2018, best paper award.
T. Kanstrén, P. Savolainen, P. Heino, K. Kanstrén, "A Study on Cybersecurity Industrial End-User Perspectives in Finland", 4th International Workshop on Measurability of Security in Software Architectures (MeSSa), 2017, link.
T. Kanstrén, "Experiences in Testing and Analysing Data Intensive Systems", IEEE International Conference on Software Quality, Reliability and Security (QRS, industry track), 2017, link.
T. Kanstrén, J. Liikka, J. Mäkelä, M. Luoto, J. Prokkola, "Preliminary Big Data in a 5G Test Network", IEEE Workshop on Big Data and Machine Learning in Telecom (part of IEEE Big Data 2016),Washington DC, USA, 5-8 december 2016. link
T. Kanstrén, J. Liikka, J. Mäkelä, P. Ruuska, "Testing IoT Services and Devices in a 5G Test Network", 4th ETSI User Conference on Advanced Automated Testing (UCAAT), Budapest, Hungary, 26-28 October 2016. PDF
T. Kanstrén, J. Mäkelä, E. Piri, J. Liikka, A. Hekkala,"Testing Technologies to Support Network and Services Testing in a 5G Test Network", the 12th Advanced International Conference on Telecommunications (AICT), Valencia, Spain, May 22-26, 2016. link
T. Kanstrén, A. Evesti, "A Study on the State of Practice in Security Situational Awareness", The 5th IEEE International Workshop on Information Assurance, Vienna, Austria, August 1-3, 2016 link.
T. Kanstrén, J. Perälä, "Testing Technologies in Finnish 5G Test Network", 3rd ETSI User Conference on Advanced Automated Testing (UCAAT), Sophia Antipolis, French Riviera, 20-22 October 2015. PDF
T. Kanstrén, M. Chechik, J-P. Tolvanen, "A Process for Model Transformation Testing", 10th Workshop on System Testing and Validation (STV'15), Sophia Antipolis, France, October 19, 2015. PDF
T. Kanstrén, A. Evesti, "Security Metrics, Secure Elements, and Operational Measurement Trust in Cloud Environments", 11th International Workshop on Security and Trust Management (STM), Vienna, Austria - September 21-22, 2015. PDF
T. Kanstrén, S. Lehtonen, H. Kukkohovi, "Opportunities in Using a Secure Element to Increase Confidence in Cloud Security Monitoring", 8th IEEE International Conference on Cloud Computing (CLOUD'15), New York, June 27-July 2, 2015. PDF
T. Kanstrén, P. Aho, A., Lämsä, H. Martin, J. Liikka, M. Seppänen,"Robot-Assisted Smartphone Performance Testing", 7th IEEE International Conference on Technologies for Practical Robot Applications (TEPRA'15), Boston, Massachusetts, May 11-12, 2015. PDF
P. Aho, M. Suarez, A. Memon, T. Kanstrén, "Making GUI Testing Practical: Bridging the Gaps", 12th International Conference on Information Technology: New Generations (ITNG'15), Las Vegas, Nevada, April 13-15, 2015. PDF
T. Kanstrén, S. Lehtonen, R. Savola, H. Kukkohovi, K. Hätönen, "Architecture for High Confidence Cloud Security Monitoring", 3rd IEEE International Conference on Cloud Engineering (IC2E'15), Tempe, Arizona, March 9-12, 2015. PDF
T. Kanstrén, M. Chechik, "Trace Reduction and Pattern Analysis to Assist Debugging in Model-Based Testing", 5th IEEE International Workshop on Program Debugging (IWPD'14), Naples, Italy, November 3-6, 2014. PDF
T. Kanstrén, P. Aho, "Towards a Holistic Architecture for a SIP Test Framework", 6th International Conference on Advances in System Testing and Validation Lifecycle (VALID2014), Nice, France, October 12-16, 2014. PDF
T. Kanstrén, M. Chechik, "A Comparison of Three Black-Box Optimization Approaches to Model-Based Testing", 5th International Workshop on Automating Test Case Design, Selection and Evaluation (ATSE'14), Warsaw, Poland, September 7, 2014. PDF
T. Kekkonen, T. Kanstrén, K. Hätönen, "Towards Trusted Environment in Cloud Monitoring", The 11th International Conference on Information Technology: New Generations (ITNG 2014), April 7-9, Las Vegas, USA, 2014. link
P. Aho , M. Suarez, T. Kanstrén, A. Memon, "Murphy Tools: Utilizing Extracted GUI Models for Industrial Software Testing", 9th Testing: Academic & Industrial Conference - Practice and Research Techniques (TAIC-PART 2014), Cleveland, Ohio, April 4, 2014. PDF
T. Kanstrén, T. Kekkonen, "Distributed Online Test Generation for Model-Based Testing", The 20th Asia-Pacific Software Engineering Conference (APSEC 2013), December 2-5, Bangkok, Thailand, 2013.link
P. Aho, M. Suarez, T. Kanstrén, A. Memon, "Industrial Adoption of Automatically Extracted GUI Models for Testing", International Workshop on Experiences and Empirical Studies in Software Modelling (EESSMod 2013), Miami, USA, October 1, 2013.link
T. Kanstrén, "A Review of Domain-Specific Modelling and Software Testing", The 8th International Multi-Conference on Computing in the Global Information Technology, July, 21-25, Nice, France, 2013.
T. Kekkonen, T. Kanstrén, J. Heikkinen, "Experiences in Test Automation for Multi-Client System with Social Media Backend", The 4th International Conference on Advances in System Testing and Validation Lifecycle (VALID 2012), November, 18-23, 2012.PDF
T. Kanstrén, E. Piel, H-G. Gross, "Using Reverse-Engineered Test-Based Models to Generate More Tests: Where is the Sense in That?", In Proceedings of the 9th International Conference on Information Technology - New Generations (ITNG 2012), April, 16-18, 2012. link
R. Savola, T. Kanstrén, K. Hatonen, M. Myllyaho, "Utilizing a Measurement Architecture and Methodology for Risk-Driven Operational Security Assurance - Experiences from a Case Study", In Proceedings of the 8th International Conference on Networking and Services (ICNS 2012), March, 25-30, 2012. PDF
T. Kanstrén, O-P. Puolitaival, "Using Built-In Domain-Specific Modeling Support to Guide Model-Based Test Generation", In Proceedings of the 7th Workshop on Model-Based Testing (MBT 2012), March, 25, 2012. PDF
T. Kanstrén, O-P. Puolitaival, V-M. Rytky, A. Saarela, J. Keränen, "Experiences in Setting up Domain-Specific Model-Based Testing", In Proceedings of the 2012 IEEE International Conference on Industrial Technology (ICIT 2012), March, 19-21, 2012. link
O-P. Puolitaival, T. Kanstrén, V-M. Rytky, A. Saarela, "Utilizing Domain-Specific Modelling for Software Testing", In Proceedings of the 3rd International Conference on Advances in System Testing and Validation Lifecycle (VALID 2011), October, 23-29, 2011. PDF
T. Kanstrén, O-P. Puolitaival, J. Perälä, "An Approach to Modularization in Model-Based Testing", In Proceedings of the 3rd International Conference on Advances in System Testing and Validation Lifecycle (VALID 2011), October, 23-29, 2011. PDF
S. Haddad, A. Hecker, B. Marquet, S. Dubus, T. Kanstrén, R. Savola, "Operational Security Assurance Evaluation in Open Infrastructures", 6th IEEE International Conference on Risk and Security of Internet and Systems (CRISIS 2011), Timisoara, Romania, September, 26-28, 2011. link
T. Kanstrén, "Towards a Taxonomy of Dynamic Invariants in Software Behaviour", In Proceedings of the 2nd International Conference on Pervasive Patterns and Applications (PATTERNS2010), Lisbon, Portugal, November 21-26, 2010. PDF
O-P. Puolitaival, T. Kanstrén, "Towards Flexible and Efficient Model-Based Testing, Utilizing Domain-Specific Modelling", In Proceedings of the 10th Workshop on Domain-Specific Modeling, Reno, USA, 17-18 Oct., 2010. PDF
T. Kanstrén, R. Savola, A. Evesti, H. Pentikäinen, A. Hecker, M. Ouedraogo, K. Hätönen, P. Halonen, C. Blad, O. López, S. Ros, "Towards an Abstraction Layer for Security Assurance Measurements", In Proceedings of the 1st International Workshop on Measurability of Security in Software Architectures (MESSA2010), Augugest 23, Copenhagen, Denmark, 2010. link
M. Jaakola, J. Eskeli, M. Pollari, T. Kanstrén, J. Kääriäinen, M. Piippola, “Integrated Path from Run-time Measurements to Design Decisions: Case Study in Performance Analysis”, In Proceedings of the 2nd International Conference on Advances in System Simulation (SIMUL2010), Nice, France, August 22-27, 2010.
T. Kanstrén, “Definition of Core Requirements and a Reference Architecture for a Dependable, Secure and Adaptive Distributed Monitoring Framework”, 3rd International Conference on Dependability (DEPEND 2010), Venice/Mestre, Italy, July 18-25, 2010.
T. Kanstrén, “Behaviour Pattern-Based Model Generation for Model-Based Testing”, 1st International Conference on Pervasive Patterns and Applications (PATTERNS 2009), Athens, Greece, November 15-20, 2009.
T. Kanstrén, “Program Comprehension for User-Assisted Test Oracle Generation”, 4th International Conference on Software Engineering Advances (ICSEA 2009), Porto, Portugal, September 20-25, 2009.
M. Pollari, T. Kanstrén, “A Probe Framework for Monitoring Embedded Real-Time Systems”, 4th International Conference on Internet Monitoring and Protection (ICIMP2009), Venice, Italy, May 24-28, 2009.
P. Tuuttila, T. Kanstrén, “Test Result Visualization and Analysis with Principal Component Analysis”, 21st International Conference on Software & Systems Engineering and their Applications (ICSSEA 2008), Paris, France, December 9-11, 2008.
K. Kolehmainen, M. Hongisto, T. Kanstrén, “Optimizing Dynamic Performance Scaling for User Interface Performance”, 5th International Conference on Mobile Technology, Applications and Systems, Mobility Conference 2008, Yilan, Taiwan, September 10-12, 2008.
T. Kanstrén, “A Study on Design for Testability in Component-Based Embedded Software”, 6th International Conference on Software Engineering Research, Management and Applications (SERA2008), Prague, Czech Republic, August, 20-22, 2008.
O-P. Puolitaival, M. Luo, T. Kanstrén, “On the Properties and Selection of Model-Based Testing tool and Technique”, 1st Workshop on Model-Based Testing in Practice (MOTIP2008), Berlin, Germany, Jun 12, 2008.
T. Kanstrén, “Towards Trace Based Model Synthesis for Test Automation and Program Understanding”, 2nd International Conference on Software Engineering Advances (ICSEA 2007), Cap Esterel, French Riviera, August 25-31, 2007.
T. Kanstrén, E. Tikkala, and M. Rapeli, “Performance and Protocol Testing of User Equipment in 3G Networks”, 4th IASTED International Conference on Communication Systems and Networks (AsiaCSN 2007), April 2-4, Phuket, Thailand, 2007.
T. Kanstrén, M. Hongisto, and K. Kolehmainen, “Integrating and Testing a System Wide Feature in a Legacy System: An Experience Report”, 11th European Conference on Software Maintenance and Reengineering (CSMR 2007), Amsterdam, Netherlands, March 21-23, 2007.