Mikko Raatikainen

74 papers A 4B 19C 1Misc 2Journal 23Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Implementing AI ethics in practice and the question of 'who?' A framework and a multiple case study. AI Ethics Kai-Kristian Kemell, Patrik Floréen, Mikko Raatikainen, Jukka K. Nurminen
2025	Misc	`conf`	A Design Framework for Cloud-HPC Integration in MLOps. SAC Niila Siilasjoki, Mikko Raatikainen, Jukka K. Nurminen
2025	B	`conf`	Cost of Artificial Intelligence: A Survey in Finnish Software Companies. PROFES Antti Klemetti, Anssi Sorvisto, Mikko Raatikainen, Jukka K. Nurminen
2025	J	`jnl`	Machine Learning Lineage for Trustworthy Machine Learning Systems: Information Framework for MLOps Pipelines. IEEE Softw. Mikko Raatikainen, Charalampos Souris, Jukka J. Remes, Vlad Stirbu
2024	B	`conf`	On Modularity of Neural Networks: Systematic Review and Open Challenges. ICSR Riku Alho, Mikko Raatikainen, Lalli Myllyaho, Jukka K. Nurminen
2024	J	`jnl`	Removing Neurons From Deep Neural Networks Trained With Tabular Data. IEEE Open J. Comput. Soc. Antti Klemetti, Mikko Raatikainen, Juhani Kivimäki, Lalli Myllyaho, Jukka K. Nurminen
2023	B	`conf`	Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. SEAA Yumo Luo, Mikko Raatikainen, Jukka K. Nurminen
2023	—	`conf`	Experiences on a Frameworkless Micro-Frontend Architecture in a Small Organization. ICSA-C Tomi Männistö, Antti-Pekka Tuovinen, Mikko Raatikainen
2023	J	`jnl`	Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects. IEEE Trans. Software Eng. Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
2023	J	`jnl`	Systematic Literature Review on Cost-Efficient Deep Learning. IEEE Access Antti Klemetti, Mikko Raatikainen, Lalli Myllyaho, Tommi Mikkonen, Jukka K. Nurminen
2023	—	`conf`	Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. TKTP Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
2022	J	`jnl`	On misbehaviour and fault tolerance in machine learning systems. J. Syst. Softw. Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
2022	J	`jnl`	Toward Multiconcern Software Development With Everything as Code. IEEE Softw. Vlad Stirbu, Mikko Raatikainen, Joel Röntynen, Vlas Sokolov, Timo Lehtonen, Tommi Mikkonen
2021	—	`conf`	Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. WAIN@ICSE Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen, Elina Kettunen, Tommi Mikkonen
2021	J	`jnl`	Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. CoRR Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen, Elina Kettunen, Tommi Mikkonen
2021	J	`jnl`	Improved dependency management for issue trackers in large collaborative projects. CoRR Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
2021	—	`conf`	Is Machine Learning Software Just Software: A Maintainability View. SWQD Tommi Mikkonen, Jukka K. Nurminen, Mikko Raatikainen, Ilenia Fronza, Niko Mäkitalo, Tomi Männistö
2021	B	`conf`	Migrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture. PROFES Antti Loukiala, Juha-Pekka Joutsenlahti, Mikko Raatikainen, Tommi Mikkonen, Timo Lehtonen
2021	J	`jnl`	On Misbehaviour and Fault Tolerance in Machine Learning Systems. CoRR Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
2021	B	`conf`	State of the Practice in Application Programming Interfaces (APIs): A Case Study. ECSA Mikko Raatikainen, Elina Kettunen, Ari Salonen, Marko Komssi, Tommi Mikkonen, Timo Lehtonen
2021	J	`jnl`	Systematic Literature Review of Validation Methods for AI Systems. CoRR Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
2021	J	`jnl`	Systematic literature review of validation methods for AI systems. J. Syst. Softw. Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
2021	J	`jnl`	Towards Utility-based Prioritization of Requirements in Open Source Environments. CoRR Alexander Felfernig, Martin Stettinger, Müslüm Atas, Ralph Samer, Jennifer Nerlich, Simon Scholz, Juha Tiihonen, Mikko Raatikainen
2019	J	`jnl`	Action-Oriented Programming Model: Collective Executions and Interactions in the Fog. J. Syst. Softw. Niko Mäkitalo, Timo Aaltonen, Mikko Raatikainen, Aleksandr Ometov, Sergey Andreev, Yevgeni Koucheryavy, Tommi Mikkonen
2019	—	`conf`	Coping with Inconsistent Models of Requirements. ConfWS Juha Tiihonen, Mikko Raatikainen, Lalli Myllyaho, Clara Marie Lüders, Tomi Männistö
2019	A	`conf`	OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira. RE Clara Marie Lüders, Mikko Raatikainen, Joaquim Motger, Walid Maalej
2019	J	`jnl`	OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira. CoRR Clara Marie Lüders, Mikko Raatikainen, Joaquim Motger, Walid Maalej
2019	J	`jnl`	Software product lines and variability modeling: A tertiary study. J. Syst. Softw. Mikko Raatikainen, Juha Tiihonen, Tomi Männistö
2018	—	`conf`	Configuring Release Plans. ConfWS Alexander Felfernig, Johannes Spöcklberger, Ralph Samer, Martin Stettinger, Müslüm Atas, Juha Tiihonen, Mikko Raatikainen
2018	J	`jnl`	Development as a journey: factors supporting the adoption and use of software frameworks. J. Softw. Eng. Res. Dev. Varvana Myllärniemi, Sari Kujala, Mikko Raatikainen, Piia Sevón
2018	—	`conf`	Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment. ConfWS Juha Tiihonen, Iivo Raitahila, Mikko Raatikainen, Alexander Felfernig, Tomi Männistö
2018	J	`jnl`	Needs and Challenges for a Platform to Support Large-scale Requirements Engineering. A Multiple Case Study. CoRR Davide Fucci, Cristina Palomares, Xavier Franch, Dolors Costal, Mikko Raatikainen, Martin Stettinger, Zijad Kurtanovic, Tero Kojo, Lars Koenig, Andreas A. Falkner, Gottfried Schenner, Fabrizio Brasca, Tomi Männistö, Alexander Felfernig, Walid Maalej
2018	A	`conf`	Needs and challenges for a platform to support large-scale requirements engineering: a multiple-case study. ESEM Davide Fucci, Cristina Palomares, Xavier Franch, Dolors Costal, Mikko Raatikainen, Martin Stettinger, Zijad Kurtanovic, Tero Kojo, Lars Koenig, Andreas A. Falkner, Gottfried Schenner, Fabrizio Brasca, Tomi Männistö, Alexander Felfernig, Walid Maalej
2018	Misc	`conf`	Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information Systems Construction. PoEM Carme Quer, Xavier Franch, Cristina Palomares, Andreas A. Falkner, Alexander Felfernig, Davide Fucci, Walid Maalej, Jennifer Nerlich, Mikko Raatikainen, Gottfried Schenner, Martin Stettinger, Juha Tiihonen
2018	A	`conf`	Towards Utility-Based Prioritization of Requirements in Open Source Environments. RE Alexander Felfernig, Martin Stettinger, Müslüm Atas, Ralph Samer, Jennifer Nerlich, Simon Scholz, Juha Tiihonen, Mikko Raatikainen
2018	—	`conf`	Using a feature model configurator for release planning. SPLC (2) Mikko Raatikainen, Juha Tiihonen, Tomi Männistö, Alexander Felfernig, Martin Stettinger, Ralph Samer
2016	B	`conf`	Carrying Ideas from Knowledge-Based Configuration to Software Product Lines. ICSR Juha Tiihonen, Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
2016	B	`conf`	Eight Paths of Innovations in a Lean Startup Manner: A Case Study. PROFES Mikko Raatikainen, Marko Komssi, Harri Kiljander, Laura Hokkanen, Jukka Märijärvi, Omar Mohout
2016	J	`jnl`	Performance variability in software product lines: proposing theories from a case study. Empir. Softw. Eng. Varvana Myllärniemi, Juha Savolainen, Mikko Raatikainen, Tomi Männistö
2016	B	`conf`	Purposeful performance variability in software product lines: a comparison of two case studies. SPLC Varvana Myllärniemi, Mikko Raatikainen, Juha Savolainen, Tomi Männistö
2015	B	`conf`	Empower a Team's Product Vision with LEGO® SERIOUS PLAY®. PROFES Danielle Pichlis, Stefanie Hofemann, Mikko Raatikainen, Juho Sorvettula, Calle Stenholm
2015	—	`conf`	Representing and Configuring Security Variability in Software Product Lines. QoSA Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2015	J	`jnl`	What are Hackathons for? IEEE Softw. Marko Komssi, Danielle Pichlis, Mikko Raatikainen, Klas Kindström, Janne Järvinen
2014	—	`conf`	Architecture management and evaluation in mature products: experiences from a lightweight approach. QoSA Mikko Raatikainen, Juha Savolainen, Tomi Männistö
2014	—	`conf`	Experiences from an industry-wide initiative for setting metadata for regulatory requirements in the nuclear domain. RELAW Eero J. Uusitalo, Mikko Raatikainen, Mikko Ylikangas, Tomi Männistö
2014	B	`conf`	Experiences in Applying Service Design to Digital Services. PROFES Stefanie Hofemann, Mikko Raatikainen, Varvana Myllärniemi, Terho Norja
2014	—	`conf`	Lessons Learned from Safety-Critical Software-Based Automation Architectures of Nuclear Power Plants. WICSA Eero J. Uusitalo, Mikko Raatikainen, Mika Koskela, Varvana Myllärniemi, Tomi Männistö
2014	B	`conf`	Meeting scheduling across heterogeneous calendars and organizations utilizing mobile devices and cloud services. MUM Varvana Myllärniemi, Olli Korjus, Mikko Raatikainen, Terho Norja, Tomi Männistö
2014	B	`ed.`	Product-Focused Software Process Improvement - 15th International Conference, PROFES 2014, Helsinki, Finland, December 10-12, 2014. Proceedings PROFES Andreas Jedlitschka, Pasi Kuvaja, Marco Kuhrmann, Tomi Männistö, Jürgen Münch, Mikko Raatikainen
2014	B	`conf`	The Challenges of Joint Solution Planning: Three Software Ecosystem Cases. PROFES Danielle Pichlis, Mikko Raatikainen, Piia Sevón, Stefanie Hofemann, Varvana Myllärniemi, Marko Komssi
2014	—	`conf`	The Role of Platform Boundary Resources in Software Ecosystems: A Case Study. WICSA Vittorio dal Bianco, Varvana Myllärniemi, Marko Komssi, Mikko Raatikainen
2014	—	`conf`	Using Answer Set Programming for Feature Model Representation and Configuration. Configuration Workshop Varvana Myllärniemi, Juha Tiihonen, Mikko Raatikainen, Alexander Felfernig
2013	—	`conf`	An Action-Oriented Programming Model for Pervasive Computing in a Device Cloud. APSEC (1) Timo Aaltonen, Varvana Myllärniemi, Mikko Raatikainen, Niko Mäkitalo, Jari Pääkkö
2013	B	`conf`	Industrial Experiences of Organizing a Hackathon to Assess a Device-centric Cloud Ecosystem. COMPSAC Mikko Raatikainen, Marko Komssi, Vittorio dal Bianco, Klas Kindström, Janne Järvinen
2012	—	`conf`	A systematically conducted literature review: quality attribute variability in software product lines. SPLC (1) Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2012	C	`conf`	Applying Recommendation Systems for Composing Dynamic Services for Mobile Devices. APSEC Jari Pääkkö, Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
2012	—	`conf`	Configurator-as-a-service: tool support for deriving software architectures at runtime. WICSA/ECSA Companion Volume Varvana Myllärniemi, Mikko Ylikangas, Mikko Raatikainen, Jari Pääkkö, Tomi Männistö, Timo Aaltonen
2012	J	`jnl`	Mobile Content as a Service A Blueprint for a Vendor-Neutral Cloud of Mobile Devices. IEEE Softw. Mikko Raatikainen, Tommi Mikkonen, Varvana Myllärniemi, Niko Mäkitalo, Tomi Männistö, Juha Savolainen
2012	B	`conf`	Social devices: collaborative co-located interactions in a mobile cloud. MUM Niko Mäkitalo, Jari Pääkkö, Mikko Raatikainen, Varvana Myllärniemi, Timo Aaltonen, Tapani Leppänen, Tomi Männistö, Tommi Mikkonen
2011	A	`conf`	Challenges of requirements engineering - A case study in nuclear energy domain. RE Mikko Raatikainen, Tomi Männistö, Teemu Tommila, Janne Valkonen
2011	B	`conf`	Cloudifying User-Created Content for Existing Applications in Mobile Devices. COMPSAC Subhamoy Ghosh, Juha Savolainen, Mikko Raatikainen, Tomi Männistö
2011	B	`conf`	Eight Practical Considerations in Applying Feature Modeling for Product Lines. ICSR Juha Savolainen, Mikko Raatikainen, Tomi Männistö
2011	—	`conf`	Structured natural language requirements in nuclear energy domain towards improving regulatory guidelines. RELAW Eero J. Uusitalo, Mikko Raatikainen, Tomi Männistö, Teemu Tommila
2008	B	`conf`	Approach for Dynamically Composing Decentralised Service Architectures with Cross-Cutting Constraints. ECSA Varvana Myllärniemi, Christian Prehofer, Mikko Raatikainen, Jilles van Gurp, Tomi Männistö
2008	J	`jnl`	Featback: Method for Enhancing Management of Agile Development. Nord. J. Comput. Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
2008	—	`conf`	Integrating product family modeling with development management in agile methods. SDG@ICSE Mikko Raatikainen, Kristian Rautiainen, Varvana Myllärniemi, Tomi Männistö
2008	—	`conf`	Svamp - An Integrated Approach for Modeling Functional and Quality Variability. VaMoS Mikko Raatikainen, Eila Niemelä, Varvana Myllärniemi, Tomi Männistö
2007	—	`conf`	Kumbang Tools. SPLC (2) Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2007	—	`conf`	KumbangSec: An Approach for Modelling Functional and Security Variability in Software Architectures. VaMoS Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2007	—	`conf`	Service Composition Using Product Configuration Technology. ICEBE Mikko Raatikainen, Katrine Jokinen, Paavo Kotinurmi, Varvana Myllärniemi
2007	—	`conf`	Using a Configurator for Predictable Component Composition. EUROMICRO-SEAA Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2006	B	`conf`	Inter-organisational Approach in Rapid Software Product Family Development - A Case Study. ICSR Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
2005	J	`jnl`	Characterizing configurable software product families and their derivation. Softw. Process. Improv. Pract. Mikko Raatikainen, Timo Soininen, Tomi Männistö, Antti Mattila
2003	—	`conf`	A Case Study of Two Configurable Software Product Families. PFE Mikko Raatikainen, Timo Soininen, Tomi Männistö, Antti Mattila