A Case Study of Two Configurable Software Product Families. - Mikko Raatikainen; Timo Soininen; Tomi Männistö; Antti Mattila (PFE, 2003)

Characterizing configurable software product families and their derivation. - Mikko Raatikainen; Timo Soininen; Tomi Männistö; Antti Mattila (Softw. Process. Improv. Pract., 2005)

Inter-organisational Approach in Rapid Software Product Family Development - A Case Study. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (ICSR, 2006)

Using a Configurator for Predictable Component Composition. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (EUROMICRO-SEAA, 2007)

Service Composition Using Product Configuration Technology. - Mikko Raatikainen; Katrine Jokinen; Paavo Kotinurmi; Varvana Myllärniemi (ICEBE, 2007)

Kumbang Tools. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (SPLC (2), 2007)

KumbangSec: An Approach for Modelling Functional and Security Variability in Software Architectures. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (VaMoS, 2007)

Approach for Dynamically Composing Decentralised Service Architectures with Cross-Cutting Constraints. - Varvana Myllärniemi; Christian Prehofer; Mikko Raatikainen; Jilles van Gurp; Tomi Männistö (ECSA, 2008)

Integrating product family modeling with development management in agile methods. - Mikko Raatikainen; Kristian Rautiainen; Varvana Myllärniemi; Tomi Männistö (SDG@ICSE, 2008)

Svamp - An Integrated Approach for Modeling Functional and Quality Variability. - Mikko Raatikainen; Eila Niemelä; Varvana Myllärniemi; Tomi Männistö (VaMoS, 2008)

Featback: Method for Enhancing Management of Agile Development. - Mikko Raatikainen; Varvana Myllärniemi; Tomi Männistö (Nord. J. Comput., 2008)

Cloudifying User-Created Content for Existing Applications in Mobile Devices. - Subhamoy Ghosh; Juha Savolainen; Mikko Raatikainen; Tomi Männistö (COMPSAC, 2011)

Eight Practical Considerations in Applying Feature Modeling for Product Lines. - Juha Savolainen; Mikko Raatikainen; Tomi Männistö (ICSR, 2011)

Challenges of requirements engineering - A case study in nuclear energy domain. - Mikko Raatikainen; Tomi Männistö; Teemu Tommila; Janne Valkonen (RE, 2011)

Structured natural language requirements in nuclear energy domain towards improving regulatory guidelines. - Eero J. Uusitalo; Mikko Raatikainen; Tomi Männistö; Teemu Tommila (RELAW, 2011)

Applying Recommendation Systems for Composing Dynamic Services for Mobile Devices. - Jari Pääkkö; Mikko Raatikainen; Varvana Myllärniemi; Tomi Männistö (APSEC, 2012)

Social devices: collaborative co-located interactions in a mobile cloud. - Niko Mäkitalo; Jari Pääkkö; Mikko Raatikainen; Varvana Myllärniemi; Timo Aaltonen; Tapani Leppänen; Tomi Männistö; Tommi Mikkonen (MUM, 2012)

A systematically conducted literature review: quality attribute variability in software product lines. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (SPLC (1), 2012)

Configurator-as-a-service: tool support for deriving software architectures at runtime. - Varvana Myllärniemi; Mikko Ylikangas; Mikko Raatikainen; Jari Pääkkö; Tomi Männistö; Timo Aaltonen (WICSA/ECSA Companion Volume, 2012)

Mobile Content as a Service A Blueprint for a Vendor-Neutral Cloud of Mobile Devices. - Mikko Raatikainen; Tommi Mikkonen; Varvana Myllärniemi; Niko Mäkitalo; Tomi Männistö; Juha Savolainen (IEEE Softw., 2012)

An Action-Oriented Programming Model for Pervasive Computing in a Device Cloud. - Timo Aaltonen; Varvana Myllärniemi; Mikko Raatikainen; Niko Mäkitalo; Jari Pääkkö (APSEC (1), 2013)

Industrial Experiences of Organizing a Hackathon to Assess a Device-centric Cloud Ecosystem. - Mikko Raatikainen; Marko Komssi; Vittorio dal Bianco; Klas Kindström; Janne Järvinen (COMPSAC, 2013)

Using Answer Set Programming for Feature Model Representation and Configuration. - Varvana Myllärniemi; Juha Tiihonen; Mikko Raatikainen; Alexander Felfernig (Configuration Workshop, 2014)

Meeting scheduling across heterogeneous calendars and organizations utilizing mobile devices and cloud services. - Varvana Myllärniemi; Olli Korjus; Mikko Raatikainen; Terho Norja; Tomi Männistö (MUM, 2014)

Experiences in Applying Service Design to Digital Services. - Stefanie Hofemann; Mikko Raatikainen; Varvana Myllärniemi; Terho Norja (PROFES, 2014)

The Challenges of Joint Solution Planning: Three Software Ecosystem Cases. - Danielle Pichlis; Mikko Raatikainen; Piia Sevón; Stefanie Hofemann; Varvana Myllärniemi; Marko Komssi (PROFES, 2014)

Architecture management and evaluation in mature products: experiences from a lightweight approach. - Mikko Raatikainen; Juha Savolainen; Tomi Männistö (QoSA, 2014)

Experiences from an industry-wide initiative for setting metadata for regulatory requirements in the nuclear domain. - Eero J. Uusitalo; Mikko Raatikainen; Mikko Ylikangas; Tomi Männistö (RELAW, 2014)

The Role of Platform Boundary Resources in Software Ecosystems: A Case Study. - Vittorio dal Bianco; Varvana Myllärniemi; Marko Komssi; Mikko Raatikainen (WICSA, 2014)

Lessons Learned from Safety-Critical Software-Based Automation Architectures of Nuclear Power Plants. - Eero J. Uusitalo; Mikko Raatikainen; Mika Koskela; Varvana Myllärniemi; Tomi Männistö (WICSA, 2014)

Empower a Team's Product Vision with LEGO® SERIOUS PLAY®. - Danielle Pichlis; Stefanie Hofemann; Mikko Raatikainen; Juho Sorvettula; Calle Stenholm (PROFES, 2015)

Representing and Configuring Security Variability in Software Product Lines. - Varvana Myllärniemi; Mikko Raatikainen; Tomi Männistö (QoSA, 2015)

What are Hackathons for? - Marko Komssi; Danielle Pichlis; Mikko Raatikainen; Klas Kindström; Janne Järvinen (IEEE Softw., 2015)

Carrying Ideas from Knowledge-Based Configuration to Software Product Lines. - Juha Tiihonen; Mikko Raatikainen; Varvana Myllärniemi; Tomi Männistö (ICSR, 2016)

Eight Paths of Innovations in a Lean Startup Manner: A Case Study. - Mikko Raatikainen; Marko Komssi; Harri Kiljander; Laura Hokkanen; Jukka Märijärvi; Omar Mohout (PROFES, 2016)

Purposeful performance variability in software product lines: a comparison of two case studies. - Varvana Myllärniemi; Mikko Raatikainen; Juha Savolainen; Tomi Männistö (SPLC, 2016)

Performance variability in software product lines: proposing theories from a case study. - Varvana Myllärniemi; Juha Savolainen; Mikko Raatikainen; Tomi Männistö (Empir. Softw. Eng., 2016)

Configuring Release Plans. - Alexander Felfernig; Johannes Spöcklberger; Ralph Samer; Martin Stettinger; Müslüm Atas; Juha Tiihonen; Mikko Raatikainen (ConfWS, 2018)

Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment. - Juha Tiihonen; Iivo Raitahila; Mikko Raatikainen; Alexander Felfernig; Tomi Männistö (ConfWS, 2018)

Needs and challenges for a platform to support large-scale requirements engineering: a multiple-case study. - 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; et al. (ESEM, 2018)

Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information Systems Construction. - 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 (PoEM, 2018)

Towards Utility-Based Prioritization of Requirements in Open Source Environments. - Alexander Felfernig; Martin Stettinger; Müslüm Atas; Ralph Samer; Jennifer Nerlich; Simon Scholz; Juha Tiihonen; Mikko Raatikainen (RE, 2018)

Using a feature model configurator for release planning. - Mikko Raatikainen; Juha Tiihonen; Tomi Männistö; Alexander Felfernig; Martin Stettinger; Ralph Samer (SPLC (2), 2018)

Development as a journey: factors supporting the adoption and use of software frameworks. - Varvana Myllärniemi; Sari Kujala; Mikko Raatikainen; Piia Sevón (J. Softw. Eng. Res. Dev., 2018)

Coping with Inconsistent Models of Requirements. - Juha Tiihonen; Mikko Raatikainen; Lalli Myllyaho; Clara Marie Lüders; Tomi Männistö (ConfWS, 2019)

OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira. - Clara Marie Lüders; Mikko Raatikainen; Joaquim Motger; Walid Maalej (RE, 2019)

Action-Oriented Programming Model: Collective Executions and Interactions in the Fog. - Niko Mäkitalo; Timo Aaltonen; Mikko Raatikainen; Aleksandr Ometov; Sergey Andreev 001; Yevgeni Koucheryavy; Tommi Mikkonen (J. Syst. Softw., 2019)

Software product lines and variability modeling: A tertiary study. - Mikko Raatikainen; Juha Tiihonen; Tomi Männistö (J. Syst. Softw., 2019)

State of the Practice in Application Programming Interfaces (APIs): A Case Study. - Mikko Raatikainen; Elina Kettunen; Ari Salonen; Marko Komssi; Tommi Mikkonen; Timo Lehtonen (ECSA, 2021)

Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. - Juha-Pekka Joutsenlahti; Timo Lehtonen; Mikko Raatikainen; Elina Kettunen; Tommi Mikkonen (WAIN@ICSE, 2021)

Migrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture. - Antti Loukiala; Juha-Pekka Joutsenlahti; Mikko Raatikainen; Tommi Mikkonen; Timo Lehtonen (PROFES, 2021)

Is Machine Learning Software Just Software: A Maintainability View. - Tommi Mikkonen; Jukka K. Nurminen; Mikko Raatikainen; Ilenia Fronza; Niko Mäkitalo; Tomi Männistö (SWQD, 2021)

Improved dependency management for issue trackers in large collaborative projects. - Mikko Raatikainen; Quim Motger; Clara Marie Lüders; Xavier Franch; Lalli Myllyaho; Elina Kettunen; Jordi Marco; Juha Tiihonen; Mikko Halonen; Tomi Männistö (CoRR, 2021)

Systematic literature review of validation methods for AI systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Tommi Mikkonen; Jukka K. Nurminen (J. Syst. Softw., 2021)

On misbehaviour and fault tolerance in machine learning systems. - Lalli Myllyaho; Mikko Raatikainen; Tomi Männistö; Jukka K. Nurminen; Tommi Mikkonen (J. Syst. Softw., 2022)

Toward Multiconcern Software Development With Everything as Code. - Vlad Stirbu; Mikko Raatikainen; Joel Röntynen; Vlas Sokolov; Timo Lehtonen; Tommi Mikkonen (IEEE Softw., 2022)

Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. - Yumo Luo; Mikko Raatikainen; Jukka K. Nurminen (SEAA, 2023)

Experiences on a Frameworkless Micro-Frontend Architecture in a Small Organization. - Tomi Männistö; Antti-Pekka Tuovinen; Mikko Raatikainen (ICSA-C, 2023)

Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. - Riku Alho; Mikko Raatikainen; Jukka K. Nurminen; Lalli Myllyaho; Lucy Ellen Lwakatare (TKTP, 2023)

Systematic Literature Review on Cost-Efficient Deep Learning. - Antti Klemetti; Mikko Raatikainen; Lalli Myllyaho; Tommi Mikkonen; Jukka K. Nurminen (IEEE Access, 2023)

Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects. - Mikko Raatikainen; Quim Motger; Clara Marie Lüders; Xavier Franch; Lalli Myllyaho; Elina Kettunen; Jordi Marco; Juha Tiihonen; Mikko Halonen; Tomi Männistö (IEEE Trans. Software Eng., 2023)

On Modularity of Neural Networks: Systematic Review and Open Challenges. - Riku Alho; Mikko Raatikainen; Lalli Myllyaho; Jukka K. Nurminen (ICSR, 2024)

Removing Neurons From Deep Neural Networks Trained With Tabular Data. - Antti Klemetti; Mikko Raatikainen; Juhani Kivimäki; Lalli Myllyaho; Jukka K. Nurminen (IEEE Open J. Comput. Soc., 2024)

A Design Framework for Cloud-HPC Integration in MLOps. - Niila Siilasjoki; Mikko Raatikainen; Jukka K. Nurminen (SAC, 2025)

Machine Learning Lineage for Trustworthy Machine Learning Systems: Information Framework for MLOps Pipelines. - Mikko Raatikainen; Charalampos Souris; Jukka J. Remes; Vlad Stirbu (IEEE Softw., 2025)