Mikko Raatikainen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 35

Top Topics

Machine Learning Systems

Nuclear Power Plant

Meeting Scheduling

Top Venues

J. Syst. Softw.

Publications

Riku Alho, Mikko Raatikainen, Lalli Myllyaho, Jukka K. Nurminen
On Modularity of Neural Networks: Systematic Review and Open Challenges. ICSR (2024)
Tomi Männistö, Antti-Pekka Tuovinen, Mikko Raatikainen
Experiences on a Frameworkless Micro-Frontend Architecture in a Small Organization. ICSA-C (2023)
Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. TKTP (2023)
Yumo Luo, Mikko Raatikainen, Jukka K. Nurminen
Autonomously Adaptive Machine Learning Systems: Experimentation-Driven Open-Source Pipeline. SEAA (2023)
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
Improved Management of Issue Dependencies in Issue Trackers of Large Collaborative Projects. IEEE Trans. Software Eng. 49 (4) (2023)
Antti Klemetti, Mikko Raatikainen, Lalli Myllyaho, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review on Cost-Efficient Deep Learning. IEEE Access 11 (2023)
Vlad Stirbu, Mikko Raatikainen, Joel Röntynen, Vlas Sokolov, Timo Lehtonen, Tommi Mikkonen
Toward Multiconcern Software Development With Everything as Code. IEEE Softw. 39 (4) (2022)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On misbehaviour and fault tolerance in machine learning systems. J. Syst. Softw. 183 (2022)
Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen, Elina Kettunen, Tommi Mikkonen
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. CoRR (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Jukka K. Nurminen, Tommi Mikkonen
On Misbehaviour and Fault Tolerance in Machine Learning Systems. CoRR (2021)
Antti Loukiala, Juha-Pekka Joutsenlahti, Mikko Raatikainen, Tommi Mikkonen, Timo Lehtonen
Migrating from a Centralized Data Warehouse to a Decentralized Data Platform Architecture. PROFES (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic literature review of validation methods for AI systems. J. Syst. Softw. 181 (2021)
Mikko Raatikainen, Quim Motger, Clara Marie Lüders, Xavier Franch, Lalli Myllyaho, Elina Kettunen, Jordi Marco, Juha Tiihonen, Mikko Halonen, Tomi Männistö
Improved dependency management for issue trackers in large collaborative projects. CoRR (2021)
Mikko Raatikainen, Elina Kettunen, Ari Salonen, Marko Komssi, Tommi Mikkonen, Timo Lehtonen
State of the Practice in Application Programming Interfaces (APIs): A Case Study. ECSA (2021)
Alexander Felfernig, Martin Stettinger, Müslüm Atas, Ralph Samer, Jennifer Nerlich, Simon Scholz, Juha Tiihonen, Mikko Raatikainen
Towards Utility-based Prioritization of Requirements in Open Source Environments. CoRR (2021)
Lalli Myllyaho, Mikko Raatikainen, Tomi Männistö, Tommi Mikkonen, Jukka K. Nurminen
Systematic Literature Review of Validation Methods for AI Systems. CoRR (2021)
Tommi Mikkonen, Jukka K. Nurminen, Mikko Raatikainen, Ilenia Fronza, Niko Mäkitalo, Tomi Männistö
Is Machine Learning Software Just Software: A Maintainability View. SWQD (2021)
Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen, Elina Kettunen, Tommi Mikkonen
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. WAIN@ICSE (2021)
Mikko Raatikainen, Juha Tiihonen, Tomi Männistö
Software product lines and variability modeling: A tertiary study. J. Syst. Softw. 149 (2019)
Clara Marie Lüders, Mikko Raatikainen, Joaquim Motger, Walid Maalej
OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira. RE (2019)
Juha Tiihonen, Mikko Raatikainen, Lalli Myllyaho, Clara Marie Lüders, Tomi Männistö
Coping with Inconsistent Models of Requirements. ConfWS (2019)
Clara Marie Lüders, Mikko Raatikainen, Joaquim Motger, Walid Maalej
OpenReq Issue Link Map: A Tool to Visualize Issue Links in Jira. CoRR (2019)
Niko Mäkitalo, Timo Aaltonen, Mikko Raatikainen, Aleksandr Ometov, Sergey Andreev, Yevgeni Koucheryavy, Tommi Mikkonen
Action-Oriented Programming Model: Collective Executions and Interactions in the Fog. J. Syst. Softw. 157 (2019)
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
Needs and Challenges for a Platform to Support Large-scale Requirements Engineering. A Multiple Case Study. CoRR (2018)
Mikko Raatikainen, Juha Tiihonen, Tomi Männistö, Alexander Felfernig, Martin Stettinger, Ralph Samer
Using a feature model configurator for release planning. SPLC (2) (2018)
Alexander Felfernig, Johannes Spöcklberger, Ralph Samer, Martin Stettinger, Müslüm Atas, Juha Tiihonen, Mikko Raatikainen
Configuring Release Plans. ConfWS (2018)
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
Needs and challenges for a platform to support large-scale requirements engineering: a multiple-case study. ESEM (2018)
Juha Tiihonen, Iivo Raitahila, Mikko Raatikainen, Alexander Felfernig, Tomi Männistö
Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment. ConfWS (2018)
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
Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information Systems Construction. PoEM (2018)
Alexander Felfernig, Martin Stettinger, Müslüm Atas, Ralph Samer, Jennifer Nerlich, Simon Scholz, Juha Tiihonen, Mikko Raatikainen
Towards Utility-Based Prioritization of Requirements in Open Source Environments. RE (2018)
Varvana Myllärniemi, Sari Kujala, Mikko Raatikainen, Piia Sevón
Development as a journey: factors supporting the adoption and use of software frameworks. J. Softw. Eng. Res. Dev. 6 (2018)
Varvana Myllärniemi, Mikko Raatikainen, Juha Savolainen, Tomi Männistö
Purposeful performance variability in software product lines: a comparison of two case studies. SPLC (2016)
Mikko Raatikainen, Marko Komssi, Harri Kiljander, Laura Hokkanen, Jukka Märijärvi, Omar Mohout
Eight Paths of Innovations in a Lean Startup Manner: A Case Study. PROFES (2016)
Juha Tiihonen, Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
Carrying Ideas from Knowledge-Based Configuration to Software Product Lines. ICSR (2016)
Varvana Myllärniemi, Juha Savolainen, Mikko Raatikainen, Tomi Männistö
Performance variability in software product lines: proposing theories from a case study. Empir. Softw. Eng. 21 (4) (2016)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
Representing and Configuring Security Variability in Software Product Lines. QoSA (2015)
Marko Komssi, Danielle Pichlis, Mikko Raatikainen, Klas Kindström, Janne Järvinen
What are Hackathons for? IEEE Softw. 32 (5) (2015)
Danielle Pichlis, Stefanie Hofemann, Mikko Raatikainen, Juho Sorvettula, Calle Stenholm
Empower a Team's Product Vision with LEGO® SERIOUS PLAY®. PROFES (2015)
Stefanie Hofemann, Mikko Raatikainen, Varvana Myllärniemi, Terho Norja
Experiences in Applying Service Design to Digital Services. PROFES (2014)
Mikko Raatikainen, Juha Savolainen, Tomi Männistö
Architecture management and evaluation in mature products: experiences from a lightweight approach. QoSA (2014)
Vittorio dal Bianco, Varvana Myllärniemi, Marko Komssi, Mikko Raatikainen
The Role of Platform Boundary Resources in Software Ecosystems: A Case Study. WICSA (2014)
Danielle Pichlis, Mikko Raatikainen, Piia Sevón, Stefanie Hofemann, Varvana Myllärniemi, Marko Komssi
The Challenges of Joint Solution Planning: Three Software Ecosystem Cases. PROFES (2014)
Eero J. Uusitalo, Mikko Raatikainen, Mikko Ylikangas, Tomi Männistö
Experiences from an industry-wide initiative for setting metadata for regulatory requirements in the nuclear domain. RELAW (2014)
Varvana Myllärniemi, Juha Tiihonen, Mikko Raatikainen, Alexander Felfernig
Using Answer Set Programming for Feature Model Representation and Configuration. Configuration Workshop (2014)
Eero J. Uusitalo, Mikko Raatikainen, Mika Koskela, Varvana Myllärniemi, Tomi Männistö
Lessons Learned from Safety-Critical Software-Based Automation Architectures of Nuclear Power Plants. WICSA (2014)
Varvana Myllärniemi, Olli Korjus, Mikko Raatikainen, Terho Norja, Tomi Männistö
Meeting scheduling across heterogeneous calendars and organizations utilizing mobile devices and cloud services. MUM (2014)
Mikko Raatikainen, Marko Komssi, Vittorio dal Bianco, Klas Kindström, Janne Järvinen
Industrial Experiences of Organizing a Hackathon to Assess a Device-centric Cloud Ecosystem. COMPSAC (2013)
Timo Aaltonen, Varvana Myllärniemi, Mikko Raatikainen, Niko Mäkitalo, Jari Pääkkö
An Action-Oriented Programming Model for Pervasive Computing in a Device Cloud. APSEC (1) (2013)
Niko Mäkitalo, Jari Pääkkö, Mikko Raatikainen, Varvana Myllärniemi, Timo Aaltonen, Tapani Leppänen, Tomi Männistö, Tommi Mikkonen
Social devices: collaborative co-located interactions in a mobile cloud. MUM (2012)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
A systematically conducted literature review: quality attribute variability in software product lines. SPLC (1) (2012)
Mikko Raatikainen, Tommi Mikkonen, Varvana Myllärniemi, Niko Mäkitalo, Tomi Männistö, Juha Savolainen
Mobile Content as a Service A Blueprint for a Vendor-Neutral Cloud of Mobile Devices. IEEE Softw. 29 (4) (2012)
Varvana Myllärniemi, Mikko Ylikangas, Mikko Raatikainen, Jari Pääkkö, Tomi Männistö, Timo Aaltonen
Configurator-as-a-service: tool support for deriving software architectures at runtime. WICSA/ECSA Companion Volume (2012)
Jari Pääkkö, Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
Applying Recommendation Systems for Composing Dynamic Services for Mobile Devices. APSEC (2012)
Juha Savolainen, Mikko Raatikainen, Tomi Männistö
Eight Practical Considerations in Applying Feature Modeling for Product Lines. ICSR (2011)
Mikko Raatikainen, Tomi Männistö, Teemu Tommila, Janne Valkonen
Challenges of requirements engineering - A case study in nuclear energy domain. RE (2011)
Subhamoy Ghosh, Juha Savolainen, Mikko Raatikainen, Tomi Männistö
Cloudifying User-Created Content for Existing Applications in Mobile Devices. COMPSAC (2011)
Eero J. Uusitalo, Mikko Raatikainen, Tomi Männistö, Teemu Tommila
Structured natural language requirements in nuclear energy domain towards improving regulatory guidelines. RELAW (2011)
Mikko Raatikainen, Kristian Rautiainen, Varvana Myllärniemi, Tomi Männistö
Integrating product family modeling with development management in agile methods. SDG@ICSE (2008)
Mikko Raatikainen, Eila Niemelä, Varvana Myllärniemi, Tomi Männistö
Svamp - An Integrated Approach for Modeling Functional and Quality Variability. VaMoS (2008)
Mikko Raatikainen, Varvana Myllärniemi, Tomi Männistö
Featback: Method for Enhancing Management of Agile Development. Nord. J. Comput. 14 (4) (2008)
Varvana Myllärniemi, Christian Prehofer, Mikko Raatikainen, Jilles van Gurp, Tomi Männistö
Approach for Dynamically Composing Decentralised Service Architectures with Cross-Cutting Constraints. ECSA (2008)
Mikko Raatikainen, Katrine Jokinen, Paavo Kotinurmi, Varvana Myllärniemi
Service Composition Using Product Configuration Technology. ICEBE (2007)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
Using a Configurator for Predictable Component Composition. EUROMICRO-SEAA (2007)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
Kumbang Tools. SPLC (2) (2007)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
KumbangSec: An Approach for Modelling Functional and Security Variability in Software Architectures. VaMoS (2007)
Varvana Myllärniemi, Mikko Raatikainen, Tomi Männistö
Inter-organisational Approach in Rapid Software Product Family Development - A Case Study. ICSR (2006)
Mikko Raatikainen, Timo Soininen, Tomi Männistö, Antti Mattila
Characterizing configurable software product families and their derivation. Softw. Process. Improv. Pract. 10 (1) (2005)
Mikko Raatikainen, Timo Soininen, Tomi Männistö, Antti Mattila
A Case Study of Two Configurable Software Product Families. PFE (2003)