| 2026 | COMPSAC | On the Edge of Tomorrow: A Validated Blueprint for Deploying Federated Learning on Industrial Edge Hardware. | Emil Johansson, Jan Bosch, Helena Holmstrm Olsson |
| 2026 | ENASE | Learning Loops in the Age of AI. | Jan Bosch, Helena Holmstrm Olsson |
| 2026 | SAC | ICICLE: An Interactive VLM-based System for Information Extraction from Ambiguous Engineering Diagram Legends. | Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2026 | SANER | Tables or Sankey Diagrams? Investigating User Interaction with Different Representations of Simulation Parameters. | Choro Ulan Uulu, Mikhail Kulyabin, Katharina M. Zeiner, Jan Joosten, Nuno Miguel Martins Pacheco, Filippos Petridis, Rebecca Johnson, Jan Bosch, Helena Holmstrm Olsson |
| 2025 | AAAI | Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs). | Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2025 | APSEC | Towards Data-Driven Real-Time Performance Monitoring of Platform Ecosystems. | Shady Hegazy, Muhammad Ammar, Christoph Elsner, Jan Bosch, Helena Holmstrm Olsson |
| 2025 | PROFES | Application of Large Language Models in Product Management: A Systematic Literature Review. | Vitor Serra Mori, Jan Bosch, Helena Holmstrm Olsson |
| 2025 | SMC | Toward Automated Interdisciplinary Checks in EPC Projects: A Human-AI Collaborative Approach. | Richa Banotra, Daniel A. Yaez Diaz, Nirmalkumar Balamurugan, Rimma Dzsuhupova, Jan Bosch, Helena Holmstrm Olsson |
| 2025 | SMC | Human-Machine Collaboration in Technical Drawing Analysis. | Richa Banotra, Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2024 | COMPSAC | Towards Continuous Deployment at Scale in Software-Intensive Embedded Systems: A Maturity Model from the Telecommunications Domain. | Anas Dakkak, Jan Bosch, Helena Holmstrm Olsson |
| 2024 | COMPSAC | EdgeFL: A Lightweight Decentralized Federated Learning Framework. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2024 | ICMLA | Robust Detection of Line Numbers in Piping and Instrumentation Diagrams (P&IDs). | Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | APSEC | Exploring Trade-Offs in MLOps Adoption. | Meenu Mary John, Helena Holmstrm Olsson, Jan Bosch, Daniel Gillblad |
| 2023 | APSEC | Maturity Assessment Model for Industrial Data Pipelines. | M. Aiswarya Raj, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | COMPSAC | Multi-Agent Reinforcement Learning in Dynamic Industrial Context. | Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | ICSA | Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain. | Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmstrm Olsson |
| 2023 | MEDES | Don't "Just Do It": On Strategically Creating Digital Ecosystems for Commodity Functionality. | Helena Holmstrm Olsson, Jan Bosch |
| 2023 | SPM | What Got You Here Won't Get You There. A multi-case study on the challenges in the transition from traditional towards continuous data practices in the embedded systems domain. | Helena Holmstrm Olsson, Jan Bosch |
| 2022 | CAIN | The goldilocks framework: towards selecting the optimal approach to conducting AI projects. | Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2022 | COMPSAC | Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study. | Anas Dakkak, Aiswarya Raj Munappy, Jan Bosch, Helena Holmstrm Olsson |
| 2022 | COMPSAC | Challenges in developing and deploying AI in the engineering, procurement and construction industry. | Rimma Dzhusupova, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | APSEC | Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. | Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | APSEC | Bayesian propensity score matching in automotive embedded software engineering. | Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson, Jonn Lantz |
| 2021 | APSEC | On the Impact of ML use cases on Industrial Data Pipelines. | M. Aiswarya Raj, Jan Bosch, Helena Holmstrm Olsson, Anders Jansson |
| 2021 | COMPSAC | An Empirical Evaluation of Algorithms for Data Labeling. | Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | COMPSAC | An architecture for enabling A/B experiments in automotive embedded software. | Yuchu Liu, Jan Bosch, Helena Holmstrm Olsson, Jonn Lantz |
| 2021 | COMPSAC | Real-time End-to-End Federated Learning: An Automotive Case Study. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | IJCNN | End-to-End Federated Learning for Autonomous Driving Vehicles. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2021 | QUATIC | On the Trade-off Between Robustness and Complexity in Data Pipelines. | Aiswarya Raj Munappy, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | APSEC | Mining Customer Satisfaction on B2B Online Platforms using Service Quality and Web Usage Metrics. | Iris Figalist, Marco Dieffenbacher, Isabella Eigner, Jan Bosch, Helena Holmstrm Olsson, Christoph Elsner |
| 2020 | APSEC | AI Deployment Architecture: Multi-Case Study for Key Factor Identification. | Meenu Mary John, Helena Holmstrm Olsson, Jan Bosch |
| 2020 | APSEC | Towards Automated Detection of Data Pipeline Faults. | Aiswarya Raj Munappy, Jan Bosch, Helena Holmstrm Olsson, Tian J. Wang |
| 2020 | APSEC | Federated Learning Systems: Architecture Alternatives. | Hongyi Zhang, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | ICSoft | Machine Learning Models for Automatic Labeling: A Systematic Literature Review. | Teodor Fredriksson, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | PROFES | An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions. | Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | PROFES | Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. | Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2020 | PROFES | Data Pipeline Management in Practice: Challenges and Opportunities. | Aiswarya Raj Munappy, Jan Bosch, Helena Holmstrm Olsson |
| 2019 | ECSA | ACE: Easy Deployment of Field Optimization Experiments. | David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2019 | ICSE | Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale. | Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmstrm Olsson, Jan Bosch, Lukas Vermeer, Dylan Lewis |
| 2019 | PROFES | Data Driven Development: Challenges in Online, Embedded and On-Premise Software. | Helena Holmstrm Olsson, Jan Bosch |
| 2018 | PROFES | An Activity and Metric Model for Online Controlled Experiments. | David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmstrm Olsson |
| 2018 | SSBSE | Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm. | David Issa Mattos, Erling Mrtensson, Jan Bosch, Helena Holmstrm Olsson |
| 2017 | ICSE | The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale. | Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmstrm Olsson, Jan Bosch |
| 2017 | ICSE | 3rd International Workshop on Rapid Continuous Software Engineering (RCoSe 2017). | Michael Goedicke, Jan Bosch, Helena Holmstrm Olsson, Eduardo Santana de Almeida |
| 2017 | PROFES | Differentiating Feature Realization in Software Product Development. | Aleksander Fabijan, Helena Holmstrm Olsson, Jan Bosch |
| 2017 | PROFES | More for Less: Automated Experimentation in Software-Intensive Systems. | David Issa Mattos, Jan Bosch, Helena Holmstrm Olsson |
| 2016 | ICSE | Data-driven continuous evolution of smart systems. | Jan Bosch, Helena Holmstrm Olsson |
| 2016 | ICSE | From requirements to continuous re-prioritization of hypotheses. | Helena Holmstrm Olsson, Jan Bosch |
| 2016 | PROFES | Commodity Eats Innovation for Breakfast: A Model for Differentiating Feature Realization. | Aleksander Fabijan, Helena Holmstrm Olsson, Jan Bosch |
| 2016 | PROFES | No More Bosses? - A Multi-case Study on the Emerging Use of Non-hierarchical Principles in Large-Scale Software Development. | Helena Holmstrm Olsson, Jan Bosch |
| 2016 | PROFES | Exploring IoT User Dimensions - A Multi-case Study on User Interactions in 'Internet of Things' Systems. | Helena Holmstrm Olsson, Jan Bosch, Brian Katumba |
| 2015 | PROFES | Early Value Argumentation and Prediction: An Iterative Approach to Quantifying Feature Value. | Aleksander Fabijan, Helena Holmstrm Olsson, Jan Bosch |
| 2015 | PROFES | Requirement Prioritization with Quantitative Data - A Case Study. | Enrico Johansson, Daniel Bergdahl, Jan Bosch, Helena Holmstrm Olsson |
| 2015 | PROFES | Strategic Ecosystem Management: A Multi-case Study in the B2B Domain. | Helena Holmstrm Olsson, Jan Bosch |
| 2015 | SPICE | Quantitative Requirements Prioritization from a Pre-development Perspective. | Enrico Johansson, Daniel Bergdahl, Jan Bosch, Helena Holmstrm Olsson |
| 2014 | XP | Industrial Challenges of Scaling Agile in Mass-Produced Embedded Systems. | Ulrik Eklund, Helena Holmstrm Olsson, Niels Jrgen Strm |
| 2013 | ICST | Transitioning Manual System Test Suites to Automated Testing: An Industrial Case Study. | Emil Algroth, Robert Feldt, Helena Holmstrm Olsson |
| 2013 | ICST | JAutomate: A Tool for System- and Acceptance-test Automation. | Emil Algroth, Michel Nass, Helena Holmstrm Olsson |