Helena Holmström Olsson
Orcid: 0000-0002-7700-1816
According to our database1,
Helena Holmström Olsson
authored at least 177 papers
between 2001 and 2024.
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Bibliography
2024
Choosing the right path for AI integration in engineering companies: A strategic guide.
J. Syst. Softw., April, 2024
2023
J. Softw. Evol. Process., December, 2023
Inf. Softw. Technol., July, 2023
J. Softw. Evol. Process., June, 2023
The HURRIER process for experimentation in business-to-business mission-critical systems.
J. Softw. Evol. Process., 2023
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.
Proceedings of the 1<sup>st</sup> International Conference on Software Product Management 2023, 2023
Don't "Just Do It": On Strategically Creating Digital Ecosystems for Commodity Functionality.
Proceedings of the Management of Digital EcoSystems - 15th International Conference, 2023
Proceedings of the Software Business - 14th International Conference, 2023
Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain.
Proceedings of the 20th International Conference on Software Architecture, 2023
Towards a Data Business Maturity Model for Software-intensive Embedded System Companies.
Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
All data is equal or is some data more equal? On strategic data collection and use in the embedded systems domain.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Analytics and Data-Driven Methods and Practices in Platform Ecosystems: a systematic literature review.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Classification of Complex-Valued Radar Data using Semi-Supervised Learning: a Case Study.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023
Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023
Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023
2022
Data management for production quality deep learning models: Challenges and solutions.
J. Syst. Softw., 2022
Breaking the vicious circle: A case study on why AI for software analytics and business intelligence does not take off in practice.
J. Syst. Softw., 2022
CoRR, 2022
5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul.
CoRR, 2022
Proceedings of the IEEE International Systems Conference, 2022
Proceedings of the ICSSP/ICGSE 2022: 16th International Conference on Software and System Processes and 17th International Conference on Global Software Engineering, Virtual Event / Pittsburgh, PA, USA, May 19, 2022
Quō vādis, Data Business? - A Study for Understanding Maturity of Embedded System Companies in Data Economy.
Proceedings of the Software Business - 13th International Conference, 2022
Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022
Living in a Pink Cloud or Fighting a Whack-a-Mole? On the Creation of Recurring Revenue Streams in the Embedded Systems Domain.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022
The Role Of Post-Release Software Traceability in Release Engineering: A Software-Intensive Embedded Systems Case Study From The Telecommunications Domain.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022
Challenges in developing and deploying AI in the engineering, procurement and construction industry.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
The goldilocks framework: towards selecting the optimal approach to conducting AI projects.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022
Proceedings of the 2022 IEEE World AI IoT Congress (AIIoT), 2022
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study.
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale.
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
2021
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions.
IEEE Trans. Evol. Comput., 2021
Digital for real: A multicase study on the digital transformation of companies in the embedded systems domain.
J. Softw. Evol. Process., 2021
Rapid Continuous Software Engineering - State of the Practice and Open Research Questions: Report on the 6th International Workshop on Rapid Continuous Software Engineering (RCoSE 2020).
ACM SIGSOFT Softw. Eng. Notes, 2021
Fast and curious: A model for building efficient monitoring- and decision-making frameworks based on quantitative data.
Inf. Softw. Technol., 2021
Proceedings of the Quality of Information and Communications Technology, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Software Business - 12th International Conference, 2021
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
Size matters? Or not: A/B testing with limited sample in automotive embedded software.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021
2020
Going digital: Disruption and transformation in software-intensive embedded systems ecosystems.
J. Softw. Evol. Process., 2020
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions.
Inf. Softw. Technol., 2020
Proceedings of the Product-Focused Software Process Improvement, 2020
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies.
Proceedings of the Product-Focused Software Process Improvement, 2020
An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions.
Proceedings of the Product-Focused Software Process Improvement, 2020
Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020
Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020
Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020
Proceedings of the 15th International Conference on Software Technologies, 2020
Proceedings of the Software Business - 11th International Conference, 2020
Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice Literature.
Proceedings of the Software Business - 11th International Conference, 2020
Proceedings of the Software Business - 11th International Conference, 2020
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
Breaking the Vicious Circle: Why AI for software analytics and business intelligence does not take off in practice.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020
Mining Customer Satisfaction on B2B Online Platforms using Service Quality and Web Usage Metrics.
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020
2019
Continuous Data-driven Software Engineering - Towards a Research Agenda: Report on the Joint 5th International Workshop on Rapid Continuous Software Engineering (RCoSE 2019) and 1st International Works.
ACM SIGSOFT Softw. Eng. Notes, 2019
Introduction to the special issue on quality engineering and management of software-intensive systems.
J. Syst. Softw., 2019
Inf. Softw. Technol., 2019
A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2019
Scaling Agile Beyond Organizational Boundaries: Coordination Challenges in Software Ecosystems.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2019
Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station.
Proceedings of the 2019 IEEE International Systems Conference, 2019
Proceedings of the Product-Focused Software Process Improvement, 2019
Proceedings of the Software Business - 10th International Conference, 2019
Proceedings of the Software Business - 10th International Conference, 2019
Proceedings of the Software Business - 10th International Conference, 2019
Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale.
Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Business as Unusual: A Model for Continuous Real-Time Business Insights Based on Low Level Metrics.
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Proceedings of the Software Architecture - 13th European Conference, 2019
2018
Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies.
J. Softw. Evol. Process., 2018
Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2018
Towards an understanding of scaling frameworks and business agility: a summary of the 6th international workshop at XP2018.
Proceedings of the 19th International Conference on Agile Software Development, 2018
Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm.
Proceedings of the Search-Based Software Engineering - 10th International Symposium, 2018
Proceedings of the International Workshop on Software-intensive Business: Start-ups, 2018
Proceedings of the Product-Focused Software Process Improvement, 2018
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
2017
Toward Evidence-Based Organizations: Lessons from Embedded Systems, Online Games, and the Internet of Things.
IEEE Softw., 2017
From ad hoc to strategic ecosystem management: the "Three-Layer Ecosystem Strategy Model" (TeLESM).
J. Softw. Evol. Process., 2017
Proceedings of the Product-Focused Software Process Improvement, 2017
Proceedings of the Product-Focused Software Process Improvement, 2017
Proceedings of the Software Business - 8th International Conference, 2017
Proceedings of the 3rd IEEE/ACM International Workshop on Rapid Continuous Software Engineering, 2017
The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale.
Proceedings of the 39th International Conference on Software Engineering, 2017
Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation.
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017
So Much Data; So Little Value: A Multi-case Study on Improving the Impact of Data-driven Development Practices.
Proceedings of the XX Iberoamerican Conference on Software Engineering, 2017
2016
Proceedings of the Scientific Workshop Proceedings of XP2016, 2016
The Lack of Sharing of Customer Data in Large Software Organizations: Challenges and Implications.
Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2016
Exploring IoT User Dimensions - A Multi-case Study on User Interactions in 'Internet of Things' Systems.
Proceedings of the Product-Focused Software Process Improvement, 2016
No More Bosses? - A Multi-case Study on the Emerging Use of Non-hierarchical Principles in Large-Scale Software Development.
Proceedings of the Product-Focused Software Process Improvement, 2016
Commodity Eats Innovation for Breakfast: A Model for Differentiating Feature Realization.
Proceedings of the Product-Focused Software Process Improvement, 2016
Proceedings of the Software Business - 7th International Conference, 2016
Towards 'Human/System Synergistic Development': How Emergent System Characteristics Change Software Development.
Proceedings of the Software Business - 7th International Conference, 2016
Proceedings of the International Workshop on Continuous Software Evolution and Delivery, 2016
Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Collaborative Innovation: A Model for Selecting the Optimal Ecosystem Innovation Strategy.
Proceedings of the 42th Euromicro Conference on Software Engineering and Advanced Applications, 2016
Proceedings of the 42th Euromicro Conference on Software Engineering and Advanced Applications, 2016
2015
Proceedings of the Scientific Workshop Proceedings of the XP2015, 2015
Proceedings of the Software Process Improvement and Capability Determination, 2015
Proceedings of the Product-Focused Software Process Improvement, 2015
Proceedings of the Product-Focused Software Process Improvement, 2015
Early Value Argumentation and Prediction: An Iterative Approach to Quantifying Feature Value.
Proceedings of the Product-Focused Software Process Improvement, 2015
Towards Continuous Customer Validation: A Conceptual Model for Combining Qualitative Customer Feedback with Quantitative Customer Observation.
Proceedings of the Software Business - 6th International Conference, 2015
Proceedings of the Software Business - 6th International Conference, 2015
Customer Feedback and Data Collection Techniques in Software R&D: A Literature Review.
Proceedings of the Software Business - 6th International Conference, 2015
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015
Strategic Ecosystem Management: A Multi-case Study on Challenges and Strategies for Different Ecosystem Types.
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015
2014
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2014
Towards Agile and Beyond: An Empirical Account on the Challenges Involved When Advancing Software Development Practices.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2014
Proceedings of the Agile Methods. Large-Scale Development, Refactoring, Testing, and Estimation, 2014
Ecosystem-Driven Software Development: A Case Study on the Emerging Challenges in Inter-organizational R&D.
Proceedings of the Software Business. Towards Continuous Value Delivery, 2014
Proceedings of the Software Business. Towards Continuous Value Delivery, 2014
From Opinions to Data-Driven Software R&D: A Multi-case Study on How to Close the 'Open Loop' Problem.
Proceedings of the 40th EUROMICRO Conference on Software Engineering and Advanced Applications, 2014
Proceedings of the Continuous Software Engineering, 2014
Proceedings of the Continuous Software Engineering, 2014
Proceedings of the Continuous Software Engineering, 2014
Climbing the "Stairway to Heaven": Evolving From Agile Development to Continuous Deployment of Software.
Proceedings of the Continuous Software Engineering, 2014
2013
Towards Data-Driven Product Development: A Multiple Case Study on Post-deployment Data Usage in Software-Intensive Embedded Systems.
Proceedings of the Lean Enterprise Software and Systems - 4th International Conference, 2013
The Early Stage Software Startup Development Model: A Framework for Operationalizing Lean Principles in Software Startups.
Proceedings of the Lean Enterprise Software and Systems - 4th International Conference, 2013
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013
Transitioning Manual System Test Suites to Automated Testing: An Industrial Case Study.
Proceedings of the Sixth IEEE International Conference on Software Testing, 2013
Proceedings of the Software Business. From Physical Products to Software Services and Solutions, 2013
Proceedings of the 39th Euromicro Conference on Software Engineering and Advanced Applications, 2013
2012
Climbing the "Stairway to Heaven" - A Mulitiple-Case Study Exploring Barriers in the Transition from Agile Development towards Continuous Deployment of Software.
Proceedings of the 38th Euromicro Conference on Software Engineering and Advanced Applications, 2012
2010
2009
Softw. Process. Improv. Pract., 2009
Softw. Process. Improv. Pract., 2009
2008
Proceedings of the Making Globally Distributed Software Development a Success Story, 2008
2007
Use of Appreciative Inquiry in Successful Process Improvement - An Action Research Study.
Proceedings of the Organizational Dynamics of Technology-Based Innovation: Diversifying the Research Agenda, 2007
2006
Scand. J. Inf. Syst., 2006
J. Organ. Comput. Electron. Commer., 2006
Inf. Syst. Manag., 2006
Proceedings of the International Conference on Information Systems, 2006
Proceedings of the International Conference on Information Systems, 2006
Global Software Development Challenges: A Case Study on Temporal, Geographical and Socio-Cultural Distance.
Proceedings of the 1st IEEE International Conference on Global Software Engineering, 2006
Proceedings of the 1st IEEE International Conference on Global Software Engineering, 2006
2004
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004
2003
The Distributed Nature of Software Development - a comparison of three development approaches.
Proceedings of the Seventh Pacific Asia Conference on Information Systems, 2003
2002
Developing e-commerce in internetworked organizations: a case of customer involvement throughout the computer gaming value chain.
Data Base, 2002
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002
2001
Better Safe than Sorry? In Search of an Internet Business Model in Online Entertainment.
Proceedings of the Realigning Research and Practice in Information Systems Development: The Social and Organizational Perspective, 2001