Helena Holmström Olsson

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 136

Top Venues

Publications

Rimma Dzhusupova, Mina Ya-alimadad, Vasil Shteriyanov, Jan Bosch, Helena Holmström Olsson
Practical Software Development: Leveraging AI for Precise Cost Estimation in Lump-Sum EPC Projects. SANER (2024)
Helena Holmström Olsson, Jan Bosch
How To Get Good At Data: 5 Steps. IWSiB@ICSE (2024)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson
Towards AIOps enabled services in continuously evolving software-intensive embedded systems. J. Softw. Evol. Process. 36 (5) (2024)
Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
Choosing the Right Path for AI Integration in Engineering Companies: A Strategic Guide. CoRR (2024)
Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
Choosing the right path for AI integration in engineering companies: A strategic guide. J. Syst. Softw. 210 (2024)
Meenu Mary John, Daniel Gillblad, Helena Holmström Olsson, Jan Bosch
Advancing MLOps from Ad hoc to Kaizen. SEAA (2023)
Helena Holmström Olsson, Jan Bosch
Don't "Just Do It": On Strategically Creating Digital Ecosystems for Commodity Functionality. MEDES (2023)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain. ICSA-C (2023)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Multi-Agent Reinforcement Learning in Dynamic Industrial Context. COMPSAC (2023)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson
DevServOps: DevOps For Product-Oriented Product-Service Systems. CoRR (2023)
Helena Holmström Olsson, Jan Bosch
All data is equal or is some data more equal? On strategic data collection and use in the embedded systems domain. SEAA (2023)
Sonja M. Hyrynsalmi, Helena Holmström Olsson, Jan Bosch
Towards an integration management maturity. SEAA (2023)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
EdgeFL: A Lightweight Decentralized Federated Learning Framework. CoRR (2023)
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
The HURRIER process for experimentation in business-to-business mission-critical systems. J. Softw. Evol. Process. 35 (5) (2023)
Helena Holmström Olsson, Jan Bosch
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. Software Product Management (2023)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems. SEAA (2023)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson
DevServOps: DevOps For Product-Oriented Product Service Systems. SEAA (2023)
Rimma Dzhusupova, Richa Banotra, Jan Bosch, Helena Holmström Olsson
Using artificial intelligence to find design errors in the engineering drawings. J. Softw. Evol. Process. 35 (12) (2023)
Shady Hegazy, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Analytics and Data-Driven Methods and Practices in Platform Ecosystems: a systematic literature review. SEAA (2023)
Helena Holmström Olsson, Jan Bosch
Strategic Digital Product Management in the Age of AI. ICSOB (2023)
M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson
Maturity Assessment Model for Industrial Data Pipelines. APSEC (2023)
Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
Classification of Complex-Valued Radar Data using Semi-Supervised Learning: a Case Study. SEAA (2023)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch, Daniel Gillblad
Exploring Trade-Offs in MLOps Adoption. APSEC (2023)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
Towards an AI-driven business development framework: A multi-case study. J. Softw. Evol. Process. 35 (6) (2023)
Sami Hyrynsalmi, Helena Holmström Olsson, Jan Bosch
Towards a Data Business Maturity Model for Software-intensive Embedded System Companies. ICE/ITMC (2023)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
Continuous deployment in software-intensive system-of-systems. Inf. Softw. Technol. 159 (2023)
Rimma Dzhusupova, Richa Banotra, Jan Bosch, Helena Holmström Olsson
Pattern Recognition Method for Detecting Engineering Errors on Technical Drawings. AIIoT (2022)
Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
The goldilocks framework: towards selecting the optimal approach to conducting AI projects. CAIN (2022)
Jan Bosch, Helena Holmström Olsson, Björn Brinne, Ivica Crnkovic
AI Engineering: Realizing the Potential of AI. IEEE Softw. 39 (6) (2022)
Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne
Data management for production quality deep learning models: Challenges and solutions. J. Syst. Softw. 191 (2022)
Sami Hyrynsalmi, Helena Holmström Olsson, Jan Bosch, Sonja Hyrynsalmi
Quō vādis, Data Business? - A Study for Understanding Maturity of Embedded System Companies in Data Economy. ICSOB (2022)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson
Controlled Continuous Deployment: A Case Study From The Telecommunications Domain. ICSSP/ICGSE (2022)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
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. 184 (2022)
Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
Machine Learning Algorithms for Labeling: Where and How They are Used? SysCon (2022)
Anas Dakkak, Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study. COMPSAC (2022)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson
The Role Of Post-Release Software Traceability in Release Engineering: A Software-Intensive Embedded Systems Case Study From The Telecommunications Domain. SEAA (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. FNWF (2022)
Helena Holmström Olsson, Jan Bosch
Living in a Pink Cloud or Fighting a Whack-a-Mole? On the Creation of Recurring Revenue Streams in the Embedded Systems Domain. SEAA (2022)
Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
Challenges in developing and deploying AI in the engineering, procurement and construction industry. COMPSAC (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul. CoRR (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry. SEAA (2022)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian causal inference in automotive software engineering and online evaluation. CoRR (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. CoRR (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian propensity score matching in automotive embedded software engineering. APSEC (2021)
M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Anders Jansson
On the Impact of ML use cases on Industrial Data Pipelines. APSEC (2021)
Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Federated Learning: A Case Study in the Telecommunication Domain. ICSOB (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Size matters? Or not: A/B testing with limited sample in automotive embedded software. SEAA (2021)
Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. APSEC (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Size matters? Or not: A/B testing with limited sample in automotive embedded software. CoRR (2021)
Yuchu Liu, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
An architecture for enabling A/B experiments in automotive embedded software. COMPSAC (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Real-time End-to-End Federated Learning: An Automotive Case Study. CoRR (2021)
Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
On the Trade-off Between Robustness and Complexity in Data Pipelines. QUATIC (2021)
David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson
On the Assessment of Benchmark Suites for Algorithm Comparison. CoRR (2021)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory. SEAA (2021)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions. IEEE Trans. Evol. Comput. 25 (6) (2021)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Fast and curious: A model for building efficient monitoring- and decision-making frameworks based on quantitative data. Inf. Softw. Technol. 132 (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Real-time End-to-End Federated Learning: An Automotive Case Study. COMPSAC (2021)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
An Empirical Evaluation of Algorithms for Data Labeling. COMPSAC (2021)
Jan Bosch, Helena Holmström Olsson
Digital for real: A multicase study on the digital transformation of companies in the embedded systems domain. J. Softw. Evol. Process. 33 (5) (2021)
Marco Konersmann, Brian Fitzgerald, Michael Goedicke, Helena Holmström Olsson, Jan Bosch, Stephan Krusche
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 46 (1) (2021)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
Towards MLOps: A Framework and Maturity Model. SEAA (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
End-to-End Federated Learning for Autonomous Driving Vehicles. IJCNN (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty
AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests. SEAA (2021)
Yuchu Liu, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
An architecture for enabling A/B experiments in automotive embedded software. CoRR (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian propensity score matching in automotive embedded software engineering. CoRR (2021)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Aita Maryam Korshani, Jonn Lantz
Automotive A/B testing: Challenges and Lessons Learned from Practice. SEAA (2020)
Jan Bosch, Ivica Crnkovic, Helena Holmström Olsson
Engineering AI Systems: A Research Agenda. CoRR (2020)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Engineering Federated Learning Systems: A Literature Review. ICSOB (2020)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Breaking the Vicious Circle: Why AI for software analytics and business intelligence does not take off in practice. SEAA (2020)
Rolf Green, Jan Bosch, Helena Holmström Olsson
Autonomously Improving Systems in Industry: A Systematic Literature Review. ICSOB (2020)
Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Tian J. Wang
Towards Automated Detection of Data Pipeline Faults. APSEC (2020)
Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Data Pipeline Management in Practice: Challenges and Opportunities. PROFES (2020)
Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak
From Ad-Hoc Data Analytics to DataOps. ICSSP (2020)
Iris Figalist, Marco Dieffenbacher, Isabella Eigner, Jan Bosch, Helena Holmström Olsson, Christoph Elsner
Mining Customer Satisfaction on B2B Online Platforms using Service Quality and Web Usage Metrics. APSEC (2020)
Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions. Inf. Softw. Technol. 127 (2020)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
AI on the Edge: Architectural Alternatives. SEAA (2020)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. PROFES (2020)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice Literature. ICSOB (2020)
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. ICSSP (2020)
Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
The Online Controlled Experiment Lifecycle. IEEE Softw. 37 (2) (2020)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions. PROFES (2020)
Helena Holmström Olsson, Jan Bosch
The Five Purposes of Value Modeling. SEAA (2020)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
Developing ML/DL Models: A Design Framework. ICSSP (2020)
Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Tian J. Wang
Modelling Data Pipelines. SEAA (2020)
Meenu Mary John, Helena Holmström Olsson, Jan Bosch
AI Deployment Architecture: Multi-Case Study for Key Factor Identification. APSEC (2020)
Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
Machine Learning Models for Automatic Labeling: A Systematic Literature Review. ICSOFT (2020)
Helena Holmström Olsson, Jan Bosch
Going digital: Disruption and transformation in software-intensive embedded systems ecosystems. J. Softw. Evol. Process. 32 (6) (2020)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Federated Learning Systems: Architecture Alternatives. APSEC (2020)
Helena Holmström Olsson, Jan Bosch
Data Driven Development: Challenges in Online, Embedded and On-Premise Software. PROFES (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments. Inf. Softw. Technol. 113 (2019)
Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation. XP (2019)
Michael Felderer, Helena Holmström Olsson, Rick Rabiser
Introduction to the special issue on quality engineering and management of software-intensive systems. J. Syst. Softw. 149 (2019)
Hamza Ouhaichi, Helena Holmström Olsson, Jan Bosch
Dynamic Data Management for Machine Learning in Embedded Systems: A Case Study. ICSOB (2019)
Ilias Gerostathopoulos, Marco Konersmann, Stephan Krusche, David Issa Mattos, Jan Bosch, Tomás Bures, Brian Fitzgerald, Michael Goedicke, Henry Muccini, Helena Holmström Olsson, Thomas Brand, Robert Chatley, Nikolaos Diamantopoulos, Arik Friedman, Miguel Jiménez, Jan Ole Johanssen, Putra Manggala, Masumi Koseki, Jorge Melegati, Nuthan Munaiah, Gabriel Tamura, Vasileios Theodorou, Jeffrey Wong, Iris Figalist
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 44 (3) (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Leveraging Business Transformation with Machine Learning Experiments. ICSOB (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak, Krister Bergh
Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station. SysCon (2019)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Scaling Agile Beyond Organizational Boundaries: Coordination Challenges in Software Ecosystems. XP (2019)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Customer Churn Prediction in B2B Contexts. ICSOB (2019)
Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
Business as Unusual: A Model for Continuous Real-Time Business Insights Based on Low Level Metrics. SEAA (2019)
Aiswarya Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne
Data Management Challenges for Deep Learning. SEAA (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Helena Holmström Olsson