Helena Holmström Olsson

215 papers A* 2A 3B 69C 14Misc 1Journal 57Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From text to meaning: Semantic interpretation of non-standardized metadata in piping and instrumentation diagrams. Comput. Chem. Eng. Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2026	J	`jnl`	How to Build AI Agents by Augmenting LLMs with Codified Human Expert Domain Knowledge? A Software Engineering Framework. CoRR Choro Ulan Uulu, Mikhail Kulyabin, Iris Fuhrmann, Jan Joosten, Nuno Miguel Martins Pacheco, Filippos Petridis, Rebecca Johnson, Jan Bosch, Helena Holmström Olsson
2026	J	`jnl`	Tables or Sankey Diagrams? Investigating User Interaction with Different Representations of Simulation Parameters. CoRR Choro Ulan Uulu, Mikhail Kulyabin, Katharina M. Zeiner, Jan Joosten, Nuno Miguel Martins Pacheco, Filippos Petridis, Rebecca Johnson, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	AI for Better UX in Computer-Aided Engineering: Is Academia Catching Up with Industry Demands? A Multivocal Literature Review. SEAA (2) Choro Ulan Uulu, Mikhail Kulyabin, Layan Etaiwi, Nuno Miguel Martins Pacheco, Jan Joosten, Kerstin Röse, Filippos Petridis, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	AI for Better UX in Computer-Aided Engineering: Is Academia Catching Up with Industry Demands? A Multivocal Literature Review. CoRR Choro Ulan Uulu, Mikhail Kulyabin, Layan Etaiwi, Nuno Miguel Martins Pacheco, Jan Joosten, Kerstin Röse, Filippos Petridis, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	Always Evolving: A Systematic Review on Challenges and Needs to Scale RL & FL on Industrial Embedded Systems. SEAA (2) Emil Johansson, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	An empirical evaluation of deep semi-supervised learning. Int. J. Data Sci. Anal. Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	An empirical guide to MLOps adoption: Framework, maturity model and taxonomy. Inf. Softw. Technol. Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2025	B	`conf`	Application of Large Language Models in Product Management: A Systematic Literature Review. PROFES Vitor Serra Mori, Jan Bosch, Helena Holmström Olsson
2025	A*	`conf`	Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs). AAAI Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	Data-Driven Health Monitoring of Platform Ecosystems: A Systematic Literature Review. SDS Shady Hegazy, Muhammad Ammar, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Enabling efficient and low-effort decentralized federated learning with the EdgeFL framework. Inf. Softw. Technol. Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Enhancing OCR-based Engineering Diagram Analysis by Integrating Diverse External Legends with VLMs. J. Softw. Evol. Process. Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	From Regulation to Implementation: EU AI Act Compliance in Engineering and Construction of the Oil & Gas and Petrochemical Sectors. MetroXRAINE Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson, Mark van den Brand
2025	B	`conf`	Human-Machine Collaboration in Technical Drawing Analysis. SMC Richa Banotra, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Optimal Graph Model Schema Injection for Large Language Model-Generated Cypher Queries. WiPiEC Journal Shady Hegazy, Nouman Nusrallah, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Overcoming experimentation challenges in software ecosystems of large product and service organizations: A participatory action research study. J. Syst. Softw. Shady Hegazy, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Prompt-to-Metric: LLMs and Graph Algorithms for Platform Ecosystem Health Monitoring. WiPiEC Journal Shady Hegazy, Muhammad Ammar, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	Strategic digital product management: Nine approaches. Inf. Softw. Technol. Helena Holmström Olsson, Jan Bosch
2025	—	`conf`	The Beauty and the Beast: Patterns and Anti-patterns in Use of Data. ICSOB Helena Holmström Olsson, Jan Bosch
2025	B	`conf`	Toward Automated Interdisciplinary Checks in EPC Projects: A Human-AI Collaborative Approach. SMC Richa Banotra, Daniel A. Yañez Diaz, Nirmalkumar Balamurugan, Rimma Dzsuhupova, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	Towards AI-Driven Organizations. SEAA (3) Jan Bosch, Helena Holmström Olsson
2025	C	`conf`	Towards Data-Driven Real-Time Performance Monitoring of Platform Ecosystems. APSEC Shady Hegazy, Muhammad Ammar, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2025	J	`jnl`	User eXperience Perception Insights Dataset (UXPID): Synthetic User Feedback from Public Industrial Forums. CoRR Mikhail Kulyabin, Jan Joosten, Choro Ulan Uulu, Nuno Miguel Martins Pacheco, Fabian Ries, Filippos Petridis, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	Using Pattern Recognition to Identify Design Errors on Pipe System Drawings. ICMLT Richa Banotra, Petr Patzelt, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2025	—	`conf`	Why Digitalization Will Kill Your Company Too. SWQD Jan Bosch, Helena Holmström Olsson
2024	J	`jnl`	Choosing the Right Path for AI Integration in Engineering Companies: A Strategic Guide. CoRR Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2024	J	`jnl`	Choosing the right path for AI integration in engineering companies: A strategic guide. J. Syst. Softw. Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2024	B	`conf`	Dealing with Data: Bringing Order to Chaos. SEAA Helena Holmström Olsson, Jan Bosch
2024	B	`conf`	DevOps Value Flows in Software-Intensive System of Systems. SEAA Anas Dakkak, Piero Daniele, Jan Bosch, Helena Holmström Olsson
2024	B	`conf`	EdgeFL: A Lightweight Decentralized Federated Learning Framework. COMPSAC Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2024	B	`conf`	Experimentation in Industrial Software Ecosystems: an Interview Study. SEAA Shady Hegazy, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2024	B	`conf`	Experimentation in Software Ecosystems: a Systematic Literature Review. SEAA Shady Hegazy, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2024	—	`conf`	Five Darlings to Be Killed: Debunking Myths About Innovation in the Software-Intensive Embedded Systems Industry. ICSOB Helena Holmström Olsson, Jan Bosch
2024	—	`conf`	How To Get Good At Data: 5 Steps. IWSiB@ICSE Helena Holmström Olsson, Jan Bosch
2024	A	`conf`	Practical Software Development: Leveraging AI for Precise Cost Estimation in Lump-Sum EPC Projects. SANER Rimma Dzhusupova, Mina Ya-alimadad, Vasil Shteriyanov, Jan Bosch, Helena Holmström Olsson
2024	C	`conf`	Robust Detection of Line Numbers in Piping and Instrumentation Diagrams (P&IDs). ICMLA Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2024	J	`jnl`	Towards AIOps enabled services in continuously evolving software-intensive embedded systems. J. Softw. Evol. Process. Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2024	—	`conf`	Towards Business Agility 2.0. ICDPM Helena Holmström Olsson, Jan Bosch
2024	B	`conf`	Towards Continuous Deployment at Scale in Software-Intensive Embedded Systems: A Maturity Model from the Telecommunications Domain. COMPSAC Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2024	—	`conf`	Unraveling the Impact of Density and Noise on Symbol Recognition in Engineering Drawings. IS Vasil Shteriyanov, Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2023	B	`conf`	Advancing MLOps from Ad hoc to Kaizen. SEAA Meenu Mary John, Daniel Gillblad, Helena Holmström Olsson, Jan Bosch
2023	B	`conf`	All data is equal or is some data more equal? On strategic data collection and use in the embedded systems domain. SEAA Helena Holmström Olsson, Jan Bosch
2023	B	`conf`	Analytics and Data-Driven Methods and Practices in Platform Ecosystems: a systematic literature review. SEAA Shady Hegazy, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2023	B	`conf`	Classification of Complex-Valued Radar Data using Semi-Supervised Learning: a Case Study. SEAA Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
2023	J	`jnl`	Continuous deployment in software-intensive system-of-systems. Inf. Softw. Technol. Anas Dakkak, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
2023	—	`conf`	Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain. ICSA-C Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2023	B	`conf`	DevServOps: DevOps For Product-Oriented Product Service Systems. SEAA Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2023	J	`jnl`	DevServOps: DevOps For Product-Oriented Product-Service Systems. CoRR Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2023	C	`conf`	Don't "Just Do It": On Strategically Creating Digital Ecosystems for Commodity Functionality. MEDES Helena Holmström Olsson, Jan Bosch
2023	J	`jnl`	EdgeFL: A Lightweight Decentralized Federated Learning Framework. CoRR Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2023	C	`conf`	Exploring Trade-Offs in MLOps Adoption. APSEC Meenu Mary John, Helena Holmström Olsson, Jan Bosch, Daniel Gillblad
2023	C	`conf`	Maturity Assessment Model for Industrial Data Pipelines. APSEC M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson
2023	B	`conf`	Multi-Agent Reinforcement Learning in Dynamic Industrial Context. COMPSAC Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2023	B	`conf`	QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems. SEAA Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2023	—	`conf`	Strategic Digital Product Management in the Age of AI. ICSOB Helena Holmström Olsson, Jan Bosch
2023	J	`jnl`	The HURRIER process for experimentation in business-to-business mission-critical systems. J. Softw. Evol. Process. David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2023	—	`conf`	Towards a Data Business Maturity Model for Software-intensive Embedded System Companies. ICE/ITMC Sami Hyrynsalmi, Helena Holmström Olsson, Jan Bosch
2023	J	`jnl`	Towards an AI-driven business development framework: A multi-case study. J. Softw. Evol. Process. Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2023	B	`conf`	Towards an integration management maturity. SEAA Sonja M. Hyrynsalmi, Helena Holmström Olsson, Jan Bosch
2023	J	`jnl`	Using artificial intelligence to find design errors in the engineering drawings. J. Softw. Evol. Process. Rimma Dzhusupova, Richa Banotra, Jan Bosch, Helena Holmström Olsson
2023	—	`conf`	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 Helena Holmström Olsson, Jan Bosch
2022	J	`jnl`	5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul. CoRR Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2022	J	`jnl`	AI Engineering: Realizing the Potential of AI. IEEE Softw. Jan Bosch, Helena Holmström Olsson, Björn Brinne, Ivica Crnkovic
2022	—	`book`	Accelerating Digital Transformation - 10 Years of Software Center Accelerating Digital Transformation Jan Bosch, Jan Carlson, Helena Holmström Olsson, Kristian Sandahl, Miroslaw Staron
2022	—	`conf`	Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. FNWF Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2022	J	`jnl`	Bayesian causal inference in automotive software engineering and online evaluation. CoRR Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2022	J	`jnl`	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. Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2022	B	`conf`	Challenges in developing and deploying AI in the engineering, procurement and construction industry. COMPSAC Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2022	—	`ch.`	Chapter 1 Climbing the Stairway to Heaven. Accelerating Digital Transformation Helena Holmström Olsson, Hiva Allahyari, Jan Bosch
2022	—	`ch.`	Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. Accelerating Digital Transformation David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2022	—	`ch.`	Chapter 12 The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale. Accelerating Digital Transformation Aleksander Fabijan, Pavel A. Dmitriev, Jan Bosch, Helena Holmström Olsson
2022	—	`ch.`	Chapter 13 Engineering AI Systems - A Research Agenda. Accelerating Digital Transformation Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
2022	—	`conf`	Controlled Continuous Deployment: A Case Study From The Telecommunications Domain. ICSSP/ICGSE Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2022	B	`conf`	Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study. COMPSAC Anas Dakkak, Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
2022	J	`jnl`	Data management for production quality deep learning models: Challenges and solutions. J. Syst. Softw. Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne
2022	B	`conf`	Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry. SEAA Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2022	—	`ch.`	Introduction to the Customer Data and Ecosystem-Driven Development Theme. Accelerating Digital Transformation Helena Holmström Olsson
2022	B	`conf`	Living in a Pink Cloud or Fighting a Whack-a-Mole? On the Creation of Recurring Revenue Streams in the Embedded Systems Domain. SEAA Helena Holmström Olsson, Jan Bosch
2022	—	`conf`	Machine Learning Algorithms for Labeling: Where and How They are Used? SysCon Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
2022	—	`conf`	Pattern Recognition Method for Detecting Engineering Errors on Technical Drawings. AIIoT Rimma Dzhusupova, Richa Banotra, Jan Bosch, Helena Holmström Olsson
2022	—	`conf`	Quō vādis, Data Business? - A Study for Understanding Maturity of Embedded System Companies in Data Economy. ICSOB Sami Hyrynsalmi, Helena Holmström Olsson, Jan Bosch, Sonja Hyrynsalmi
2022	B	`conf`	The Role Of Post-Release Software Traceability in Release Engineering: A Software-Intensive Embedded Systems Case Study From The Telecommunications Domain. SEAA Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2022	B	`conf`	The goldilocks framework: towards selecting the optimal approach to conducting AI projects. CAIN Rimma Dzhusupova, Jan Bosch, Helena Holmström Olsson
2021	B	`conf`	AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests. SEAA Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty
2021	B	`conf`	An Empirical Evaluation of Algorithms for Data Labeling. COMPSAC Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021	B	`conf`	An architecture for enabling A/B experiments in automotive embedded software. COMPSAC Yuchu Liu, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	J	`jnl`	An architecture for enabling A/B experiments in automotive embedded software. CoRR Yuchu Liu, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	B	`conf`	Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory. SEAA Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021	J	`jnl`	Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. CoRR Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2021	C	`conf`	Bayesian propensity score matching in automotive embedded software engineering. APSEC Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	J	`jnl`	Bayesian propensity score matching in automotive embedded software engineering. CoRR Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	J	`jnl`	Digital for real: A multicase study on the digital transformation of companies in the embedded systems domain. J. Softw. Evol. Process. Jan Bosch, Helena Holmström Olsson
2021	B	`conf`	End-to-End Federated Learning for Autonomous Driving Vehicles. IJCNN Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021	J	`jnl`	Fast and curious: A model for building efficient monitoring- and decision-making frameworks based on quantitative data. Inf. Softw. Technol. Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2021	J	`jnl`	On the Assessment of Benchmark Suites for Algorithm Comparison. CoRR David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson
2021	C	`conf`	On the Impact of ML use cases on Industrial Data Pipelines. APSEC M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Anders Jansson
2021	Misc	`conf`	On the Trade-off Between Robustness and Complexity in Data Pipelines. QUATIC Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
2021	J	`jnl`	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 Marco Konersmann, Brian Fitzgerald, Michael Goedicke, Helena Holmström Olsson, Jan Bosch, Stephan Krusche
2021	B	`conf`	Real-time End-to-End Federated Learning: An Automotive Case Study. COMPSAC Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021	J	`jnl`	Real-time End-to-End Federated Learning: An Automotive Case Study. CoRR Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021	B	`conf`	Size matters? Or not: A/B testing with limited sample in automotive embedded software. SEAA Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	J	`jnl`	Size matters? Or not: A/B testing with limited sample in automotive embedded software. CoRR Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021	J	`jnl`	Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions. IEEE Trans. Evol. Comput. David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021	C	`conf`	Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. APSEC Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021	—	`conf`	Towards Federated Learning: A Case Study in the Telecommunication Domain. ICSOB Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021	B	`conf`	Towards MLOps: A Framework and Maturity Model. SEAA Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2020	C	`conf`	AI Deployment Architecture: Multi-Case Study for Key Factor Identification. APSEC Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2020	B	`conf`	AI on the Edge: Architectural Alternatives. SEAA Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2020	B	`conf`	An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions. PROFES Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2020	—	`conf`	Architecting AI Deployment: A Systematic Review of State-of-the-Art and State-of-Practice Literature. ICSOB Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2020	B	`conf`	Automotive A/B testing: Challenges and Lessons Learned from Practice. SEAA David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Aita Maryam Korshani, Jonn Lantz
2020	—	`conf`	Autonomously Improving Systems in Industry: A Systematic Literature Review. ICSOB Rolf Green, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	Breaking the Vicious Circle: Why AI for software analytics and business intelligence does not take off in practice. SEAA Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. PROFES Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	Data Pipeline Management in Practice: Challenges and Opportunities. PROFES Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	Developing ML/DL Models: A Design Framework. ICSSP Meenu Mary John, Helena Holmström Olsson, Jan Bosch
2020	J	`jnl`	Engineering AI Systems: A Research Agenda. CoRR Jan Bosch, Ivica Crnkovic, Helena Holmström Olsson
2020	—	`conf`	Engineering Federated Learning Systems: A Literature Review. ICSOB Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. ICSSP David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2020	C	`conf`	Federated Learning Systems: Architecture Alternatives. APSEC Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2020	B	`conf`	From Ad-Hoc Data Analytics to DataOps. ICSSP Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak
2020	J	`jnl`	Going digital: Disruption and transformation in software-intensive embedded systems ecosystems. J. Softw. Evol. Process. Helena Holmström Olsson, Jan Bosch
2020	J	`jnl`	Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions. Inf. Softw. Technol. Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson
2020	C	`conf`	Machine Learning Models for Automatic Labeling: A Systematic Literature Review. ICSOFT Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson
2020	C	`conf`	Mining Customer Satisfaction on B2B Online Platforms using Service Quality and Web Usage Metrics. APSEC Iris Figalist, Marco Dieffenbacher, Isabella Eigner, Jan Bosch, Helena Holmström Olsson, Christoph Elsner
2020	B	`conf`	Modelling Data Pipelines. SEAA Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Tian J. Wang
2020	B	`conf`	The Five Purposes of Value Modeling. SEAA Helena Holmström Olsson, Jan Bosch
2020	J	`jnl`	The Online Controlled Experiment Lifecycle. IEEE Softw. Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
2020	C	`conf`	Towards Automated Detection of Data Pipeline Faults. APSEC Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Tian J. Wang
2019	B	`conf`	A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation. XP Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
2019	B	`conf`	ACE: Easy Deployment of Field Optimization Experiments. ECSA David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2019	—	`conf`	Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station. SysCon David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak, Krister Bergh
2019	B	`conf`	Business as Unusual: A Model for Continuous Real-Time Business Insights Based on Low Level Metrics. SEAA Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2019	J	`jnl`	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 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
2019	—	`conf`	Customer Churn Prediction in B2B Contexts. ICSOB Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2019	B	`conf`	Data Driven Development: Challenges in Online, Embedded and On-Premise Software. PROFES Helena Holmström Olsson, Jan Bosch
2019	B	`conf`	Data Management Challenges for Deep Learning. SEAA Aiswarya Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne
2019	—	`conf`	Dynamic Data Management for Machine Learning in Embedded Systems: A Case Study. ICSOB Hamza Ouhaichi, Helena Holmström Olsson, Jan Bosch
2019	J	`jnl`	Introduction to the special issue on quality engineering and management of software-intensive systems. J. Syst. Softw. Michael Felderer, Helena Holmström Olsson, Rick Rabiser
2019	—	`conf`	Leveraging Business Transformation with Machine Learning Experiments. ICSOB David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2019	J	`jnl`	Multi-armed bandits in the wild: Pitfalls and strategies in online experiments. Inf. Softw. Technol. David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2019	B	`conf`	Scaling Agile Beyond Organizational Boundaries: Coordination Challenges in Software Ecosystems. XP Iris Figalist, Christoph Elsner, Jan Bosch, Helena Holmström Olsson
2019	—	`conf`	Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale. ICSE (SEIP) Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch, Lukas Vermeer, Dylan Lewis
2018	B	`conf`	An Activity and Metric Model for Online Controlled Experiments. PROFES David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson
2018	B	`conf`	Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives. XP David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2018	J	`jnl`	Ecosystem traps and where to find them. J. Softw. Evol. Process. Jan Bosch, Helena Holmström Olsson
2018	B	`conf`	Effective Online Controlled Experiment Analysis at Large Scale. SEAA Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
2018	J	`jnl`	Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies. J. Softw. Evol. Process. Aleksander Fabijan, Pavel A. Dmitriev, Colin McFarland, Lukas Vermeer, Helena Holmström Olsson, Jan Bosch
2018	—	`conf`	It takes three to tango: Requirement, outcome/data, and AI driven development. SiBW Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
2018	J	`jnl`	Make Up Your Mind. CLEI Electron. J. Helena Holmström Olsson, Jan Bosch
2018	B	`conf`	Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing. SEAA Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
2018	B	`conf`	Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm. SSBSE David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson
2018	—	`ed.`	Proceedings of the 4th International Workshop on Rapid Continuous Software Engineering, RCoSE@ICSE 2018, Gothenburg, Sweden, May 29, 2018 RCoSE@ICSE Jan Bosch, Brian Fitzgerald, Michael Goedicke, Helena Holmström Olsson, Marco Konersmann, Stephan Krusche
2018	B	`conf`	Singing the Praise of Empowerment: Or Paying the Cost of Chaos. SEAA Helena Holmström Olsson, Jan Bosch
2018	J	`jnl`	Towards an Understanding of Scaling Frameworks and Business Agility: A Summary of the 6th International Workshop at XP2018. CoRR Torgeir Dingsøyr, Nils Brede Moe, Helena Holmström Olsson
2018	—	`conf`	Towards an understanding of scaling frameworks and business agility: a summary of the 6th international workshop at XP2018. XP Companion Torgeir Dingsøyr, Nils Brede Moe, Helena Holmström Olsson
2017	—	`conf`	3rd International Workshop on Rapid Continuous Software Engineering (RCoSe 2017). RCoSE@ICSE Michael Goedicke, Jan Bosch, Helena Holmström Olsson, Eduardo Santana de Almeida
2017	B	`conf`	Differentiating Feature Realization in Software Product Development. PROFES Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2017	—	`conf`	Experimentation that Matters: A Multi-case Study on the Challenges with A/B Testing. ICSOB Helena Holmström Olsson, Jan Bosch, Aleksander Fabijan
2017	J	`jnl`	From ad hoc to strategic ecosystem management: the "Three-Layer Ecosystem Strategy Model" (TeLESM). J. Softw. Evol. Process. Helena Holmström Olsson, Jan Bosch
2017	B	`conf`	More for Less: Automated Experimentation in Software-Intensive Systems. PROFES David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2017	—	`conf`	So Much Data; So Little Value: A Multi-case Study on Improving the Impact of Data-driven Development Practices. CIbSE Helena Holmström Olsson, Jan Bosch
2017	—	`ed.`	Software Business - 8th International Conference, ICSOB 2017, Essen, Germany, June 12-13, 2017, Proceedings ICSOB Arto Ojala, Helena Holmström Olsson, Karl Werder
2017	B	`conf`	The Benefits of Controlled Experimentation at Scale. SEAA Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
2017	A*	`conf`	The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale. ICSE Aleksander Fabijan, Pavel A. Dmitriev, Helena Holmström Olsson, Jan Bosch
2017	J	`jnl`	Toward Evidence-Based Organizations: Lessons from Embedded Systems, Online Games, and the Internet of Things. IEEE Softw. Jan Bosch, Helena Holmström Olsson
2017	B	`conf`	Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation. SEAA David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2016	B	`conf`	Collaborative Innovation: A Model for Selecting the Optimal Ecosystem Innovation Strategy. SEAA Helena Holmström Olsson, Jan Bosch
2016	B	`conf`	Commodity Eats Innovation for Breakfast: A Model for Differentiating Feature Realization. PROFES Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2016	—	`conf`	Data-driven continuous evolution of smart systems. SEAMS@ICSE Jan Bosch, Helena Holmström Olsson
2016	B	`conf`	Exploring IoT User Dimensions - A Multi-case Study on User Interactions in 'Internet of Things' Systems. PROFES Helena Holmström Olsson, Jan Bosch, Brian Katumba
2016	—	`conf`	From requirements to continuous re-prioritization of hypotheses. CSED@ICSE Helena Holmström Olsson, Jan Bosch
2016	B	`conf`	No More Bosses? - A Multi-case Study on the Emerging Use of Non-hierarchical Principles in Large-Scale Software Development. PROFES Helena Holmström Olsson, Jan Bosch
2016	B	`conf`	The Lack of Sharing of Customer Data in Large Software Organizations: Challenges and Implications. XP Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2016	B	`conf`	Time to Say 'Good Bye': Feature Lifecycle. SEAA Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2016	—	`conf`	Towards 'Human/System Synergistic Development': How Emergent System Characteristics Change Software Development. ICSOB Helena Holmström Olsson, Jan Bosch
2016	—	`conf`	Towards DevOps in the Embedded Systems Domain: Why is It So Hard? HICSS Lucy Ellen Lwakatare, Teemu Karvonen, Tanja Sauvola, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo
2016	—	`conf`	Trends in Large-Scale Agile Development: A Summary of the 4th Workshop at XP2016. XP Workshops Nils Brede Moe, Helena Holmström Olsson, Torgeir Dingsøyr
2016	—	`conf`	User Dimensions in 'Internet of Things' Systems: The UDIT Model. ICSOB Helena Holmström Olsson, Jan Bosch, Brian Katumba
2015	—	`conf`	Customer Feedback and Data Collection Techniques in Software R&D: A Literature Review. ICSOB Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2015	B	`conf`	Early Value Argumentation and Prediction: An Iterative Approach to Quantifying Feature Value. PROFES Aleksander Fabijan, Helena Holmström Olsson, Jan Bosch
2015	—	`conf`	Hitting the Target: Practices for Moving Toward Innovation Experiment Systems. ICSOB Teemu Karvonen, Lucy Ellen Lwakatare, Tanja Sauvola, Jan Bosch, Helena Holmström Olsson, Pasi Kuvaja, Markku Oivo
2015	C	`conf`	Quantitative Requirements Prioritization from a Pre-development Perspective. SPICE Enrico Johansson, Daniel Bergdahl, Jan Bosch, Helena Holmström Olsson
2015	B	`conf`	Requirement Prioritization with Quantitative Data - A Case Study. PROFES Enrico Johansson, Daniel Bergdahl, Jan Bosch, Helena Holmström Olsson
2015	B	`conf`	Strategic Ecosystem Management: A Multi-case Study in the B2B Domain. PROFES Helena Holmström Olsson, Jan Bosch
2015	—	`conf`	Strategic Ecosystem Management: A Multi-case Study on Challenges and Strategies for Different Ecosystem Types. EUROMICRO-SEAA Helena Holmström Olsson, Jan Bosch
2015	—	`conf`	Towards Continuous Customer Validation: A Conceptual Model for Combining Qualitative Customer Feedback with Quantitative Customer Observation. ICSOB Helena Holmström Olsson, Jan Bosch
2015	—	`conf`	Towards Customer-Centric Software Development: A Multiple-Case Study. EUROMICRO-SEAA Tanja Sauvola, Lucy Ellen Lwakatare, Teemu Karvonen, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo
2015	—	`conf`	Towards continuous validation of customer value. XP Workshops Helena Holmström Olsson, Jan Bosch
2014	—	`conf`	Automated User Interaction Analysis for Workflow-Based Web Portals. ICSOB Emil Backlund, Mikael Bolle, Matthias Tichy, Helena Holmström Olsson, Jan Bosch
2014	—	`ch.`	Climbing the "Stairway to Heaven": Evolving From Agile Development to Continuous Deployment of Software. Continuous Software Engineering Helena Holmström Olsson, Jan Bosch
2014	—	`ch.`	Customer-Specific Teams for Agile Evolution of Large-Scale Embedded Systems. Continuous Software Engineering Helena Holmström Olsson, Anna Börjesson Sandberg, Jan Bosch
2014	—	`conf`	Ecosystem-Driven Software Development: A Case Study on the Emerging Challenges in Inter-organizational R&D. ICSOB Helena Holmström Olsson, Jan Bosch
2014	—	`conf`	From Opinions to Data-Driven Software R&D: A Multi-case Study on How to Close the 'Open Loop' Problem. EUROMICRO-SEAA Helena Holmström Olsson, Jan Bosch
2014	—	`conf`	Industrial Challenges of Scaling Agile in Mass-Produced Embedded Systems. XP Workshops Ulrik Eklund, Helena Holmström Olsson, Niels Jørgen Strøm
2014	—	`ch.`	Post-deployment Data Collection in Software-Intensive Embedded Products. Continuous Software Engineering Helena Holmström Olsson, Jan Bosch
2014	J	`jnl`	Scale and Responsiveness in Large-Scale Software Development. IEEE Softw. Helena Holmström Olsson, Anna Börjesson Sandberg, Jan Bosch, Hiva Allahyari
2014	B	`conf`	Technical Dependency Challenges in Large-Scale Agile Software Development. XP Nelson Sekitoleko, Felix Evbota, Eric Knauss, Anna Sandberg, Michel R. V. Chaudron, Helena Holmström Olsson
2014	—	`ch.`	The HYPEX Model: From Opinions to Data-Driven Software Development. Continuous Software Engineering Helena Holmström Olsson, Jan Bosch
2014	B	`conf`	Towards Agile and Beyond: An Empirical Account on the Challenges Involved When Advancing Software Development Practices. XP Helena Holmström Olsson, Jan Bosch
2013	—	`conf`	Customer-Specific Teams for Agile Evolution of Large-Scale Embedded Systems. EUROMICRO-SEAA Helena Holmström Olsson, Jan Bosch, Hiva Allahyari
2013	A	`conf`	JAutomate: A Tool for System- and Acceptance-test Automation. ICST Emil Alégroth, Michel Nass, Helena Holmström Olsson
2013	—	`conf`	Post-deployment Data Collection in Software-Intensive Embedded Products. ICSOB Helena Holmström Olsson, Jan Bosch
2013	—	`conf`	The Early Stage Software Startup Development Model: A Framework for Operationalizing Lean Principles in Software Startups. LESS Jan Bosch, Helena Holmström Olsson, Jens Björk, Jens Ljungblad
2013	—	`conf`	Towards Data-Driven Product Development: A Multiple Case Study on Post-deployment Data Usage in Software-Intensive Embedded Systems. LESS Helena Holmström Olsson, Jan Bosch
2013	A	`conf`	Transitioning Manual System Test Suites to Automated Testing: An Industrial Case Study. ICST Emil Alégroth, Robert Feldt, Helena Holmström Olsson
2012	—	`conf`	Climbing the "Stairway to Heaven" - A Mulitiple-Case Study Exploring Barriers in the Transition from Agile Development towards Continuous Deployment of Software. EUROMICRO-SEAA Helena Holmström Olsson, Hiva Allahyari, Jan Bosch
2010	J	`jnl`	Appreciating Lessons Learned. IEEE Softw. Anders Baaz, Lena Holmberg, Agneta Nilsson, Helena Holmström Olsson, Anna Börjesson Sandberg
2009	J	`jnl`	Appreciative inquiry in software process improvement. Softw. Process. Improv. Pract. Lena Holmberg, Agneta Nilsson, Helena Holmström Olsson, Anna Börjesson Sandberg
2009	J	`jnl`	Benefits of global software development: exploring the unexplored. Softw. Process. Improv. Pract. Eoin Ó Conchúir, Helena Holmström Olsson, Pär J. Ågerfalk, Brian Fitzgerald
2009	J	`jnl`	Global software development: where are the benefits? Commun. ACM Eoin Ó Conchúir, Pär J. Ågerfalk, Helena Holmström Olsson, Brian Fitzgerald
2008	—	`conf`	Benefits of Global Software Development: The Known and Unknown. ICSP Pär J. Ågerfalk, Brian Fitzgerald, Helena Holmström Olsson, Eoin Ó Conchúir
2006	J	`jnl`	Two-Stage Offshoring: An Investigation of the Irish Bridge. MIS Q. Helena Holmström Olsson, Eoin Ó Conchúir, Pär J. Ågerfalk, Brian Fitzgerald
2006	J	`jnl`	Virtual Community Use for Packaged Software Maintenance. J. Organ. Comput. Electron. Commer. Helena Holmström Olsson, Brian Fitzgerald