Jan Bosch

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 229

Top Venues

Publications

Thiago S. Vaillant, Felipe Deveza de Almeida, Paulo Anselmo da Mota Silveira Neto, Cuiyun Gao, Jan Bosch, Eduardo Santana de Almeida
Developers' Perceptions on the Impact of ChatGPT in Software Development: A Survey. CoRR (2024)
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)
Jan Bosch
The Future Is Already Here. IEEE Softw. 41 (3) (2024)
Rodrigo Pereira dos Santos, Eleni Constantinou, Pablo Oliveira Antonino, Jan Bosch
Software Engineering for Systems-of-Systems and Software Ecosystems. Inf. Softw. Technol. 165 (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)
Jan Bosch
Software Product Management: from opinions to data-driven experimentation. Software Product Management (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)
Antonio Martini, Terese Besker, Torsten Posch, Jan Bosch
TD Pulse: Assessing the Systematic Management of Technical Debt. IEEE Softw. 40 (3) (2023)
Rodrigo Pereira dos Santos, Eleni Constantinou, Pablo Oliveira Antonino, Jan Bosch
Reporting on a Decade of Promoting Software Engineering for Systems-of-Systems and Software Ecosystems. ACM SIGSOFT Softw. Eng. Notes 48 (2) (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)
Terese Besker, Antonio Martini, Jan Bosch
The use of incentives to promote technical debt management. Inf. Softw. Technol. 142 (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)
Rafael Capilla, Emilia Cioroaica, Barbora Buhnova, Jan Bosch
On Autonomous Dynamic Software Ecosystems. IEEE Trans. Engineering Management 69 (6) (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)
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
Efficient and effective exploratory testing of large-scale software systems. J. Syst. Softw. 174 (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)
Anh Nguyen-Duc, Varun Gupta, Chetan Arora, Pekka Abrahamsson, Jan Bosch
Preface of the Workshop Organizers. RE Workshops (2021)
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
On the experiences of adopting automated data validation in an industrial machine learning project. CoRR (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)
Torvald Mårtensson, Daniel Ståhl, Antonio Martini, Jan Bosch
The MaLET Model - Maturity Levels for Exploratory Testing. SEAA (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)
Sebastien Andreo, Ambra Calà, Jan Bosch
OpEx Driven Software Architecture A Case Study. ECSA (Companion) (2021)
Orges Cico, Terese Besker, Antonio Martini, Anh Nguyen-Duc, Renata Souza, Jan Bosch
Toward a Technical Debt Relationship with the Pivoting of Growth Phase Startups. PROFES (2021)
Anas Dakkak, David Issa Mattos, Jan Bosch
Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems. SEAA (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)
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
On the Experiences of Adopting Automated Data Validation in an Industrial Machine Learning Project. ICSE (SEIP) (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)
Anas Dakkak, David Issa Mattos, Jan Bosch
Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems. COMPSAC (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)
Terese Besker, Antonio Martini, Jan Bosch
The use of incentives to promote Technical Debt management. 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)
Terese Besker, Hadi Ghanbari, Antonio Martini, Jan Bosch
The influence of Technical Debt on software developer morale. J. Syst. Softw. 167 (2020)
Jan Bosch, Ivica Crnkovic, Helena Holmström Olsson
Engineering AI Systems: A Research Agenda. CoRR (2020)
Hugo Sica de Andrade, Ola Benderius, Christian Berger, Ivica Crnkovic, Jan Bosch
HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms. 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)
Terese Besker, Antonio Martini, Jan Bosch
Carrot and stick approaches when managing technical debt. TechDebt@ICSE (2020)
Lucy Ellen Lwakatare, Ivica Crnkovic, Ellinor Rånge, Jan Bosch
From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems. PROFES (2020)
Nathan Bosch, Jan Bosch
Software Logging for Machine Learning. CoRR (2020)
Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch
DevOps for AI - Challenges in Development of AI-enabled Applications. SoftCOM (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)
Hugo Sica de Andrade, Ivica Crnkovic, Jan Bosch
Refactoring Software in the Automotive Domain for Execution on Heterogeneous Platforms. COMPSAC (2020)
Antonio Martini, Terese Besker, Jan Bosch
Process Debt: a First Exploration. 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)

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Publication Activity (10 Years)

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Jan Bosch