2025
3D-DaVa: Enhancing 3D Point Cloud Data Reliability for Industrial Applications.
ACM J. Data Inf. Qual., 2025
2024
Editorial: Special Issue on Software Engineering and AI for Data Quality.
ACM J. Data Inf. Qual., December, 2024
ERG-AI: enhancing occupational ergonomics with uncertainty-aware ML and LLM feedback.
Appl. Intell., December, 2024
SEA4DQ 2024 Workshop Summary.
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ACM SIGSOFT Softw. Eng. Notes, October, 2024
Uncertainty-Aware Virtual Sensors for Cyber-Physical Systems.
IEEE Softw., 2024
The Price of Prompting: Profiling Energy Use in Large Language Models Inference.
CoRR, 2024
INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum.
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Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024
Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things.
Proceedings of the 14th International Conference on the Internet of Things, 2024
INTEND: Intent-Based Data Operation in the Computing Continuum.
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Proceedings of the Research Projects Exhibition Papers Presented at the 36th International Conference on Advanced Information Systems Engineering(CAiSE 2024), 2024
Engineering Carbon Emission-aware Machine Learning Pipelines.
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
2023
Virtual sensors for erroneous data repair in manufacturing <i>a machine learning pipeline</i>.
Comput. Ind., August, 2023
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing.
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Comput. Ind., April, 2023
Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things - SEA4DQ'22 Report.
ACM SIGSOFT Softw. Eng. Notes, January, 2023
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0.
ACM Comput. Surv., 2023
AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023
Edge-based Data Profiling and Repair as a Service for IoT.
Proceedings of the 13th International Conference on the Internet of Things, 2023
REPTILE: a Tool for Replay-driven Continual Learning in IIoT.
Proceedings of the 13th International Conference on the Internet of Things, 2023
Automated Behavior Labeling for IIoT Data.
Proceedings of the 13th International Conference on the Internet of Things, 2023
Towards Community-Driven Generative AI.
Proceedings of the Position Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023
Replay-Driven Continual Learning for the Industrial Internet of Things.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023
2022
Industry-Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns.
ACM Trans. Softw. Eng. Methodol., 2022
Taming Data Quality in AI-Enabled Industrial Internet of Things.
IEEE Softw., 2022
Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report.
ACM SIGSOFT Softw. Eng. Notes, 2022
UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022
2021
On The Reliability Of Machine Learning Applications In Manufacturing Environments.
CoRR, 2021
A Systematic Mapping Study on Approaches for Al-Supported Security Risk Assessment.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
2020
DeepVentilation: Learning to Predict Physical Effort from Breathing.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Yolo4Apnea: Real-time Detection of Obstructive Sleep Apnea.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Creation of an Wearable Startup: From a Laboratory Incubator to a Revenue Generating Business.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020
Opening the software engineering toolbox for the assessment of trustworthy AI.
Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
2019
Status Quo in Requirements Engineering: A Theory and a Global Family of Surveys.
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ACM Trans. Softw. Eng. Methodol., 2019
Good Practices in Aligning Software Engineering Research and Industry Practice.
ACM SIGSOFT Softw. Eng. Notes, 2019
2018
Using UML/MARTE to support performance tuning and stress testing in real-time systems.
Softw. Syst. Model., 2018
Certus: an organizational effort towards research-based innovation in software verification and validation.
Int. J. Syst. Assur. Eng. Manag., 2018
DevOps Enhancement with Continuous Test Optimization.
Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018
DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
2017
Modeling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience at the Norwegian Customs Directorate.
IEEE Trans. Reliab., 2017
Anticipating anonymity in screening program databases.
Int. J. Medical Informatics, 2017
Naming the pain in requirements engineering - Contemporary problems, causes, and effects in practice.
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Empir. Softw. Eng., 2017
TITAN: Test Suite Optimization for Highly Configurable Software.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017
4th International Workshop on Software Engineering Research and Industrial Practise (SER&IP 2017).
Proceedings of the 4th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, 2017
Portinari: A Data Exploration Tool to Personalize Cervical Cancer Screening.
Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Society Track, 2017
Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems.
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017
Constraint-Based Verification of a Mobile App Game Designed for Nudging People to Attend Cancer Screening.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Generating Test Sequences to Assess the Performance of Elastic Cloud-Based Systems.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2015
Discovering model transformation pre-conditions using automatically generated test models.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015
Towards More Relational Feature Models.
Proceedings of the ICSOFT-EA 2015, 2015
2nd International Workshop on Software Engineering Research and Industrial Practice (SER&IP 2015).
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing.
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015
Scientific Hangman: Gamifying Scientific Evidence for General Public.
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
Crowdpinion: Motivating People to Share their Momentary Opinion.
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
2014
Experience Report: Verifying Data Interaction Coverage to Improve Testing of Data-Intensive Systems: The Norwegian Customs and Excise Case Study.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014
Certus: glimpses of a centre for research-based innovation in software verification and validation.
Proceedings of the 1st International Workshop on Software Engineering Research and Industrial Practices, 2014
2013
Practical pairwise testing for software product lines.
Proceedings of the 17th International Software Product Line Conference, 2013
Modelling data interaction requirements: A position paper.
Proceedings of the International Workshop on Model-Driven Requirements Engineering, 2013
A review of traceability research at the requirements engineering conference<sup>re@21</sup>.
Proceedings of the 21st IEEE International Requirements Engineering Conference, 2013
Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013
Testing a Data-Intensive System with Generated Data Interactions - The Norwegian Customs and Excise Case Study.
Proceedings of the Advanced Information Systems Engineering, 2013
2012
Pairwise testing for software product lines: comparison of two approaches.
Softw. Qual. J., 2012
Reusable model transformations.
Softw. Syst. Model., 2012
Static Analysis of Model Transformations for Effective Test Generation.
Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering, 2012
Using Models of Partial Knowledge to Test Model Transformations.
Proceedings of the Theory and Practice of Model Transformations, 2012
2011
Reusing legacy software in a self-adaptive middleware framework.
Proceedings of the Adaptive and Reflective Middleware on Proceedings of the International Workshop, 2011
Girgit: A Dynamically Adaptive Vision System for Scene Understanding.
Proceedings of the Computer Vision Systems - 8th International Conference, 2011
Pairwise testing of dynamic composite services.
Proceedings of the 2011 ICSE Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2011
2010
Découverte automatique de modèles effectifs (Automatic Effective Model Discovery).
PhD thesis, 2010
Evaluation of Kermeta for solving graph-based problems.
Int. J. Softw. Tools Technol. Transf., 2010
Towards Domain-specific Model Editors with Automatic Model Completion.
Simul., 2010
Variability Modeling and QoS Analysis of Web Services Orchestrations.
Proceedings of the IEEE International Conference on Web Services, 2010
Automated and Scalable T-wise Test Case Generation Strategies for Software Product Lines.
Proceedings of the Third International Conference on Software Testing, 2010
2009
Proceedings of the Model Driven Engineering Languages and Systems, 2009
Automatic Model Generation Strategies for Model Transformation Testing.
Proceedings of the Theory and Practice of Model Transformations, 2009
2008
On Combining Multi-formalism Knowledge to Select Models for Model Transformation Testing.
Proceedings of the First International Conference on Software Testing, 2008
2007
Domain-Specific Model Editors with Model Completion.
Proceedings of the Models in Software Engineering, Workshops and Symposia at MoDELS 2007, Nashville, TN, USA, September 30, 2007
2006
Chemical equation balancing: An integer programming approach.
Math. Comput. Model., 2006
O(n<sup>3</sup>) g-inversion-free noniterative near-consistent linear system solver for minimum-norm least-squares and nonnegative solutions.
J. Comput. Methods Sci. Eng., 2006