Mining Software Repositories for Expert Recommendation.
CoRR, April, 2025
TinyML for Speech Recognition.
CoRR, April, 2025
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic Modeling.
CoRR, April, 2025
Automated Bug Report Prioritization in Large Open-Source Projects.
CoRR, April, 2025
Automated Duplicate Bug Report Detection in Large Open Bug Repositories.
CoRR, April, 2025
Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis.
CoRR, February, 2025
Enhancing SQL Injection Detection and Prevention Using Generative Models.
CoRR, February, 2025
From ML2 to ML2+: Integrating Time Series Forecasting in Model-Driven Engineering of Smart IoT Applications.
Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering, 2025
Machine Learning-Enabled Software and System Architecture Frameworks.
Dataset, June, 2024
Model-Driven Engineering for Quantum Programming: A Case Study on Ground State Energy Calculation.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Model-Driven Engineering Techniques and Tools for Machine Learning-Enabled IoT Applications: A Scoping Review.
Sensors, February, 2023
AI-Enabled Software and System Architecture Frameworks: Focusing on smart Cyber-Physical Systems (CPS).
CoRR, 2023
Model-Driven Quantum Federated Learning (QFL).
Proceedings of the Companion Proceedings of the 7th International Conference on the Art, 2023
Enabling Machine Learning in Software Architecture Frameworks.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023
Enabling Data Analytics and Machine Learning in Model-Driven Software Engineering of Smart IoT Services.
PhD thesis, 2022
A model-driven approach to machine learning and software modeling for the IoT.
Softw. Syst. Model., 2022
Enabling Automated Machine Learning for Model-Driven AI Engineering.
CoRR, 2022
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat.
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022
ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022
Towards Model-Driven Engineering for Quantum AI.
Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022
Supporting AI Engineering on the IoT Edge through Model-Driven TinyML.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
MDE4QAI: Towards Model-Driven Engineering for Quantum Artificial Intelligence.
CoRR, 2021
ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services.
CoRR, 2021
Enabling Un-/Semi-Supervised Machine Learning for MDSE of the Real-World CPS/IoT Applications.
CoRR, 2021
A Model-Driven Engineering Approach to Machine Learning and Software Modeling.
CoRR, 2021
Data Analytics and Machine Learning Methods, Techniques and Tool for Model-Driven Engineering of Smart IoT Services.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021
Sense-Deliberate-Act Cognitive Agents for Sense-Compute-Control Applications in the Internet of Things & Services.
CoRR, 2020
Domain Specific Modeling (DSM) as a Service for the Internet of Things & Services.
CoRR, 2020
From things' modeling language (ThingML) to things' machine learning (ThingML2).
Proceedings of the MODELS '20: ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems, 2020
ThingML+: Augmenting Model-Driven Software Engineering for the Internet of Things with Machine Learning.
Proceedings of MODELS 2018 Workshops: ModComp, 2018
Access Control for Apps Running on Constrained Devices in the Internet of Things.
Proceedings of the 2014 International Workshop on Secure Internet of Things, 2014
Domain Specific Modeling (DSM) as a Service for the Internet of Things and Services.
Proceedings of the Internet of Things. User-Centric IoT, 2014
Sense-Deliberate-Act Cognitive Agents for Sense-Compute-Control Applications in the Internet of Things and Services.
Proceedings of the Internet of Things. User-Centric IoT, 2014
Impact of Resource Sharing on Performance and Performance Prediction: A Survey.
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Proceedings of the CONCUR 2013 - Concurrency Theory - 24th International Conference, 2013
Bug Localization Using Revision Log Analysis and Open Bug Repository Text Categorization.
Proceedings of the Open Source Software: New Horizons, 2010