research
∙
08/09/2023
AI-Enabled Software and System Architecture Frameworks: Focusing on smart Cyber-Physical Systems (CPS)
Several architecture frameworks for software, systems, and enterprises h...
share
research
∙
04/05/2023
Model-Driven Quantum Federated Learning (QFL)
Recently, several studies have proposed frameworks for Quantum Federated...
research
∙
09/15/2022
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna ML-Quadrat
In this paper, we propose to adopt the MDE paradigm for the development ...
research
∙
03/06/2022
Enabling Automated Machine Learning for Model-Driven AI Engineering
Developing smart software services requires both Software Engineering an...
research
∙
07/14/2021
MDE4QAI: Towards Model-Driven Engineering for Quantum Artificial Intelligence
Over the past decade, Artificial Intelligence (AI) has provided enormous...
research
∙
07/06/2021
ML-Quadrat DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services
In this paper, we present the novel early tool prototype of ML-Quadrat, ...
research
∙
07/06/2021
Enabling Un-/Semi-Supervised Machine Learning for MDSE of the Real-World CPS/IoT Applications
In this paper, we propose a novel approach to support domain-specific Mo...
research
∙
07/06/2021
A Model-Driven Engineering Approach to Machine Learning and Software Modeling
Models are used in both the Software Engineering (SE) and the Artificial...
research
∙
02/12/2021
Data Analytics and Machine Learning Methods, Techniques and Tool for Model-Driven Engineering of Smart IoT Services
This doctoral dissertation proposes a novel approach to enhance the deve...
research
∙
09/22/2020
Sense-Deliberate-Act Cognitive Agents for Sense-Compute-Control Applications in the Internet of Things Services
In this paper, we advocate Agent-Oriented Software Engi-neering (AOSE) t...
research
∙
09/22/2020
Domain Specific Modeling (DSM) as a Service for the Internet of Things Services
In this paper, we propose a novel approach for developing Sense-Compute-...
research
∙
09/22/2020
ThingML+ Augmenting Model-Driven Software Engineering for the Internet of Things with Machine Learning
In this paper, we present the current position of the research project M...
research
∙
09/22/2020