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Abstract: IoT systems face significant challenges adapting to user needs, often under-specified and evolving with changing environmental contexts. To address these complexities, users should be able to explore possibilities. At the same time, IoT systems must learn and support users in providing proper services, e.g., to serve novel experiences. The IoT-Together paradigm aims to meet this demand through the...
Abstract: Code comprehension is often supported by source code analysis tools that provide more abstract views over software systems, such as those detecting design patterns. These tools encompass analysis of source code and ensuing extraction of relevant information. However, the analysis of the source code is often specific to the target programming language. We propose DP‐LARA, a multilanguage pattern de...
Abstract: Modern software systems undergo frequent updates, continuously evolving with new versions and variants to offer new features, improve functionality, and expand usability. Given the rapid pace of software evolution, organizations require effective tools and methods to mitigate the challenges associated with these changes, also called deltas. To address these challenges, the international SmartDelta...
Abstract: Obtaining labels for supervised learning is time-consuming, and practitioners seek to minimize manual labeling. Semi-supervised learning allows practitioners to eliminate manual labeling by including unlabeled data in the training process. With many deep semi-supervised algorithms and applications available, practitioners need guidelines to select the optimal labeling algorithm for their problem. ...
Abstract: Software security is of utmost importance for most software systems. Developers must systematically select, plan, design, implement, and especially, maintain and evolve security features-functionalities to mitigate attacks or protect personal data such as cryptography or access control-to ensure the security of their software. Although security features are usually available in libraries, integrat...
Abstract: In this preface, we present an overview of the topics and scope of the European Conference on Modelling Foundations and Applications (ECMFA) and describe the editorial and reviewing process for its 21st edition (ECMFA 2025). We also provide an overview of the papers selected for publication and presentation, and details about the keynote talks by Anne Koziolek and Matthias Volk. Finally, we acknow...
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