Titlebook: Software Architecture; 15th European Confer Patrizia Scandurra,Matthias Galster,Danny Weyns Conference proceedings 2022 The Editor(s) (if a

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Self-adaptive Machine Learning Systems: Research Challenges and Opportunitieshese systems typically operate in non-static environments, which are prone to unexpected changes, as is the case of self-driving cars and enterprise systems. In this context, machine-learned software can misbehave. Thus, it is paramount that these systems are capable of detecting problems with their

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An Architectural Approach for Enabling and Developing Cooperative Behaviour in Diverse Autonomous Rog fosters cooperation opportunity identification and cooperation planning. The presented architecture allows developing, training, testing, and deploying dynamic cooperation solutions for diverse autonomous robots using ontology-based reasoning. The architecture operates in three different worlds: i

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A Probabilistic Model for Effective Explainability Based on Personality Traits-machine collaboration. However, providing the most appropriate kind of explanations – in terms of length, format and presentation mode of explanations at the proper time – is critical to enhancing their effectiveness. Moreover, since explanation entails costs, such as the time it takes to explain a

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Interactive Elicitation of Resilience Scenarios Based on Hazard Analysis Techniquesion of whether the system meets these requirements is not systematic or not even conducted. . We explore (1) the usage of the scenario-based Architecture Trade-Off Analysis Method (ATAM) and established hazard analysis techniques, i.e., Fault Trees and Control Hazard and Operability Study (CHAZOP),

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Conference proceedings 2022ECSA 2021, held in Växjö, Sweden*, in September 2021. .The 15 full papers presented in this volume were carefully reviewed and selected from 17 submissions. Papers presented were accepted into the following tracks and workshops: Industry Track; DE&I - Diversity, Equity and Inclusion Track; SAEroCon

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Blended Graphical and Textual Modelling of UML-RT State-Machines: An Industrial Experiencel context. We report on the definition of a textual syntax and advanced textual editing for UML-RT state-machines as well as the provision of synchronization mechanisms between graphical and textual editors.