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Big data analytics in Agile software development: A systematic mapping study
(Elsevier, 2021-04)
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Context: Over the last decade, Agile methods have changed the software development process in an unparalleled way and with the increasing popularity of Big Data, optimizing development cycles through data analytics is ...
A method to estimate software strategic indicators in software development: An industrial application
(Elsevier, 2021-01)
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Article.
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Context: Exploiting software development related data from software-development intensive organizations to support tactical and strategic decision making is a challenge. Combining data-driven approaches with expert knowledge ...
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis
(Springer Nature, 2021-12-01)
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People express their opinions and views in different and often ambiguous ways, hence the meaning of their words is often not explicitly stated and frequently depends on the context. Therefore, it is difficult for machines ...
QaSD: A Quality-aware Strategic Dashboard for supporting decision makers in Agile Software Development
(2021-02)
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Software and data analytics solutions support improving development processes and the quality of the software produced in Agile Software Development (ASD). However, decision makers in software teams (e.g., product owner, ...
Adaptive monitoring for autonomous vehicles using the HAFLoop architecture
(2021)
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Current Self-Adaptive Systems (SASs) such as Autonomous Vehicles (AVs) are systems able to deal with highly complex contexts. However, due to the use of static feedback loops they are not able to respond to unanticipated ...
HAFLoop: An architecture for supporting highly adaptive feedback loops in self-adaptive systems
(Elsevier, 2020-04)
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Most of the current self-adaptive systems (SASs) rely on static feedback loops such as the IBM’s MAPE-K loop for managing their adaptation process. Static loops do not allow SASs to react to runtime events such as changing ...
Tychonis: a model-based approach to define and search for geometric events in space
(2021-06)
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Space missions need software in order to be aware of the occurrence of geometric events in different phases of their project lifecycle. However, current software packages that provide capabilities to search for geometric ...
Software-based dialogue systems: Survey, taxonomy and challenges
(2023-05)
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Article.
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The use of natural language interfaces in the field of human-computer interaction is undergoing intense study through dedicated scientific and industrial research. The latest contributions in the field, including deep ...