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EdTechLnu The research within the EdTechLnu field of knowledge has three main strands: • Developing new technology to support education and learning. • Studying teaching and learning where students…
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Doctoral project: Visual learning analytics to support teachers’ pedagogical work This doctoral project features a collaboration with a number of EdTech companies that develop digital learning…
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Doctoral project: Visual analytics for explainable and trustworthy machine learning This doctoral project aims to develop foundational principles, techniques, and tools for visual analytics, for…
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Doctoral project: Supporting Synchronous Asymmetric Data Exploration using Virtual Reality within the context of Collaborative Immersive Analytics Immersive technologies, such as virtual reality,…
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Doctoral project: RUL prediction based on historical battery cycle logs This project aims to create a workflow with diverse machine learning algorithms to simulate battery remaining useful life (RUL)…
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Doctoral project: Reuse of health data, combing the best of two worlds A method for automatic generation of features with high predictive power based on domain knowledge.
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Doctoral project: Realising smarter organization by developing Digital Twin of the Organization A Digital Twin of an Organization (DTO) as a software component proposes a live model of an…
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Doctoral project: Personalized mathematics teaching – the use of data analysis as a support tool This dissertation project intends to investigate how mathematics teaching can be supported and enhanced…
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Doctoral project: Multivariate network embedding for visual analytics This doctoral project aims to explore the use of embedding technologies for visual and computational analytics on large…
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Doctoral project: How to Secure Multi-Vendor Data Flow Oriented Environments with ICT Governance and Systems Thinking This doctoral project consists of two parts: One ongoing licentiate thesis…
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Doctoral project: Exploring AI driven operation for forecasting in data-light environments: The multishop concept The advent of big data and AI brought new possibilities to businesses. In this…
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Doctoral project: Enhancing MLOps architectures for efficient integration, deployment and inference of AI Models in diverse industrial settings This project focuses on advancing MLOps architectures to…
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Doctoral project: Efficient detection of changes in software evolution and their operationalization for software maintenance This project aimed at understanding and using changes detected in software…
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Doctoral project: Ecosystems and smart cities Cities face major climate challenges. In my research, I investigate how digital transformation and ecosystems contribute to increased collaboration…
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Doctoral project: Document Classification and Entity Extraction Many aspects of accounting present difficulties in achieving full automation due to the abundance of unstructured information, such as…
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Doctoral project: Digitalization of Business Model This project is about developing a business model for omnichannel retailing. Global competition in highly dynamic retail markets demands firms to…
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Doctoral project: Digital twin developments within Volvo CE This doctoral project relates to develop a so-called digital twin platform. The aim is to understand customers' problems and support them…
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Doctoral project: Digital Twin as a Service (DTaaS) This doctoral project targets to work on Digital Twin, with integration to data intensive sources.