Browsing Publikasjoner fra Cristin by Journals "CEUR Workshop Proceedings"

Now showing items 1-10 of 10

    • Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration 

      Zheng, Zhuoxun; Savkovic, Ognjen; Phuc Luu, Huu; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (Peer reviewed; Journal article, 2023)
      Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented amount of data from factory production, posing big data challenges. In that context, distributed computing solutions such as cloud systems are ...

    • DivergentNets: Medical Image Segmentation by Network Ensemble 

      Thambawita, Vajira L B; Hicks, Steven; Halvorsen, Pål; Riegler, Michael (CEUR Workshop Proceedings;Vol-2886 - Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021), Conference object, 2021)
      Detection of colon polyps has become a trending topic in the intersecting fields of machine learning and gastrointestinal endoscopy. The focus has mainly been on per-frame classification. More recently, polyp segmentation ...

    • Getting to Grippe With Influenza: An Investigation of Why the Disease Is Called That 

      Dunbar, Maria Bekker-Nielsen; Manex, Agirrezabal; Bekker-Nielsen, Tønnes (Peer reviewed; Journal article, 2024)
      We investigate influenza-related terminology to gain a deeper understanding of what may have driven the choice in disease name when competing options were available. It is unclear why influenza in English should be called ...

    • Integrating Human-Centered Artificial Intelligence in Programming Practices to Reduce Teachers’ Workload 

      Andersen, Renate; Gjølstad, Eli; Mørch, Anders (CEUR Workshop Proceedings;Proceedings of CoPDA2022 - Sixth International Workshop on Cultures of Participation in the Digital Age: AI for Humans or Humans for AI?, Conference object, 2022)
      Abstract 1 Artificial intelligence (AI) has impacted every industry, including the education sector. In this position paper, we explore how human-centered AI (HCAI) can be integrated in programming activities in school ...

    • Koala-UI: An Interactive User Interface for Tabular Data Linking 

      Avogadro, Roberto; Jayawardene, Iroshani; Ma, Xiang; Soylu, Ahmet; Roman, Dumitru (Peer reviewed; Journal article, 2024)
      This paper introduces Koala-UI – a user interface system aimed at simplifying the entity linking process within data enrichment pipelines. Koala-UI provides an intuitive mechanism for linking entities across datasets, ...

    • Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring 

      Tan, Zhipeng; Zheng, Zhuoxun; Klironomos, Antonis; Gad-Elrab, Mohamed H.; Xiao, Guohui; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan (Peer reviewed; Journal article, 2023)
      Recently there has been a series of studies in knowledge graph embedding (KGE), which attempts to learn the embeddings of the entities and relations as numerical vectors and mathematical mappings via machine learning (ML). ...

    • Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch 

      Zheng, Zhuoxun; Zhou, Baifan; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny (Peer reviewed; Journal article, 2023)
      Background and Challenges. Industry 4.0 focuses on smart factories that rely on IoT tech- nology for automation. This produces massive amounts of production data, increasing the demand for data-driven solutions and cloud ...

    • Toward a Method of Visual Artifact Analysis: Understanding Learners’ Design Activity in a Makerspace 

      Mørch, Anders; Andersen, Renate (CEUR Workshop Proceedings;Vol-3136, Peer reviewed; Journal article, 2022-05-17)
      In our research, we study end-user development and computer-supported collaborative learning in educational settings. The main research method we use is interaction analysis (IA)—the analysis of group interaction (verbal ...

    • Towards a Visualisation Ontology for Data Analysis in Industrial Applications 

      Zheng, Zhuoxun; Zhou, Baifan; Soylu, Ahmet; Kharlamov, Evgeny (Peer reviewed; Journal article, 2022)

    • Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station 

      Jayawardene, Iroshani; Roman, Dumitru; Zhao, Yingxiang; Ulyashin, Alexander G.; Soylu, Ahmet; Ma, Xiang (Peer reviewed; Journal article, 2024)
      SINTEF’s solar energy infrastructure, which integrates photovoltaic (PV) panels, meteorological instruments, inverters, and data pipelines, enables real-time data acquisition and visualization. Building on this infrastructure, ...