Browsing Institutt for informatikk by Author "Gad-Elrab, Mohamed H."

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  • 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 (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 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). ...
  • The Data Value Quest: A Holistic Semantic Approach at Bosch 
    Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2022)
    Introduction. Modern industry witnesses a fast growth in volume and complexity of heterogeneous manufacturing (big) data thanks to the technological advances of Industry 4.0, including development in perception, communication, ...