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van den Berg R

As seen in: PeerJ
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Articles by van den Berg R

WTNet: temporal knowledge graph reasoning network with windowing strategy and transformer-based fusion

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By Lee DB, Ray SN, van den Berg R
| PeerJ
In recently year, temporal knowledge graphs (TKG), as an important branch of knowledge graphs, have made tremendous progress. Unlike traditional knowledge graphs, TKG embed temporal information, further enhancing their ability to represent the real world. A TKG is defined as a sequence of static knowledge graphs in different timestamps. TKG composed of quadruples (s,r,o,t), which represents relation r exists between head entity s and tail entity o at timestamp t.
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Structure-enhanced pre-trained language model for requirement-cyber threat intelligence knowledge graph completion

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By Yiqin Lu, Juan D-C, van den Berg R
| PeerJ
Critical Information Infrastructures (CIIs) underpin national stability and socio-economic security and have become primary targets of increasingly sophisticated cyberattacks. The evolving threat landscape requires cybersecurity management mechanisms that can systematically integrate threat intelligence with organizational security requirements to support timely and informed decision-making.
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