no code implementations • 16 Dec 2023 • Dairui Liu, Boming Yang, Honghui Du, Derek Greene, Aonghus Lawlor, Ruihai Dong, Irene Li
In the evolving field of personalized news recommendation, understanding the semantics of the underlying data is crucial.
no code implementations • 21 Nov 2023 • Honghui Du, Qizhi He
We present the neural-integrated meshfree (NIM) method, a differentiable programming-based hybrid meshfree approach within the field of computational mechanics.
1 code implementation • 2 Aug 2023 • Haiwen Du, Zheng Ju, Yu An, Honghui Du, Dongjie Zhu, Zhaoshuo Tian, Aonghus Lawlor, Ruihai Dong
To make the analysis model applicable to more environments, we propose a noise patterns transferring model, which takes the spectrum of standard water samples in different environments as cases and learns the differences in their noise patterns, thus enabling noise patterns to transfer to unknown samples.
1 code implementation • 7 Jan 2019 • Honghui Du, Leandro L. Minku, Huiyu Zhou
To speed up recovery from concept drift and improve predictive performance in data stream mining, this work proposes a novel approach called Multi-sourcE onLine TrAnsfer learning for Non-statIonary Environments (Melanie).