1 code implementation • 19 Feb 2024 • Jialiang Wang, Weiling Li, Yurong Zhong, Xin Luo
The performance of an LFA model relies heavily on its training process, which is a non-convex optimization.
no code implementations • 16 Jan 2024 • Beibei Yang, Weiling Li, Yan Fang
Event cameras are neuromorphic sensors that capture asynchronous and sparse event stream when per-pixel brightness changes.
no code implementations • 19 Sep 2023 • Yurong Zhong, Zhe Xie, Weiling Li, Xin Luo
Nonnegative Latent Factor Analysis (NLFA) models have proven to possess the superiority to address this issue, where a linear bias incorporation (LBI) scheme is important in present the training overshooting and fluctuation, as well as preventing the model from premature convergence.
no code implementations • 6 Jun 2023 • Yurong Zhong, Zhe Xie, Weiling Li, Xin Luo
An Undirected Weighted Network (UWN) is frequently encountered in a big-data-related application concerning the complex interactions among numerous nodes, e. g., a protein interaction network from a bioinformatics application.
no code implementations • 6 Jun 2023 • Yurong Zhong, Zhe Xie, Weiling Li, Xin Luo
An Undirected Weighted Network (UWN) is commonly found in big data-related applications.
no code implementations • 13 Aug 2022 • Kaiguang Yang, Yeping Wang, Qianhao Luo, Xin Liu, Weiling Li
Occupational pneumoconiosis (OP) staging is a vital task concerning the lung healthy of a subject.
no code implementations • 12 Aug 2022 • Jialiang Wang, Yurong Zhong, Weiling Li
Determining these hyperparameters is time-consuming and it largely reduces the practicability of an SLF model.
no code implementations • 9 Aug 2022 • Zhe Xie, Weiling Li, Yurong Zhong
It can naturally be quantified as a symmetric high-dimensional and incomplete (SHDI) matrix for implementing big data analysis tasks.
no code implementations • 4 Mar 2022 • Weiling Li, Xin Luo
Precise representation of large-scale undirected network is the basis for understanding relations within a massive entity set.