no code implementations • 25 Jul 2023 • Ying Xiao, Hou-Biao Li, Yu-pu Zhang
In this paper, we address these problems by proposing a data-driven Bregman divergence parameter optimization clustering algorithm (DBGSA), which combines the Universal Gravitational Algorithm to bring similar points closer in the dataset.
no code implementations • 31 May 2023 • Xu-chang Guo, Hou-Biao Li
By transforming the target concept and sub-concepts of rules into information tables, rough set theory is used to solve the acquisition of domain knowledge and the correction, reduction and generation of rules at a lower cost.
no code implementations • 12 Jun 2022 • Dan Liu, Hou-Biao Li
Currently, matrix decomposition is one of the most widely used collaborative filtering algorithms by using factor decomposition to effectively deal with large-scale rating matrix.
no code implementations • 19 Apr 2022 • Yu-hao Wu, Hou-Biao Li
Although traditional symbolic reasoning methods are highly interpretable, their application in knowledge graph link prediction is limited due to their low computational efficiency.
no code implementations • 14 Mar 2022 • Yu-hao Wu, Hou-Biao Li
Although traditional symbolic reasoning methods are highly interpretable, their application in knowledge graphs link prediction has been limited due to their computational inefficiency.
no code implementations • 24 May 2013 • Shu-Zhen Lai, Hou-Biao Li, Zu-Tao Zhang
In this paper, an algorithm for nonnegative matrix approximation is proposed.