Search Results for author: Hou-Biao Li

Found 6 papers, 0 papers with code

DBGSA: A Novel Data Adaptive Bregman Clustering Algorithm

no code implementations25 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.

Clustering

A rule-general abductive learning by rough sets

no code implementations31 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.

A Matrix Decomposition Model Based on Feature Factors in Movie Recommendation System

no code implementations12 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.

Attribute Collaborative Filtering +2

RNNCTPs: A Neural Symbolic Reasoning Method Using Dynamic Knowledge Partitioning Technology

no code implementations19 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.

Computational Efficiency Link Prediction +1

Neural Theorem Provers Delineating Search Area Using RNN

no code implementations14 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.

Computational Efficiency Knowledge Graphs +2

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