黄金龙｜长江师范学院｜学者主页

2026

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Yi Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

Xiaocui Jiang, Dongdong Cheng, Jinlong Huang, Sulan Zhang

Lecture notes in computer science

DOI

2024

面向产业岗位需求的大数据专业课程建设

程东东，黄金龙

《中国新通信》

2024

数据科学与大数据技术专业课程群建设与研究

程东东，黄金龙

《中国新通信》

2024

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie

Information Sciences

DOI

2023

A novel outlier detecting algorithm based on the outlier turning points

Jinlong Huang, Dongdong Cheng, Sulan Zhang

Expert Systems With Applications，Vol. 231

DOI

2023

Searching natural neighbors in an accelerated way

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Engineering Applications of Artificial Intelligence

DOI

2023

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

A robust method based on locality sensitive hashing for K-nearest neighbors searching

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Quanwang Wu

Wireless Networks

DOI

2022

ASNN: Accelerated Searching for Natural Neighbors

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Communications in computer and information science

DOI

2021

基于云计算的数据中心网络体系结构设计

黄金龙，靳水静

《中国高新科技》

DOI

2021

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Xiaohua Zhang, Xin Luo

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2020

Dense members of local cores-based density peaks clustering algorithm

Dongdong Cheng, Sulan Zhang, Jinlong Huang

Knowledge-Based Systems

DOI

2019

Clustering with Local Density Peaks-Based Minimum Spanning Tree

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Jinlong Huang, Ru Xu, Dongdong Cheng, Sulan Zhang, Ke-ke Shang

IEEE Access

DOI

2019

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Huijun Liu

IEEE Access

DOI

2018

A Novel Cluster Validity Index Based on Local Cores

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

A local cores-based hierarchical clustering algorithm for data sets with complex structures

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang

Neural Computing and Applications

DOI

2018

A hierarchical clustering algorithm based on noise removal

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang

International Journal of Machine Learning and Cybernetics

DOI

2018

Natural neighborhood graph-based instance reduction algorithm without parameters

Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Quanwang Wu, Xiaolu Hong

Applied Soft Computing

DOI

2014

基于ALCQ(D)的CBR事例修正算法研究

黄金龙，古天龙，孙晋永，徐周波

《计算机科学》

黄金龙

精选作品

期刊论文

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

面向产业岗位需求的大数据专业课程建设

数据科学与大数据技术专业课程群建设与研究

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

A novel outlier detecting algorithm based on the outlier turning points

Searching natural neighbors in an accelerated way

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

A robust method based on locality sensitive hashing for K-nearest neighbors searching

ASNN: Accelerated Searching for Natural Neighbors

基于云计算的数据中心网络体系结构设计

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

Dense members of local cores-based density peaks clustering algorithm

Clustering with Local Density Peaks-Based Minimum Spanning Tree

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

A Novel Cluster Validity Index Based on Local Cores

A local cores-based hierarchical clustering algorithm for data sets with complex structures

A hierarchical clustering algorithm based on noise removal

Natural neighborhood graph-based instance reduction algorithm without parameters

基于ALCQ(D)的CBR事例修正算法研究

研究方向