Dongdong Cheng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 36

Top Topics

Cluster Centers

Nearest Neighbor

Top Venues

Knowl. Based Syst.

IEEE Trans. Neural Networks Learn. Syst.

J. Syst. Archit.

Publications

Dongdong Cheng, Shushu Liu, Shuyin Xia, Guoyin Wang
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data. Expert Syst. Appl. 247 (2024)
Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie
GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. Inf. Sci. 674 (2024)
Ruidong Xue, Xiaoxia Zhang, Xin Xu, Jiangtao Zhang, Dongdong Cheng, Guoyin Wang
Multi-strategy Integration Model Based on Black-Winged Kite Algorithm and Artificial Rabbit Optimization. ICSI (1) (2024)
Shushu Liu, Dongdong Cheng, Jiang Xie
Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data. ICMLC (2024)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Quanwang Wu
A robust method based on locality sensitive hashing for K-nearest neighbors searching. Wirel. Networks 30 (5) (2024)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Guoyin Wang, Dongdong Cheng, Deyou Xia, Hai Jiang
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence. Int. J. Autom. Comput. 20 (1) (2023)
Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang
Searching natural neighbors in an accelerated way. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Yanlu Gong, Quanwang Wu, Dongdong Cheng
A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors. Int. J. Mach. Learn. Cybern. 14 (8) (2023)
Jinlong Huang, Dongdong Cheng, Sulan Zhang
A novel outlier detecting algorithm based on the outlier turning points. Expert Syst. Appl. 231 (2023)
Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang
ASNN: Accelerated Searching for Natural Neighbors. Big Data (CCF) (2022)
Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng
A novel cluster internal evaluation index based on hyper-balls. CoRR (2022)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Xiaohua Zhang, Xin Luo
A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Jiangmei Luo, Qingsheng Zhu, Junnan Li, Dongdong Cheng, Mingqiang Zhou
A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation. PAKDD (2) (2022)
Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Jixiang Du
Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems. J. Syst. Archit. 118 (2021)
Jinxin Shi, Qingsheng Zhu, Junnan Li, Ji Liu, Dongdong Cheng
Hierarchical Clustering Based on Local Cores and Sharing Concept. COMPSAC (2021)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
Clustering with Local Density Peaks-Based Minimum Spanning Tree. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Jixiang Du
Corrigendum to Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems Journal of Systems Architecture volume 118 (2021) 102212. J. Syst. Archit. 119 (2021)
Zhiyong Zhang, Qingsheng Zhu, Fan Zhu, Junnan Li, Dongdong Cheng, Yi Liu, Jiangmei Luo
Density decay graph-based density peak clustering. Knowl. Based Syst. 224 (2021)
Dongdong Cheng, Sulan Zhang, Jinlong Huang
Dense members of local cores-based density peaks clustering algorithm. Knowl. Based Syst. 193 (2020)
Junnan Li, Qingsheng Zhu, Quanwang Wu, Dongdong Cheng
An effective framework based on local cores for self-labeled semi-supervised classification. Knowl. Based Syst. 197 (2020)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Dongdong Cheng, Xiaolu Hong
Constraint nearest neighbor for instance reduction. Soft Comput. 23 (24) (2019)
Jinlong Huang, Ru Xu, Dongdong Cheng, Sulan Zhang, Keke Shang
A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points. IEEE Access 7 (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A local cores-based hierarchical clustering algorithm for data sets with complex structures. Neural Comput. Appl. 31 (11) (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A Novel Cluster Validity Index Based on Local Cores. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Huijun Liu
Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets. IEEE Access 7 (2019)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
A hierarchical clustering algorithm based on noise removal. Int. J. Mach. Learn. Cybern. 10 (7) (2019)
Dongdong Cheng, Qingsheng Zhu, Quanwang Wu
A Local Cores-Based Hierarchical Clustering Algorithm for Data Sets with Complex Structures. COMPSAC (1) (2018)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Quanwang Wu, Xiaolu Hong
Natural neighborhood graph-based instance reduction algorithm without parameters. Appl. Soft Comput. 70 (2018)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
A novel outlier cluster detection algorithm without top-n parameter. Knowl. Based Syst. 121 (2017)
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
QCC: a novel clustering algorithm based on Quasi-Cluster Centers. Mach. Learn. 106 (3) (2017)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
Adaptive edited natural neighbor algorithm. Neurocomputing 230 (2017)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang, Quanwang Wu
Natural neighbor-based clustering algorithm with local representatives. Knowl. Based Syst. 123 (2017)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
An efficient reduction algorithm based on natural neighbor and nearest enemy. ICCI*CC (2016)
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang
Natural neighbor-based clustering algorithm with density peeks. IJCNN (2016)
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Cheng Zhang
Natural Neighbor Reduction Algorithm for Instance-based Learning. Int. J. Cogn. Informatics Nat. Intell. 10 (4) (2016)