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ORCIDDongdong Cheng
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2020 – today
- 2024
[j27]Dongdong Cheng
, Shushu Liu, Shuyin Xia, Guoyin Wang:
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data. Expert Syst. Appl. 247: 123313 (2024)- [j26]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: 120731 (2024) - [j25]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): 11077-11090 (2024) - [j24]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): 4195-4208 (2024) - [c8]Shushu Liu, Dongdong Cheng, Jiang Xie:
Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data. ICMLC 2024: 16-20 - [c7]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: 197-207 - 2023
- [j23]Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang:
Searching natural neighbors in an accelerated way. Eng. Appl. Artif. Intell. 126(Part D): 107172 (2023) - [j22]Jinlong Huang, Dongdong Cheng, Sulan Zhang:
A novel outlier detecting algorithm based on the outlier turning points. Expert Syst. Appl. 231: 120799 (2023) - [j21]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): 121-144 (2023) - [j20]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): 2887-2902 (2023) - 2022
- [j19]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): 2348-2360 (2022) - [c6]Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang:
ASNN: Accelerated Searching for Natural Neighbors. Big Data (CCF) 2022: 40-56 - [c5]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: 174-186 - [i1]Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng:
A novel cluster internal evaluation index based on hyper-balls. CoRR abs/2212.14524 (2022) - 2021
- [j18]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: 102212 (2021) - [j17]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: 102260 (2021) - [j16]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: 107075 (2021) - [j15]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): 374-387 (2021) - [c4]Jinxin Shi, Qingsheng Zhu, Junnan Li, Ji Liu, Dongdong Cheng:
Hierarchical Clustering Based on Local Cores and Sharing Concept. COMPSAC 2021: 284-289 - 2020
- [j14]Dongdong Cheng, Sulan Zhang, Jinlong Huang:
Dense members of local cores-based density peaks clustering algorithm. Knowl. Based Syst. 193: 105454 (2020) - [j13]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: 105804 (2020)
2010 – 2019
- 2019
- [j12]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: 43707-43720 (2019) - [j11]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: 151339-151349 (2019) - [j10]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): 1591-1602 (2019) - [j9]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): 8051-8068 (2019) - [j8]Lijun Yang, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Dongdong Cheng, Xiaolu Hong:
Constraint nearest neighbor for instance reduction. Soft Comput. 23(24): 13235-13245 (2019) - [j7]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): 985-999 (2019) - 2018
- [j6]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: 279-287 (2018) - [c3]Dongdong Cheng, Qingsheng Zhu, Quanwang Wu:
A Local Cores-Based Hierarchical Clustering Algorithm for Data Sets with Complex Structures. COMPSAC (1) 2018: 410-419 - 2017
- [j5]Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng:
Adaptive edited natural neighbor algorithm. Neurocomputing 230: 427-433 (2017) - [j4]Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu:
A novel outlier cluster detection algorithm without top-n parameter. Knowl. Based Syst. 121: 32-40 (2017) - [j3]Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang, Quanwang Wu:
Natural neighbor-based clustering algorithm with local representatives. Knowl. Based Syst. 123: 238-253 (2017) - [j2]Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu:
QCC: a novel clustering algorithm based on Quasi-Cluster Centers. Mach. Learn. 106(3): 337-357 (2017) - 2016
- [j1]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): 59-73 (2016) - [c2]Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng:
An efficient reduction algorithm based on natural neighbor and nearest enemy. ICCI*CC 2016: 212-218 - [c1]Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang:
Natural neighbor-based clustering algorithm with density peeks. IJCNN 2016: 92-98
Coauthor Index
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