Dongdong Cheng

43 papers A* 1B 3Misc 1Journal 32Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data.
IEEE Trans. Knowl. Data Eng.
Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Yi Wang
2025 J jnl
Distribution-Aware Fractional Anisotropic Filtering for Vibration Displacement Field Measurement.
IEEE Trans. Instrum. Meas.
Jing Shen, Xuezhi Yang, Dongdong Cheng
2025 J jnl
GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Data.
CoRR
Yewang Chen, Junfeng Li, Shuyin Xia, Qinghong Lai, Xinbo Gao, Guoyin Wang, Dongdong Cheng, Yi Liu, Yi Wang
2025 A* conf
Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data.
ICDE
Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang
2024 J jnl
A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang
2024 J jnl
A robust method based on locality sensitive hashing for K-nearest neighbors searching.
Wirel. Networks
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Quanwang Wu
2024 — conf
Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing.
IJCRS (1)
Xiaocui Jiang, Dongdong Cheng, Jinlong Huang, Sulan Zhang
2024 J jnl
GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm.
Inf. Sci.
Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie
2024 J jnl
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data.
Expert Syst. Appl.
Dongdong Cheng, Shushu Liu, Shuyin Xia, Guoyin Wang
2024 Misc conf
Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data.
ICMLC
Shushu Liu, Dongdong Cheng, Jiang Xie
2024 J jnl
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie
2024 — conf
Multi-strategy Integration Model Based on Black-Winged Kite Algorithm and Artificial Rabbit Optimization.
ICSI (1)
Ruidong Xue, Xiaoxia Zhang, Xin Xu, Jiangtao Zhang, Dongdong Cheng, Guoyin Wang
2024 — conf
Unsupervised Granular-Ball Partitioning Algorithm Based on KL Divergence.
IJCRS (1)
Xiaodong Xu, Dongdong Cheng, Jinlong Huang, Sulan Zhang
2023 J jnl
A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors.
Int. J. Mach. Learn. Cybern.
Yanlu Gong, Quanwang Wu, Dongdong Cheng
2023 J jnl
A novel outlier detecting algorithm based on the outlier turning points.
Expert Syst. Appl.
Jinlong Huang, Dongdong Cheng, Sulan Zhang
2023 J jnl
Searching natural neighbors in an accelerated way.
Eng. Appl. Artif. Intell.
Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang
2023 J jnl
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence.
Int. J. Autom. Comput.
Guoyin Wang, Dongdong Cheng, Deyou Xia, Hai Jiang
2022 J jnl
A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks.
IEEE Trans. Syst. Man Cybern. Syst.
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Xiaohua Zhang, Xin Luo
2022 — conf
A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation.
PAKDD (2)
Jiangmei Luo, Qingsheng Zhu, Junnan Li, Dongdong Cheng, Mingqiang Zhou
2022 J jnl
A novel cluster internal evaluation index based on hyper-balls.
CoRR
Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng
2022 B conf
ASNN: Accelerated Searching for Natural Neighbors.
Big Data (CCF)
Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang
2021 J jnl
Clustering with Local Density Peaks-Based Minimum Spanning Tree.
IEEE Trans. Knowl. Data Eng.
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
2021 J jnl
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.
Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Jixiang Du
2021 J jnl
Density decay graph-based density peak clustering.
Knowl. Based Syst.
Zhiyong Zhang, Qingsheng Zhu, Fan Zhu, Junnan Li, Dongdong Cheng, Yi Liu, Jiangmei Luo
2021 B conf
Hierarchical Clustering Based on Local Cores and Sharing Concept.
COMPSAC
Jinxin Shi, Qingsheng Zhu, Junnan Li, Ji Liu, Dongdong Cheng
2021 J jnl
Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems.
J. Syst. Archit.
Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Jixiang Du
2020 J jnl
An effective framework based on local cores for self-labeled semi-supervised classification.
Knowl. Based Syst.
Junnan Li, Qingsheng Zhu, Quanwang Wu, Dongdong Cheng
2020 J jnl
Dense members of local cores-based density peaks clustering algorithm.
Knowl. Based Syst.
Dongdong Cheng, Sulan Zhang, Jinlong Huang
2019 J jnl
A Novel Cluster Validity Index Based on Local Cores.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
2019 J jnl
A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points.
IEEE Access
Jinlong Huang, Ru Xu, Dongdong Cheng, Sulan Zhang, Keke Shang
2019 J jnl
A hierarchical clustering algorithm based on noise removal.
Int. J. Mach. Learn. Cybern.
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
2019 J jnl
A local cores-based hierarchical clustering algorithm for data sets with complex structures.
Neural Comput. Appl.
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang
2019 J jnl
Constraint nearest neighbor for instance reduction.
Soft Comput.
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Dongdong Cheng, Xiaolu Hong
2019 J jnl
Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets.
IEEE Access
Dongdong Cheng, Jinlong Huang, Sulan Zhang, Huijun Liu
2018 — conf
A Local Cores-Based Hierarchical Clustering Algorithm for Data Sets with Complex Structures.
COMPSAC (1)
Dongdong Cheng, Qingsheng Zhu, Quanwang Wu
2018 J jnl
Natural neighborhood graph-based instance reduction algorithm without parameters.
Appl. Soft Comput.
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Quanwang Wu, Xiaolu Hong
2017 J jnl
A novel outlier cluster detection algorithm without top-n parameter.
Knowl. Based Syst.
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
2017 J jnl
Adaptive edited natural neighbor algorithm.
Neurocomputing
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
2017 J jnl
Natural neighbor-based clustering algorithm with local representatives.
Knowl. Based Syst.
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang, Quanwang Wu
2017 J jnl
QCC: a novel clustering algorithm based on Quasi-Cluster Centers.
Mach. Learn.
Jinlong Huang, Qingsheng Zhu, Lijun Yang, Dongdong Cheng, Quanwang Wu
2016 — conf
An efficient reduction algorithm based on natural neighbor and nearest enemy.
ICCI*CC
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng
2016 J jnl
Natural Neighbor Reduction Algorithm for Instance-based Learning.
Int. J. Cogn. Informatics Nat. Intell.
Lijun Yang, Qingsheng Zhu, Jinlong Huang, Dongdong Cheng, Cheng Zhang
2016 B conf
Natural neighbor-based clustering algorithm with density peeks.
IJCNN
Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Lijun Yang