GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data
Fuente:
arXiv
Saved in:
| Main Authors: | Xia, Shuyin, Shi, Bolun, Wang, Yifan, Xie, Jiang, Wang, Guoyin, Gao, Xinbo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Granular-Ball-Induced Multiple Kernel K-Means
by: Xia, Shuyin, et al.
Published: (2025)
by: Xia, Shuyin, et al.
Published: (2025)
GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure
by: Xie, Qin, et al.
Published: (2025)
by: Xie, Qin, et al.
Published: (2025)
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method
by: Xia, Shuyin, et al.
Published: (2023)
by: Xia, Shuyin, et al.
Published: (2023)
GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing
by: Xia, Shuyin, et al.
Published: (2025)
by: Xia, Shuyin, et al.
Published: (2025)
Open Continual Feature Selection via Granular-Ball Knowledge Transfer
by: Cao, Xuemei, et al.
Published: (2024)
by: Cao, Xuemei, et al.
Published: (2024)
GBSVM: Granular-ball Support Vector Machine
by: Xia, Shuyin, et al.
Published: (2022)
by: Xia, Shuyin, et al.
Published: (2022)
GBG++: A Fast and Stable Granular Ball Generation Method for Classification
by: Xie, Qin, et al.
Published: (2023)
by: Xie, Qin, et al.
Published: (2023)
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
by: Xia, Shuyin, et al.
Published: (2024)
by: Xia, Shuyin, et al.
Published: (2024)
GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Data
by: Chen, Yewang, et al.
Published: (2025)
by: Chen, Yewang, et al.
Published: (2025)
Approximate Borderline Sampling using Granular-Ball for Classification Tasks
by: Xie, Qin, et al.
Published: (2025)
by: Xie, Qin, et al.
Published: (2025)
Efficient Quantum Approximate $k$NN Algorithm via Granular-Ball Computing
by: Xia, Shuyin, et al.
Published: (2025)
by: Xia, Shuyin, et al.
Published: (2025)
Granular Ball Guided Masking: Structure-aware Data Augmentation
by: Xia, Shuyin, et al.
Published: (2025)
by: Xia, Shuyin, et al.
Published: (2025)
A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing
by: Lai, Guannan, et al.
Published: (2025)
by: Lai, Guannan, et al.
Published: (2025)
GBO:AMulti-Granularity Optimization Algorithm via Granular-ball for Continuous Problems
by: Xia, Shuyin, et al.
Published: (2023)
by: Xia, Shuyin, et al.
Published: (2023)
Efficient and Scalable Granular-ball Graph Coarsening Method for Large-scale Graph Node Classification
by: Wang, Guan, et al.
Published: (2026)
by: Wang, Guan, et al.
Published: (2026)
Square Superpixel Generation and Representation Learning via Granular Ball Computing
by: Xia, Shuyin, et al.
Published: (2026)
by: Xia, Shuyin, et al.
Published: (2026)
Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularity
by: Jia, Zihang, et al.
Published: (2024)
by: Jia, Zihang, et al.
Published: (2024)
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing
by: Xia, Shuyin, et al.
Published: (2025)
by: Xia, Shuyin, et al.
Published: (2025)
Finding Time Series Anomalies using Granular-ball Vector Data Description
by: Shen, Lifeng, et al.
Published: (2025)
by: Shen, Lifeng, et al.
Published: (2025)
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
by: Li, Yanhua, et al.
Published: (2024)
by: Li, Yanhua, et al.
Published: (2024)
LGBQPC: Local Granular-Ball Quality Peaks Clustering
by: Jia, Zihang, et al.
Published: (2025)
by: Jia, Zihang, et al.
Published: (2025)
EvoSampling: A Granular Ball-based Evolutionary Hybrid Sampling with Knowledge Transfer for Imbalanced Learning
by: Pei, Wenbin, et al.
Published: (2024)
by: Pei, Wenbin, et al.
Published: (2024)
Robust Smart Contract Vulnerability Detection via Contrastive Learning-Enhanced Granular-ball Training
by: Wang, Zeli, et al.
Published: (2026)
by: Wang, Zeli, et al.
Published: (2026)
Granular Ball Twin Support Vector Machine with Universum Data
by: Ganaie, M. A., et al.
Published: (2024)
by: Ganaie, M. A., et al.
Published: (2024)
A robust three-way classifier with shadowed granular-balls based on justifiable granularity
by: Yang, Jie, et al.
Published: (2024)
by: Yang, Jie, et al.
Published: (2024)
Granular-ball Representation Learning for Deep CNN on Learning with Label Noise
by: Dai, Dawei, et al.
Published: (2024)
by: Dai, Dawei, et al.
Published: (2024)
Granular Ball Twin Support Vector Machine
by: Quadir, A., et al.
Published: (2024)
by: Quadir, A., et al.
Published: (2024)
Granular Ball Guided Stable Latent Domain Discovery for Domain-General Crowd Counting
by: Chen, Fan, et al.
Published: (2026)
by: Chen, Fan, et al.
Published: (2026)
Towards An Efficient Approach for the Nonconvex $\ell_p$ Ball Projection: Algorithm and Analysis
by: Yang, Xiangyu, et al.
Published: (2021)
by: Yang, Xiangyu, et al.
Published: (2021)
Minimum Description Length based Granular-Ball Tree Regularization for Spectral Clustering
by: Xian, Zeqiang, et al.
Published: (2026)
by: Xian, Zeqiang, et al.
Published: (2026)
Granular Ball K-Class Twin Support Vector Classifier
by: Ganaie, M. A., et al.
Published: (2024)
by: Ganaie, M. A., et al.
Published: (2024)
Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls
by: Gao, Can, et al.
Published: (2025)
by: Gao, Can, et al.
Published: (2025)
GBSVR: Granular Ball Support Vector Regression
by: Rastogi, Reshma, et al.
Published: (2025)
by: Rastogi, Reshma, et al.
Published: (2025)
Granular-Balls based Fuzzy Twin Support Vector Machine for Classification
by: Zhao, Lixi, et al.
Published: (2024)
by: Zhao, Lixi, et al.
Published: (2024)
Enhanced Feature Based Granular Ball Twin Support Vector Machine
by: Quadir, A., et al.
Published: (2024)
by: Quadir, A., et al.
Published: (2024)
MDL-GBG: A Non-parametric and Interpretable Granular-Ball Generation Method for Clustering
by: Xian, Zeqiang, et al.
Published: (2026)
by: Xian, Zeqiang, et al.
Published: (2026)
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing
by: Sajid, M., et al.
Published: (2024)
by: Sajid, M., et al.
Published: (2024)
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference
by: Wójcik, Bartosz, et al.
Published: (2023)
by: Wójcik, Bartosz, et al.
Published: (2023)
GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning
by: Huang, Jintao, et al.
Published: (2024)
by: Huang, Jintao, et al.
Published: (2024)
Robust Categorical Data Clustering Guided by Multi-Granular Competitive Learning
by: Cai, Shenghong, et al.
Published: (2026)
by: Cai, Shenghong, et al.
Published: (2026)
Similar Items
-
Granular-Ball-Induced Multiple Kernel K-Means
by: Xia, Shuyin, et al.
Published: (2025) -
GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure
by: Xie, Qin, et al.
Published: (2025) -
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method
by: Xia, Shuyin, et al.
Published: (2023) -
GBFRS: Robust Fuzzy Rough Sets via Granular-ball Computing
by: Xia, Shuyin, et al.
Published: (2025) -
Open Continual Feature Selection via Granular-Ball Knowledge Transfer
by: Cao, Xuemei, et al.
Published: (2024)