Cover Image

LGBQPC: Local Granular-Ball Quality Peaks Clustering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jia, Zihang, Zhang, Zhen, Pedrycz, Witold
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularity
by: Jia, Zihang, et al.
Published: (2024)

MDL-GBG: A Non-parametric and Interpretable Granular-Ball Generation Method for Clustering
by: Xian, Zeqiang, et al.
Published: (2026)

Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Granular Balls
by: Gao, Can, et al.
Published: (2025)

A Boundary-Aware Non-parametric Granular-Ball Classifier Based on Minimum Description Length
by: Xian, Zeqiang, et al.
Published: (2026)

BEND: Bagging Deep Learning Training Based on Efficient Neural Network Diffusion
by: Wei, Jia, et al.
Published: (2024)

Theoretical Convergence of SMOTE-Generated Samples
by: Kamalov, Firuz, et al.
Published: (2026)

GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data
by: Xia, Shuyin, et al.
Published: (2024)

Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization
by: Zhao, Jie, et al.
Published: (2025)

Attribute Fusion-based Classifier on Framework of Belief Structure
by: Hu, Qiying, et al.
Published: (2025)

Granular Ball Twin Support Vector Machine
by: Quadir, A., et al.
Published: (2024)

Informed Machine Learning with Knowledge Landmarks
by: Dai, Chuyi, et al.
Published: (2026)

Minimum Description Length based Granular-Ball Tree Regularization for Spectral Clustering
by: Xian, Zeqiang, et al.
Published: (2026)

Exploring Contextual Representation and Multi-Modality for End-to-End Autonomous Driving
by: Azam, Shoaib, et al.
Published: (2022)

GBG++: A Fast and Stable Granular Ball Generation Method for Classification
by: Xie, Qin, et al.
Published: (2023)

An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models
by: Li, Jinbo, et al.
Published: (2025)

TrustGuard: GNN-based Robust and Explainable Trust Evaluation with Dynamicity Support
by: Wang, Jie, et al.
Published: (2023)

Granular Ball K-Class Twin Support Vector Classifier
by: Ganaie, M. A., et al.
Published: (2024)

Granular Ball Twin Support Vector Machine with Universum Data
by: Ganaie, M. A., et al.
Published: (2024)

Granular-Ball-Induced Multiple Kernel K-Means
by: Xia, Shuyin, et al.
Published: (2025)

LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data
by: Zhang, Jiajun, et al.
Published: (2024)

GBSVR: Granular Ball Support Vector Regression
by: Rastogi, Reshma, et al.
Published: (2025)

Granular-Balls based Fuzzy Twin Support Vector Machine for Classification
by: Zhao, Lixi, et al.
Published: (2024)

Enhanced Feature Based Granular Ball Twin Support Vector Machine
by: Quadir, A., et al.
Published: (2024)

Open Continual Feature Selection via Granular-Ball Knowledge Transfer
by: Cao, Xuemei, et al.
Published: (2024)

GAdaBoost: An Efficient and Robust AdaBoost Algorithm Based on Granular-Ball Structure
by: Xie, Qin, et al.
Published: (2025)

Approximate Borderline Sampling using Granular-Ball for Classification Tasks
by: Xie, Qin, et al.
Published: (2025)

Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification
by: Xu, Suping, et al.
Published: (2025)

From Distance to Direction: Structure-aware Label-specific Feature Fusion for Label Distribution Learning
by: Xu, Suping, et al.
Published: (2025)

S$^2$FS: Spatially-Aware Separability-Driven Feature Selection in Fuzzy Decision Systems
by: Xu, Suping, et al.
Published: (2025)

Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques
by: Islam, Saidul, et al.
Published: (2024)

Robust Categorical Data Clustering Guided by Multi-Granular Competitive Learning
by: Cai, Shenghong, et al.
Published: (2026)

GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing
by: Sajid, M., et al.
Published: (2024)

Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
by: Xia, Shuyin, et al.
Published: (2024)

A robust three-way classifier with shadowed granular-balls based on justifiable granularity
by: Yang, Jie, et al.
Published: (2024)

GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning
by: Huang, Jintao, et al.
Published: (2024)

Linguistic Fuzzy Information Evolution with Random Leader Election Mechanism for Decision-Making Systems
by: Jia, Qianlei, et al.
Published: (2024)

Multi-view Granular-ball Contrastive Clustering
by: Su, Peng, et al.
Published: (2024)

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing
by: Lai, Guannan, et al.
Published: (2025)

Efficient Quantum Approximate $k$NN Algorithm via Granular-Ball Computing
by: Xia, Shuyin, 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)