Shuyin Xia

According to our database, Shuyin Xia authored at least 79 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles.

Yiping Xiong, Shuyin Xia, Caoxiao Li, Xiaoyu Lian, Bin Hou, Guoyin Wang

Int. J. Mach. Learn. Cybern., May, 2024

An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem.

Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem

IEEE Trans. Neural Networks Learn. Syst., April, 2024

GBG++: A Fast and Stable Granular Ball Generation Method for Classification.

Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.

Qun Liu, Chengxin Peng, Shuyin Xia, Guoyin Wang

Neurocomputing, March, 2024

One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning.

Chunjie Wang, Dawei Dai, Shuyin Xia, Yingge Liu, Guoyin Wang

IEEE Trans. Artif. Intell., January, 2024

Open Continual Feature Selection via Granular-Ball Knowledge Transfer.

Xuemei Cao, Xin Yang, Shuyin Xia, Guoyin Wang, Tianrui Li

CoRR, 2024

Multi-Granularity Causal Structure Learning.

Jiaxuan Liang, Jun Wang, Guoxian Yu, Shuyin Xia, Guoyin Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space.

Fan Zhao, Qinghua Zhang, Chengying Wu, Yongyang Dai, Qin Xie, Guoyin Wang, Shuyin Xia

IEEE Trans. Fuzzy Syst., October, 2023

Bi-LSTM Sequence Modeling for On-The-Fly Fine-Grained Sketch-Based Image Retrieval.

Yingge Liu, Dawei Dai, Xiaoyu Tang, Shuyin Xia, Guoyin Wang

IEEE Trans. Artif. Intell., October, 2023

Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System.

Qinghua Zhang, Chengying Wu, Shuyin Xia, Fan Zhao, Man Gao, Yunlong Cheng, Guoyin Wang

IEEE Trans. Knowl. Data Eng., September, 2023

An Efficient Spectral Clustering Algorithm Based on Granular-Ball.

Jiang Xie, Weiyu Kong, Shuyin Xia, Guoyin Wang, Xinbo Gao

IEEE Trans. Knowl. Data Eng., September, 2023

GRRS: Accurate and Efficient Neighborhood Rough Set for Feature Selection.

Shuyin Xia, Shulin Wu, Xinxing Chen, Guoyin Wang, Xinbo Gao, Qinghua Zhang, Elisabeth Giem, Zizhong Chen

IEEE Trans. Knowl. Data Eng., September, 2023

An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation.

Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem

IEEE Trans. Knowl. Data Eng., August, 2023

Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification.

Shuyin Xia, Shaoyuan Zheng, Guoyin Wang, Xinbo Gao, Binggui Wang

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.

Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi

Neural Networks, 2023

A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification.

Qizhu Dai, Donggen Li, Shuyin Xia

Int. J. Mach. Learn. Cybern., 2023

Ensemble learning framework for image retrieval via deep hash ranking.

Donggen Li, Dawei Dai, Jiancu Chen, Shuyin Xia, Guoyin Wang

Knowl. Based Syst., 2023

Multiscale hierarchical attention fusion network for edge detection.

Kun Meng, Xianyong Dong, Hongyuan Shan, Shuyin Xia

Int. J. Ad Hoc Ubiquitous Comput., 2023

Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method.

Shuyin Xia, Guoyin Wang, Xinbo Gao

CoRR, 2023

Granular-ball Optimization Algorithm.

Shuyin Xia, Jiancu Chen, Bin Hou, Guoyin Wang

CoRR, 2023

Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls.

Jiang Xie, Qiao Deng, Shuyin Xia, Yangzhou Zhao, Guoyin Wang, Xinbo Gao

CoRR, 2023

Graph-based Representation for Image based on Granular-ball.

Shuyin Xia, Dawei Dai, Long Yang, Zhany Li, Danf Lan, Hao Zhu, Guoy Wang

CoRR, 2023

GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing.

Jiang Xie, Shuyin Xia, Guoyin Wang, Xinbo Gao

CoRR, 2023

Granular-Ball Three-Way Decision.

Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li

Proceedings of the Rough Sets - International Joint Conference, 2023

GBSMOTE: A Robust Sampling Method Based on Granular-ball Computing and SMOTE for Class Imbalance.

Tian Xia, Yabin Shao, Shuyin Xia, Yiping Xiong, Xiaoyu Lian, Wu Ling

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

GBCloud: a Robust Cloud Model for Processing Multi-dimensional Data Using Granular-ball Computing.

Yuting Shi, Shuyin Xia, Zizhong Chen

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

Building Interpretable Deep CNN Based on Binary Tree Structure Convolution Layers.

Da Liu, Dawei Dai, Yuqi Wang, Feng Hu, Shuyin Xia, Guoyin Wang

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

An Adaptive Granular Ball Classifier Based on Natural Neighbor.

Chen Li, Yabin Shao, Shuyin Xia, Cheng Wang, Tian Xia, Xiaoli Peng

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

Sketch Less Face Image Retrieval: A New Challenge.

Dawei Dai, Yutang Li, Liang Wang, Shiyu Fu, Shuyin Xia, Guoyin Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram.

Qinghua Zhang, Yunlong Cheng, Fan Zhao, Guoyin Wang, Shuyin Xia

IEEE Trans. Neural Networks Learn. Syst., 2022

mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework.

Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen

IEEE Trans. Neural Networks Learn. Syst., 2022

GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.

Shuyin Xia, Hao Zhang, Wenhua Li, Guoyin Wang, Elisabeth Giem, Zizhong Chen

IEEE Trans. Knowl. Data Eng., 2022

Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.

Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi

IEEE Trans. Intell. Transp. Syst., 2022

Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification.

Shuyin Xia, Yong Zheng, Guoyin Wang, Ping He, Heng Li, Zizhong Chen

IEEE Trans. Cybern., 2022

Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation.

Junbing Li, Changqing Zhang, Joey Tianyi Zhou, Huazhu Fu, Shuyin Xia, Qinghua Hu

IEEE Trans. Cybern., 2022

Random Sharing Parameters in the Global Region of Convolutional Neural Network.

Dawei Dai, Zhiguo Zhuang, Jianchao Wei, Shuyin Xia, Yutang Li, Hongfei Zhu

IEEE Trans. Artif. Intell., 2022

An adaptive threshold-based quantum image segmentation algorithm and its simulation.

Suzhen Yuan, Wenhao Zhao, Shengwei Gao, Shuyin Xia, Bo Hang, Hong Qu

Quantum Inf. Process., 2022

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.

Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Elisabeth Giem, Wei Wei, Zizhong Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2022

An adaptive and general model for label noise detection using relative probabilistic density.

Shuyin Xia, Longhai Huang, Guoyin Wang, Xinbo Gao, Yabin Shao, Zizhong Chen

Knowl. Based Syst., 2022

FNC: A fast neighborhood calculation framework.

Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Chenggen Pu, Jie Qian

Knowl. Based Syst., 2022

Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval.

Dawei Dai, Xiaoyu Tang, Yingge Liu, Shuyin Xia, Guoyin Wang

Knowl. Based Syst., 2022

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction.

Dawei Dai, Tao Chen, Shuyin Xia, Guoyin Wang, Zizhong Chen

Knowl. Based Syst., 2022

IbLT: An effective granular computing framework for hierarchical community detection.

Shun Fu, Guoyin Wang, Ji Xu, Shuyin Xia

J. Intell. Inf. Syst., 2022

VPGB: A granular-ball based model for attribute reduction and classification with label noise.

Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Weiqi Chen

Inf. Sci., 2022

A novel cluster internal evaluation index based on hyper-balls.

Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng

CoRR, 2022

Fuzzy Granular-Ball Computing Framework and Its Implementation in SVM.

Shuyin Xia, Xiaoyu Lian, Yabin Shao

CoRR, 2022

GBSVM: Granular-ball Support Vector Machine.

Shuyin Xia, Guoyin Wang, Xinbo Gao, Xiaoli Peng

CoRR, 2022

Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval.

Dawei Dai, Xiaoyu Tang, Shuyin Xia, Yingge Liu, Guoyin Wang, Zizhong Chen

CoRR, 2022

GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set.

Shuyin Xia, Cheng Wang, Guoying Wang, Xinbo Gao, Elisabeth Giem, JianHang Yu

CoRR, 2022

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.

Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem

CoRR, 2022

Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set.

Cheng Wang, Yabin Shao, Xiaoli Peng, Shuyin Xia, Weiqi Chen

Proceedings of the Fuzzy Systems and Data Mining VIII, 2022

2021

Text tendency analysis based on multi-granularity emotional chunks and integrated learning.

Haichao Sun, Guoyin Wang, Shuyin Xia

Neural Comput. Appl., 2021

Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow.

Hao Zhou, Xianyong Dong, Shuyin Xia, Guoyin Wang

Knowl. Based Syst., 2021

RSMOTE: A self-adaptive robust SMOTE for imbalanced problems with label noise.

Baiyun Chen, Shuyin Xia, Zizhong Chen, Binggui Wang, Guoyin Wang

Inf. Sci., 2021

Building partially understandable convolutional neural networks by differentiating class-related neural nodes.

Dawei Dai, Chengfu Tang, Guoyin Wang, Shuyin Xia

Neurocomputing, 2021

A Fast Attribute Reduction Algorithm of Neighborhood Rough Set.

Wenhua Li, Shuyin Xia, Zizhong Chen

Proceedings of the 13th International Conference on Knowledge and Smart Technology, 2021

Fast k-means Clustering Based on the Neighbor Information.

Daowan Peng, Zizhong Chen, Jingcheng Fu, Shuyin Xia, Qing Wen

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

An Improved Genetic Algorithm Based on k-means.

Caoxiao Li, Shuyin Xia, Jingcheng Fu, Zizhong Chen, Binggui Wang

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

Designing a Partially Understandable Neural Network through Semantic Embedding.

Chengfu Tang, Dawei Dai, Haoyue Bai, Guoyin Wang, Shuyin Xia, Feng Hu

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Deep multi-granularity graph embedding for user identity linkage across social networks.

Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu

Knowl. Based Syst., 2020

Social relationship prediction across networks using tri-training BP neural networks.

Qun Liu, Shuxin Liu, Guoyin Wang, Shuyin Xia

Neurocomputing, 2020

LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.

Shuyin Xia, Wenhua Li, Guoyin Wang, Xinbo Gao, Changqing Zhang, Elisabeth Giem

CoRR, 2020

Ball k-means.

Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei

CoRR, 2020

Understanding a Deep Neural Network Based on Neural-Path Coding.

Dawei Dai, Chengfu Tang, Dongyao Zhao, Shuyin Xia, Haoyue Bai

IEEE Access, 2020

2019

Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.

Shuyin Xia, Guoyin Wang, Zizhong Chen, Yanlin Duan, Qun Liu

IEEE Trans. Knowl. Data Eng., 2019

Granular ball computing classifiers for efficient, scalable and robust learning.

Shuyin Xia, Yunsheng Liu, Xin Ding, Guoyin Wang, Hong Yu, Yuoguo Luo

Inf. Sci., 2019

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.

Shuyin Xia, Yulong Xia, Hong Yu, Qun Liu, Yueguo Luo, Guoyin Wang, Zizhong Chen

IEEE Access, 2019

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks.

Shun Fu, Guoyin Wang, Shuyin Xia, Li Liu

Proceedings of the Rough Sets - International Joint Conference, 2019

Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning.

Junwu Yu, Shuyin Xia, Guoyin Wang

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

A Fast Relative Density Method Based on Space Partitioning.

Binggui Wang, Shuyin Xia, Hong Yu, Guoyin Wang

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

A Multi-granularity Genetic Algorithm.

Caoxiao Li, Shuyin Xia, Zizhong Chen, Guoyin Wang

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

2018

Multi-granularity Network Representation Learning Based on Game Theory.

Hang Shu, Qun Liu, Shuyin Xia

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Prediction of Aluminum Electrolysis Superheat Based on Improved Relative Density Noise Filter SMO.

Yunsheng Liu, Shuyin Xia, Hong Yu, Yueguo Luo, Baiyun Chen, Kang Liu, Guoyin Wang

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

The k-Means Forest Classifier for High Dimensional Data.

Zizhong Chen, Xin Ding, Shuyin Xia, Baiyun Chen

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

A Multi-Granular Relative Density Model for Class Noise Detection.

Xiao Liang, Shuyin Xia, Qun Liu, Yunsheng Liu, Baiyun Chen, Guoyin Wang

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Noise self-filtering K-nearest neighbors algorithms.

Shuyin Xia, Guoyin Wang, Yunsheng Liu, Qun Liu, Hong Yu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Vibration-Based Outlier Detection on High Dimensional Data.

Shuyin Xia, Guoyin Wang, Hong Yu, Qun Liu, Jin Wang

Int. J. Artif. Intell. Tools, 2016

2015

Location difference of multiple distances based k-nearest neighbors algorithm.

Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Guanghua Zhang

Knowl. Based Syst., 2015

Relative density based support vector machine.

Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Changyuan Xing

Neurocomputing, 2015