Shuyin Xia
Orcid: 0000-0001-5993-9563
According to our database1,
Shuyin Xia
authored at least 102 papers
between 2015 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Pattern Recognit., 2025
2024
IEEE Trans. Knowl. Data Eng., November, 2024
Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity.
IEEE Trans. Knowl. Data Eng., November, 2024
Three-Way Approximations Fusion With Granular-Ball Computing to Guide Multigranularity Fuzzy Entropy for Feature Selection.
IEEE Trans. Fuzzy Syst., October, 2024
Effective Value Analysis of Fuzzy Similarity Relation in HQSS for Efficient Granulation.
IEEE Trans. Neural Networks Learn. Syst., September, 2024
K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty.
IEEE Trans. Fuzzy Syst., August, 2024
IEEE Trans. Big Data, August, 2024
Quantum Inf. Process., May, 2024
A multi-granular general evolutionary computation framework by fully utilizing the eliminated particles.
Int. J. Mach. Learn. Cybern., May, 2024
IEEE Trans. Neural Networks Learn. Syst., April, 2024
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.
Neurocomputing, March, 2024
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning.
IEEE Trans. Artif. Intell., January, 2024
Inf. Fusion, 2024
Granular-ball computing-based manifold clustering algorithms for ultra-scalable data.
Expert Syst. Appl., 2024
Factors affecting forensic electric network frequency matching - A comprehensive study.
Digit. Commun. Networks, 2024
CoRR, 2024
CoRR, 2024
A robust three-way classifier with shadowed granular-balls based on justifiable granularity.
CoRR, 2024
Proceedings of the Rough Sets - International Joint Conference, 2024
GB<sub>RAIN</sub>: Combating Textual Label Noise by Granular-ball based Robust Training.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Neighborhood Covering Classifier Based on Optimal Granularity of Fuzzy Quotient Space.
IEEE Trans. Fuzzy Syst., October, 2023
IEEE Trans. Artif. Intell., October, 2023
Incremental Learning Based on Granular Ball Rough Sets for Classification in Dynamic Mixed-Type Decision System.
IEEE Trans. Knowl. Data Eng., September, 2023
IEEE Trans. Knowl. Data Eng., September, 2023
IEEE Trans. Knowl. Data Eng., September, 2023
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation.
IEEE Trans. Knowl. Data Eng., August, 2023
IEEE Trans. Neural Networks Learn. Syst., April, 2023
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.
Neural Networks, 2023
A cross-validation framework to find a better state than the balanced one for oversampling in imbalanced classification.
Int. J. Mach. Learn. Cybern., 2023
Knowl. Based Syst., 2023
Int. J. Ad Hoc Ubiquitous Comput., 2023
Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method.
CoRR, 2023
CoRR, 2023
GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing.
CoRR, 2023
Proceedings of the Rough Sets - International Joint Conference, 2023
GBSMOTE: A Robust Sampling Method Based on Granular-ball Computing and SMOTE for Class Imbalance.
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.
Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023
Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023
Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram.
IEEE Trans. Neural Networks Learn. Syst., 2022
mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework.
IEEE Trans. Neural Networks Learn. Syst., 2022
GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.
IEEE Trans. Knowl. Data Eng., 2022
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.
IEEE Trans. Intell. Transp. Syst., 2022
Random Space Division Sampling for Label-Noisy Classification or Imbalanced Classification.
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Artif. Intell., 2022
Quantum Inf. Process., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
An adaptive and general model for label noise detection using relative probabilistic density.
Knowl. Based Syst., 2022
Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval.
Knowl. Based Syst., 2022
Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction.
Knowl. Based Syst., 2022
IbLT: An effective granular computing framework for hierarchical community detection.
J. Intell. Inf. Syst., 2022
VPGB: A granular-ball based model for attribute reduction and classification with label noise.
Inf. Sci., 2022
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval.
CoRR, 2022
An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.
CoRR, 2022
Proceedings of the Fuzzy Systems and Data Mining VIII, 2022
2021
Text tendency analysis based on multi-granularity emotional chunks and integrated learning.
Neural Comput. Appl., 2021
Weighted oversampling algorithms for imbalanced problems and application in prediction of streamflow.
Knowl. Based Syst., 2021
Inf. Sci., 2021
Building partially understandable convolutional neural networks by differentiating class-related neural nodes.
Neurocomputing, 2021
Proceedings of the 13th International Conference on Knowledge and Smart Technology, 2021
Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021
Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Deep multi-granularity graph embedding for user identity linkage across social networks.
Knowl. Based Syst., 2020
Social relationship prediction across networks using tri-training BP neural networks.
Neurocomputing, 2020
LRA: an accelerated rough set framework based on local redundancy of attribute for feature selection.
CoRR, 2020
2019
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.
IEEE Trans. Knowl. Data Eng., 2019
Inf. Sci., 2019
Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.
IEEE Access, 2019
A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks.
Proceedings of the Rough Sets - International Joint Conference, 2019
Edge Sign Prediction Based on Orthogonal Graph Regularized Nonnegative Matrix Factorization for Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019
2018
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.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Int. J. Artif. Intell. Tools, 2016
2015
Knowl. Based Syst., 2015