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Works (10)

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

IEEE Transactions on Pattern Analysis & Machine Intelligence
2022 | Journal article
Source: Self-asserted source
Shuyin Xia

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

Knowledge-Based Systems
2021 | Journal article
Source: Self-asserted source
Shuyin Xia

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

IEEE Transactions on Cybernetics
2021 | Journal article
Source: Self-asserted source
Shuyin Xia

Granular ball sampling for noisy label classification or imbalanced classification

IEEE Transactions on Neural Networks and Learning Systems
2021 | Journal article
Source: Self-asserted source
Shuyin Xia

mCRF and mRD: Two classification methods based on a novel multiclass label noise filtering learning framework

IEEE Transactions on Neural Networks and Learning Systems
2021 | Journal article
Source: Self-asserted source
Shuyin Xia

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

IEEE Transactions on Neural Networks and Learning Systems
2021 | Journal article
Source: Self-asserted source
Shuyin Xia

A fast adaptive k-means with no bounds

IEEE Transactions on Pattern Analysis and Machine Intelligence
2020 | Journal article
Source: Self-asserted source
Shuyin Xia

GBNRS: A novel rough set algorithm for fast adaptive attribute reduction in classification

IEEE Transactions on Knowledge and Data Engineering
2020 | Journal article
Source: Self-asserted source
Shuyin Xia

Granular ball computing classifiers for efficient, scalable and robust learning

Information Sciences
2019 | Journal article
Source: Self-asserted source
Shuyin Xia

Location difference of multiple distances based k-nearest neighbors algorithm

Knowledge-Based Systems
2015 | Journal article
Source: Self-asserted source
Shuyin Xia

Peer review (4 reviews for 3 publications/grants)

Review activity for Applied intelligence. (1)
Review activity for Information sciences. (2)
Review activity for International journal of approximate reasoning (1)
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