Search Results for author: Qiongdan Lou

Found 5 papers, 1 papers with code

Multi-Label Takagi-Sugeno-Kang Fuzzy System

1 code implementation20 Sep 2023 Qiongdan Lou, Zhaohong Deng, Zhiyong Xiao, Kup-Sze Choi, Shitong Wang

Multi-label classification can effectively identify the relevant labels of an instance from a given set of labels.

Classification Multi-Label Classification

A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance

no code implementations9 Jan 2023 Qiongdan Lou, Zhaohong Deng, Kup-Sze Choi, Shitong Wang

Model transparency, label correlation learning and the robust-ness to label noise are crucial for multilabel learning.

TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification

no code implementations8 Oct 2021 Wei zhang, Zhaohong Deng, Qiongdan Lou, Te Zhang, Kup-Sze Choi, Shitong Wang

The proposed method has the following distinctive characteristics: 1) it can deal with the incomplete and few labeled multi-view data simultaneously; 2) it integrates the missing view imputation and model learning as a single process, which is more efficient than the traditional two-step strategy; 3) attributed to the interpretable fuzzy inference rules, this method is more interpretable.

Imputation MULTI-VIEW LEARNING +1

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