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09/20/2023
Multi-view Fuzzy Representation Learning with Rules based Model
Unsupervised multi-view representation learning has been extensively stu...
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09/20/2023
Multi-Label Takagi-Sugeno-Kang Fuzzy System
Multi-label classification can effectively identify the relevant labels ...
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01/17/2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion
Traditional segmentation methods for colonic polyps are mainly designed ...
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01/09/2023
A Robust Multilabel Method Integrating Rule-based Transparent Model, Soft Label Correlation Learning and Label Noise Resistance
Model transparency, label correlation learning and the robust-ness to la...
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10/30/2022
Graph Fuzzy System: Concepts, Models and Algorithms
Fuzzy systems (FSs) have enjoyed wide applications in various fields, in...
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08/30/2022
Dual Representation Learning for One-Step Clustering of Multi-View Data
Multi-view data are commonly encountered in data mining applications. Ef...
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10/08/2021
TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification
Data collected by multiple methods or from multiple sources is called mu...
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08/15/2019
Double-Coupling Learning for Multi-Task Data Stream Classification
Data stream classification methods demonstrate promising performance on ...
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08/12/2019
Multi-view Clustering with the Cooperation of Visible and Hidden Views
Multi-view data are becoming common in real-world modeling tasks and man...
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08/12/2019
Multi-View Fuzzy Clustering with The Alternative Learning between Shared Hidden Space and Partition
As the multi-view data grows in the real world, multi-view clus-tering h...
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05/25/2019
Multi-view Information-theoretic Co-clustering for Co-occurrence Data
Multi-view clustering has received much attention recently. Most of the ...
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05/25/2019
Deep Image Feature Learning with Fuzzy Rules
The methods of extracting image features are the key to many image proce...
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05/22/2019
Joint Information Preservation for Heterogeneous Domain Adaptation
Domain adaptation aims to assist the modeling tasks of the target domain...
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04/24/2019
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning
The superior interpretability and uncertainty modeling ability of Takagi...
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01/09/2019
Transfer Representation Learning with TSK Fuzzy System
Transfer learning can address the learning tasks of unlabeled data in th...
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07/23/2018