Search Results for author: Leijie Zhang

Found 4 papers, 3 papers with code

Multimodal Hyperspectral Image Classification via Interconnected Fusion

no code implementations2 Apr 2023 Lu Huo, Jiahao Xia, Leijie Zhang, Haimin Zhang, Min Xu

More specifically, they overlook the contextual information across modalities of HSI and LiDAR and the intra-modality characteristics of LiDAR.

Classification Decoder +1

Federated Fuzzy Neural Network with Evolutionary Rule Learning

1 code implementation26 Oct 2022 Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin

ERL is inspired by the theory of biological evolution; it encourages rule variations while activating superior rules and deactivating inferior rules for local clients with non-IID data.

Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data

1 code implementation18 Sep 2022 Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin

The network is trained with a two-stage optimization algorithm, and the parameters at low levels of the hierarchy are learned with a scheme based on the well-known alternating direction method of multipliers, which does not reveal local data to other agents.

Privacy Preserving

Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization

1 code implementation18 Sep 2022 Ye Shi, Leijie Zhang, Zehong Cao, M. Tanveer, Chin-Teng Lin

In this work, we proposed a distributed Fuzzy C-means (DFCM) method and a distributed interpolation consistency regularization (DICR) built on the well-known alternating direction method of multipliers to respectively locate parameters in antecedent and consequent components of DSFR.

regression

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