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All papers authored by Qinghe Zheng

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2025 Qinghe Zheng

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, Mingqiang Yang

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, Abdussalam Elhanashi

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, Sergio Saponara

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, Kidiyo Kpalma

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Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis

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2024 Qinghe Zheng

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, Xinyu Tian, Zhiguo Yu, Bo Jin, Nan Jiang, Yao Ding, Mingqiang Yang, Abdussalam Elhanashi

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, Sergio Saponara, Kidiyo Kpalma

Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction

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2023 Abdussalam Elhanashi

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, Pierpaolo Dini

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, Sergio Saponara

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, Qinghe Zheng

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Integration of Deep Learning into the IoT: A Survey of Techniques and Challenges for Real-World Applications

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Qinghe Zheng

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, Sergio Saponara

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, Abdussalam Elhanashi

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, Rui Yu

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A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT

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Qinghe Zheng

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, Abdussalam Elhanashi

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, Sergio Saponara

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DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization

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Qinghe Zheng

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, Zhiguo Yu, Nan Jiang, Abdussalam Elhanashi

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, Sergio Saponara, Rui Yu

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Application of wavelet-packet transform driven deep learning method in PM2.5 concentration prediction: A case study of Qingdao, China

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Abdussalam Elhanashi

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, Sergio Saponara

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, Qinghe Zheng

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Classification and Localization of Multi-Type Abnormalities on Chest X-Rays Images

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2022 Qinghe Zheng

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, Penghui Zhao, Hongjun Wang, Abdussalam Elhanashi

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, Sergio Saponara

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Fine-Grained Modulation Classification Using Multi-Scale Radio Transformer With Dual-Channel Representation

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2021 Sergio Saponara

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, Abdussalam Elhanashi

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, Qinghe Zheng

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Recreating Fingerprint Images by Convolutional Neural Network Autoencoder Architecture

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2020 Qinghe Zheng

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, Yang Li

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Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification

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Qinghe Zheng

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, Mingqiang Yang

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, Huake Su

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CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition

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2019 Qinghe Zheng

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, Mingqiang Yang

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, Yulin Wu

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, Huake Su

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PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning

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2018 Qinghe Zheng

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, Mingqiang Yang, Jiajie Yang, Qingrui Zhang, Xinxin Zhang

Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process

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