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Deep learning

Research on partial discharge signal recognition and classification of power transformer based on acoustic-VMD and CNN-LSTM

Liang Chen, You Wen, Huaquan Su, Ke Xiong, Dani Chen

published 20 Nov 2025

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SMG-Net: A lightweight modular architecture for fine-grained crack segmentation in ancient wooden structures

Tianke Fang, Zhenxing Hui, Zhiying Xie, Peng Yu, Yi Gao, Songdi Shi, Yuanrong He

published 19 Nov 2025

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Iterative reconstruction of industrial positron images with generative networks

Mingwei Zhu, Min Zhao, Min Yao

published 19 Nov 2025

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Deepfake defense: Combining spatial and temporal cues with CNN–BiLSTM–transformer architecture

Srijana Yadav, S. Sudheer Mangalampalli

published 14 Nov 2025

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Enhanced multi-horizon photovoltaic power forecasting: A novel approach integrating ICEEMDAN decomposition with hierarchical frequency neural networks

Yaopeng Han, Chenxi Li, Siqi Chen, Jinghao Zhao, Yajun Tian, Jun Wang

published 14 Nov 2025

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Obscured-ensemble models for genomic prediction

Rounak Saha, Amir Morshedian, Jia Sun, Robert Duncan, Mike Domaratzki

published 14 Nov 2025

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A comparative study of MLP and LSTM neural networks for shale gas production prediction based on numerical simulation data

Xiaoou Fei, Man Ye, Zhou Du, Haibin Miao

published 13 Nov 2025

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Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI

Amira Turki

published 13 Nov 2025

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Improving detection accuracy of heterogeneity in biological tissues through the combination of modulation-demodulation frame accumulation techniques and enhanced vgg16

Fulong Liu, Siyuan Huang, Jie Gao, Xin Zhou, Junqi Wang

published 13 Nov 2025

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Improved CRISPR/Cas9 off-target prediction with DNABERT and epigenetic features

Kai Kimata, Kenji Satou

published 12 Nov 2025

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GAM-enhanced deepLabv3+ for accurate burn scar extraction in karst regions from remote sensing images

Xiaodong Su, Zhijie Wang, Linzhouting Chen, Jianxing Hu, Yangsheng Wang, Shaobo Li

published 11 Nov 2025

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Enhancing museum visitor forecasting using deep learning and sentiment analysis: A transformer-based approach for sustainable management

Ziyi Tian, Xiao Wang, Yan Wang, Jae Ho Lee

published 11 Nov 2025

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SH-DETR: Enhancing steel surface defect detection and classification with an improved transformer architecture

Shouluan Wu, Hui Yang, Liefa Liao, Chao Song, Yating Fang, Yang Yang

published 11 Nov 2025

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