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Deep learning

Forecasting electricity consumption of India through nighttime satellite imagery

Darshini R., Akshay Kumar, [ ... ], Joshua Thomas John Victor

An encrypted traffic classification method based on autoencoders and convolutional neural networks

Shengwei Xu, Jijie Han, Jianbo Wang, Yijie Bai

Water meter reading recognition method based on character attention mechanism

Shiyu Zhang, Yuanwang Wei, Yonggang Li, Caiying Zhou

Light-PTNet: A lightweight parallel temporal network for smartphone-based human motion classification

Sarmela Raja Sekaran, Pang Ying Han, [ ... ], Lim Zheng You

Sentiment analysis of classical Chinese literature: An unsupervised deep learning model with BERT and graph attention networks

Xiaohan Yu, Jin Wang

Multimodal data driven deep learning based seismic impedance inversion optimization

Irshad Ali, Wakeel Ahmad, Syed M. Adnan

Image aesthetic quality assessment: A method based on deep convolutional capsule network

Yuchen Hu, Wu Dong, Yan Zhang, Likun Lu

Analysis and optimization of student learning paths based on CRNN and sequential data

Miao Deng, Lina Lu, Shaoyan Wen

Adaptive TreeHive: Ensemble of trees for enhancing imbalanced intrusion classification

Mahbub E. Sobhani, Anika Tasnim Rodela, Dewan Md. Farid

Multi-scale error-driven dense residual network for image super-resolution reconstruction

Xueri Li, Lei Yang, Shimin Liang, Jianfang Wu

YOLO-based intelligent recognition system for hidden dangers at construction sites

Hang Li, Peijian Jin, [ ... ], Shimei Sun

Multi-model machine learning for automated identification of rice diseases using leaf image data

Rovin Tiwari, Jaideep Patel, [ ... ], Kapil Gupta

Lightweight deep models based on domain adaptation and network pruning for breast cancer HER2 scoring: IHC vs. H&E histopathological images

Lamiaa Abdel-Hamid, Pratheepan Yogarajah, Safy Hosny Ahmed Tealab

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