A novel solar radiation forecasting model based on time series imaging and bidirectional long short‐term memory network by Zhaoshuang He, Xue Zhang, Min Li, Shaoquan Wang, Gongwei Xiao

Subjects: “…bidirectional long short‐term memory network…”
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Interpretable DWT-1DCNN-LSTM Network for Power Quality Disturbance Classification by Shuangquan Yang, Tao Shan, Xiaomei Yang

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Two-Step Deep Learning Approach for Estimating Vegetation Backscatter: A Case Study of Soybean Fields by Dong Zhu, Peng Zhao, Qiang Zhao, Qingliang Li, Jinpeng Zhang, Lixia Yang

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Unsupervised intrusion detection model based on temporal convolutional network by LIAO Jinju, DING Jiawei, FENG Guanghui

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WIND TURBINE ROLLING BEARING FAULT DIAGNOSIS METHOD BASED ON 1D-CNN AND SWLSTM by JING DongXing, CHEN YangHui, QUAN Zhe

Subjects: “…Shared weight long short-term memory network…”
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Identification and Correction of Abnormal, Incomplete Power Load Data in Electricity Spot Market Databases by Jingjiao Li, Yifan Lv, Zhou Zhou, Zhiwen Du, Qiang Wei, Ke Xu

Subjects: “…bidirectional long short-term memory network…”
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Ultra-short-term wind-power forecasting based on an optimized CNN–BILSTM–attention model by Weilong Yu, Shuaibing Li, Hao Zhang, Yongqiang Kang, Hongwei Li, Haiying Dong

Subjects: “…bidirectional long short-term memory network…”
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Aspect category sentiment analysis based on pre-trained BiLSTM and syntax-aware graph attention network by Guixian Xu, Zhe Chen, Zixin Zhang

Subjects: “…Bidirectional long-short term memory networks…”
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Named Entity Recognition Model Based on the Fusion of Word Vectors and Category Vectors by Yang Zhou, Haoyang Zeng, Wei Zhang, Yuguang Zhang

Subjects: “…bi-directional long short term memory networks (BiLSTM)…”
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A cutting-edge neural network approach for predicting the thermoelectric efficiency of defective gamma-graphyne nanoribbons by Jiayi Guo, Chunfeng Cui, Tao Ouyang, Juexian Cao, Xiaolin Wei

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Time-series forecasting of microbial fuel cell energy generation using deep learning by Adam Hess-Dunlop, Harshitha Kakani, Stephen Taylor, Dylan Louie, Jason Eshraghian, Colleen Josephson

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