A Novel Three-Dimensional Direction-of-Arrival Estimation Approach Using a Deep Convolutional Neural Network by Constantinos M. Mylonakis, Zaharias D. Zaharis

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Exploring the Effectiveness of Feature Reduction and Kernel-Based Matching for Query-by- Example Spoken Term Detection Using CNN by Manisha Naik Gaonkar, Veena Thenkanidiyoor, Dileep Aroor Dinesh, H. Muralikrishna

Subjects: “…Convolutional neural network (CNN)…”
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A New Custom Deep Learning Model Coupled with a Flood Index for Multi-Step-Ahead Flood Forecasting by Jianming Shen, Moyuan Yang, Juan Zhang, Nan Chen, Binghua Li

Subjects: “…convolutional neural networks (CNNs)…”
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Human Similar Activity Recognition Using Millimeter-Wave Radar Based on CNN-BiLSTM and Class Activation Mapping by Xiaochuan Wu, Zengyi Ling, Xin Zhang, Zhanchao Ma, Weibo Deng

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Comparative Study of Hybrid Deep Learning Models for Kannada Sign Language Recognition by Gurusiddappa Hugar, Ramesh M. Kagalkar, Abhijit Das

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Multimodal data-based human motion intention prediction using adaptive hybrid deep learning network for movement challenged person by Mustufa Haider Abidi

Subjects: “…Adaptive hybrid convolution neural network with long short-term memory…”
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Comparative Analysis of Machine Learning Approaches for Fetal Movement Detection with Linear Acceleration and Angular Rate Signals by Lucy Spicher, Carrie Bell, Kathleen H. Sienko, Xun Huan

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A Deep Neural Network Framework for Dynamic Two-Handed Indian Sign Language Recognition in Hearing and Speech-Impaired Communities by Vaidhya Govindharajalu Kaliyaperumal, Paavai Anand Gopalan

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Heuristic Optimization-Assisted Dilated Convolution Neural Network With Gated Recurrent Unit for Channel Estimation in NOMA-OFDM System by Vijayakumar Kondepogu, Budhaditya Bhattacharyya

Subjects: “…adaptive dilated convolutional neural network with gated recurrent unit…”
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ADAPTATION OF THE BACK PROPAGATION ERROR ALGORITHM FOR A CONVOLUTIONAL NEURAL NETWORK WITH SECOND-ORDER NEURONS AND DYNAMIC RECEPTIVE FIELDS by Roman Mikhailovich Nemkov, Oksana Stanislavovna Mezentseva, Dmitriy Viktorovich Mezentsev

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Two-Level Distributed Multi-Source Information Fusion Model for Aphid Monitoring and Forecasting in the Greenhouse by Xiaoyin Li, Lixing Wang, Min Dai, Yongji Zhang, Wei Su, Mingyou Wang, Hong Miao

Subjects: “…one-dimensional convolutional neural network (1D CNN)…”
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Load recognition method based on convolutional neural network and attention mechanism by ZHAO Yitao, LI Zhao, LIU Xinglong, LUO Zhao, WANG Gang, SHEN Xin

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Spatial-temporal deep learning model based on Similarity Principle for dock shared bicycles ridership prediction by Jiahui Zhao, Zhibin Li, Pan Liu, Mingye Zhang

Subjects: “…Keywords: Traffic demand prediction, Similarity-based Principle, Spatio-temporal Graph Convolutional Neural Network model; activity-based geographic information; prediction of bicycle sharing ridership.…”
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Algorithm development for recognizing human emotions using a convolutional neural network based on audio data by V. V. Semenuk, M. V. Skladchikov

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A speech-based convolutional neural network for human body posture classification by Abdulmohsin Husam Ali

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Downhole Pressure Pulse Signal Recognition Based on SSA-CNN-LSTM by JIANG Panqin, LIU Xingbin, JIANG Zhicheng, LI Shanwen, HE Zhuang

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Hybrid Neural Network Models to Estimate Vital Signs from Facial Videos by Yufeng Zheng

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A Dual-Branches Multiscale Dynamic Partial Convolutional Attention Network for Remote Sensing Change Detection by Wenbin Tang, Shuli Cheng, Anyu Du

Subjects: “…Convolutional neural network (CNN)…”
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Comprehensive Investigation of Machine Learning and Deep Learning Networks for Identifying Multispecies Tomato Insect Images by Chittathuru Himala Praharsha, Alwin Poulose, Chetan Badgujar

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Multi-Branch Residual Multiscale CNN Based Power Transformer Fault Diagnosis on Vibration Signal by Binwen Zhang, Fei Jiao, Jie Tong, Yuanpeng Tan, Zhonghao Zhang, Shuang Lin

Subjects: “…Convolution neural network…”
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