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Enhancing Rainfall Nowcasting Using Generative Deep Learning Model with Multi-Temporal Optical Flow

Remote Sensing, 2023
Precipitation nowcasting is critical for preventing damage to human life and the economy. Radar echo tracking methods such as optical flow algorithms have been widely employed for precipitation nowcasting because they can track precipitation motions well.
Ji-Hoon Ha, Hyesook Lee
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A Deep-Learning Model for Real-Time Red Palm Weevil Detection and Localization

Journal of Imaging, 2022
Background and motivation: Over the last two decades, particularly in the Middle East, Red Palm Weevils (RPW, Rhynchophorus ferruginous) have proved to be the most destructive pest of palm trees across the globe.
Majed Alsanea, Shabana Habib, Noreen Fayyaz Khan, Mohammed F. Alsharekh, Muhammad Islam, Sheroz Khan   +5 more
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CircPCBL: Identification of Plant CircRNAs with a CNN-BiGRU-GLT Model

Plants, 2023
Circular RNAs (circRNAs), which are produced post-splicing of pre-mRNAs, are strongly linked to the emergence of several tumor types. The initial stage in conducting follow-up studies involves identifying circRNAs.
Pengpeng Wu, Zhenjun Nie, Zhiqiang Huang, Xiaodan Zhang   +3 more
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Real-time stability assessment in smart cyber-physical grids: a deep learning approach

IET Smart Grid, 2020
The increasing coupling between the physical and communication layers in the cyber-physical system (CPS) brings up new challenges in system monitoring and control.
Farzad Darbandi, Amirreza Jafari, Hadis Karimipour, Ali Dehghantanha, Ali Dehghantanha, Farnaz Derakhshan, Kim-Kwang Raymond Choo   +6 more
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A deep learning approach for automatic tumor delineation in stereotactic radiotherapy for non-small cell lung cancer using diagnostic PET-CT and planning CT

Frontiers in Oncology, 2023
IntroductionAccurate delineation of tumor targets is crucial for stereotactic body radiation therapy (SBRT) for non-small cell lung cancer (NSCLC). This study aims to develop a deep learning-based segmentation approach to accurately and efficiently ...
Xuyao Yu, Xuyao Yu, Lian He, Yuwen Wang, Yang Dong, Yongchun Song, Zhiyong Yuan, Ziye Yan, Wei Wang   +8 more
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Approaches to Learning: Does Medical School Attract Students with the Motivation to Go Deeper?

Education Sciences, 2020
Graduate-entry, following a science degree, is the preferred pathway into many medical schools, however little is known about how the learning approaches of medical students compare to those of science students.
Kylie J. Mansfield, Gregory E. Peoples, Lyndal Parker-Newlyn, Danielle Skropeta   +3 more
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IDM based on image classification with CNN

The Journal of Engineering, 2019
Distributed generation (DG) has seen tremendous growth to meet the needs of ever-increasing energy demand. Most of these distributed sources are renewable in nature and connected at the consumer end.
Santhosh K.G. Manikonda, Dattatraya N. Gaonkar   +1 more
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Optimization Driven Adam-Cuckoo Search-Based Deep Belief Network Classifier for Data Classification

IEEE Access, 2020
Data classification effectively classifies the data based on the labeled class distribution. To classify the data using the imbalanced distribution poses a significant challenge in the class inequity problem.
Mohammed Mohsin, Hong Li, Hemn Barzan Abdalla   +2 more
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Performance evaluation of machine learning algorithms with fuzzy logic for intrusion detection in VANET network [PDF]

Journal of Fuzzy Extension and Applications
In recent years, Vehicular AD-HOC Networks (VANETs) have become a cornerstone in the advancement of Intelligent Transportation Systems (ITS), facilitating real-time communication between vehicles and infrastructure.
Raghunath Kawale, Ritesh Patil, Lalit Patil, Surendra Mahajan   +3 more
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Hate Speech Detection Using Machine Learning: A Survey

Academy Journal of Science and Engineering, 2023
Currently hate speech is a growing challenge for society, individuals, policymakers, and researchers, as social media platforms make it easy to anonymously create and grow online friends and followers, and provide an online forum for debate about ...
Seble, H.,, Muluken, S.,, Edemealem Kingawa, Kafte, T.,, Terefe, F.,, Mekashaw, G.,, Abiyot, B., Senait, T.   +7 more
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