EEG-Based Multi-Level Mental State Classification Using Partial Directed Coherence and Graph Convolutional Networks: Impact of Binaural Beats on Stress Mitigation by Yara Badr, Fares Al-Shargie, M. N. Afzal Khan, Nour Faris Ali, Usman Tariq, Fadwa Almughairbi, Fabio Babiloni, Hasan Al-Nashash

“…Utilizing EEG signals, graph convolutional neural networks (GCNs), and binaural beats stimulation (BBs), the research investigates stress detection and reduction in two population sample groups with distinct baselines (group 1: low daily baseline, and group 2: stressed daily baseline). …”
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Iris image retrieval using partial matching of image blocks by Fahimeh Afkhamnia, Farsad Zamani Boroujeni, Mohammad Reza Soltanaghaei

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A β-Convolution Theorem Associated with the General Quantum Difference Operator by Enas M. Shehata, Rasha M. El Zafarani

“…In this paper, we prove some properties of the β-partial derivative. We define the β-convolution of two functions associated with the general quantum difference operator, Dβft=fβt−ft/βt−t; β is a strictly increasing continuous function. …”
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High-Precision Complex Orchard Passion Fruit Detection Using the PHD-YOLO Model Improved from YOLOv11n by Rongxiang Luo, Rongrui Zhao, Xue Ding, Shuangyun Peng, Fapeng Cai

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A SOLUTION TO SYSTEM ACCESS PROBLEM BASED ON CONVOLUTIONAL NEURAL NETWORK APPROACH by N. A. Iskra

“…The algorithm based on the principal components of the images as informative features extracting and convolutional neural network as a classifier is proposed. …”
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PD Recognition for Typical Cardboard Insulation Defect with CNN by ZHAO Jing-he, XIU Da-yuan, WANG Jin-long, CHI Ming-he

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YOLO-SR: An optimized convolutional architecture for robust ship detection in SAR Imagery by Chi Kien Ha, Hoanh Nguyen, Vu Duc Van

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Improving State-of-Health Estimation for Lithium-Ion Batteries Based on a Generative Adversarial Network and Partial Discharge Profiles by Hangyu Zhang, Yi-Horng Lai

“…This study investigates the use of partial discharge data for SOH estimation to address the unstable output of traditional estimation models when using partial discharge data under low-voltage conditions. …”
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A Foreign Body Detection Method for Coal Mine Belt Based on Improved YOLOv8 by ZHAO Xiaohu, ZHANG Di, XIE Lixun, SUN Weiqing, ZHANG Jingyi, YOU Xingyi

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StrawberryNet: Fast and Precise Recognition of Strawberry Disease Based on Channel and Spatial Information Reconstruction by Xiang Li, Lin Jiao, Kang Liu, Qihuang Liu, Ziyan Wang

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Deep learning approach to the estimation of the ratio of reproductive modes in a partially clonal population by T. A. Nikolaeva, A. A. Poroshina, D. Yu. Sherbakov

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A FAST ALGORITHM FOR COMPUTING SHORT AND LONG –LENGTH LINEAR AND CIRCULAR DISCRETE CONVOLUTION by Ali K. Nahar, Hussein K. Khleaf

“…However, Convolution:-(Issues and Applications) is necessary for addressing many scientific and technical cases, including partial differential equations, signal processing, and image processing. …”
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A lightweight fabric defect detection with parallel dilated convolution and dual attention mechanism by Zheqing Zhang, Kezhong Lu, Gaoming Yang

“…Furthermore, a lightweight cross-stage partial (CSP) layer was deployed by dual convolution for feature fusion, reducing redundant parameters to further lighten the model. …”
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Convolutional Interval-Valued Neutrosophic Network for Intelligent Evaluation of Smart Clothing Design Choices by Fengfang Wu

“…In an attempt to address this challenge, this research article proposes a novel Neutrosophic approach that integrates Interval-Valued Neutrosophic (IVN) with Convolutional Network to build an intelligent tool for the evaluation of smart clothing design choices. …”
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A Single-Stage Photovoltaic Module Defect Detection Method Based on Optimized YOLOv8 by Yihong Gao, Chengxin Pang, Xinhua Zeng, Pengyi Jiang

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A new technique for solving regular and singular coupled Burgers’ equation by Abdelilah Kamal H. Sedeeg

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Classification of Multiple Partial Discharge Sources Using Time-Frequency Analysis and Deep Learning by Awad Almehdhar, Radek Prochazka

Subjects: “…partial discharge…”
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PlutoNet: An efficient polyp segmentation network with modified partial decoder and decoder consistency training by Tugberk Erol, Duygu Sarikaya

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A Lightweight Conditional Diffusion Segmentation Network Based on Deformable Convolution for Surface Defect Detection by Jiusheng Chen, Yibo Zhao, Haibing Wang

“…Second, the efficient feature extraction block is proposed to address the problem of modeling varying defects, which is designed with a partial deformable convolutional layer that can fully extract geometric features of the diverse defects to further enhance the modeling power of the proposed network. …”
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Solutions of boundary value problems for loaded hyperbolic type equations by N.T. Orumbayeva, M.T. Kosmakova, T.D. Tokmagambetova, A.M. Manat

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