Influence maximization under imbalanced heterogeneous networks via lightweight reinforcement learning with prior knowledge by Kehong You, Sanyang Liu, Yiguang Bai

“…Additionally, the node embedding vectors are input into a Deep Q Network (DQN) to commence the lightweight training process. Experimental evaluations conducted on synthetic and real networks showcase the effectiveness of the LRLP algorithm. …”
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Dynamic Key Replacement Mechanism for Lightweight Internet of Things Microcontrollers to Resist Side-Channel Attacks by Chung-Wei Kuo, Wei Wei, Chun-Chang Lin, Yu-Yi Hong, Jia-Ruei Liu, Kuo-Yu Tsai

“…To address this critical vulnerability, this study proposes a novel dynamic key replacement mechanism specifically designed for lightweight IoT microcontrollers. The mechanism integrates Moving Target Defense (MTD) with a lightweight Diffie–Hellman (D-H) key exchange protocol and AES-128 encryption to provide robust protection against SCAs. …”
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Correction: A lightweight and robust authentication scheme for the healthcare system using public cloud server. by PLOS ONE Staff

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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

“…To solve this problem, a lightweight conditional diffusion segmentation network based on deformable convolution is proposed. …”
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LFN-YOLO: precision underwater small object detection via a lightweight reparameterized approach by Mingxin Liu, Mingxin Liu, Yujie Wu, Ruixin Li, Cong Lin, Cong Lin

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Experimental Research on High Temperature Resistance of Modified Lightweight Concrete after Exposure to Elevated Temperatures by Ke-cheng He, Rong-xin Guo, Qian-min Ma, Feng Yan, Zhi-wei Lin, Yan-Lin Sun

“…In order to improve the spalling resistance of lightweight aggregate concrete at high temperature, two types of modified materials were used to modify clay ceramsite lightweight aggregates by adopting the surface coating modification method. …”
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Modeling and experiment of slag corrosion on the lightweight alumina refractory with static magnetic field facing green metallurgy by Huang A., Lian P., Fu L., Gu H., Zou Y.

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Study on strength properties of lightweight foamed composite with 0.6% volume fraction treated kenaf fibre by Chong Hao Yee Richmond, Lim Siong Kang, Yew Ming Kun, Lim Jee Hock

“…The Lightweight Foamed Composite (LFC) exhibits inherent limitations in mechanical strength due to its porous structure, hindering its wider application. …”
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MSCD-YOLO: A Lightweight Dense Pedestrian Detection Model with Finer-Grained Feature Information Interaction by Qiang Liu, Zhongmin Li, Lei Zhang, Jin Deng

“…In this paper, to address these issues, we propose a lightweight dense pedestrian detection model with finer-grained feature information interaction called MSCD-YOLO, which can achieve high accuracy, high performance and robustness with only a small number of parameters. …”
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Optimization of Ultra Lightweight Mirror and Opto-Mechanical–Thermal Coupling Analysis Based on Solar Thermal Radiation by Quanliang Dong, Jinhe Yang, Tong Zhang, Xiaoming Wang

“…Simulations under real-world conditions show that the lightweight mirror performs better in resisting gravity deformation and maintaining imaging quality. …”
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A Lightweight Model for Shine Muscat Grape Detection in Complex Environments Based on the YOLOv8 Architecture by Changlei Tian, Zhanchong Liu, Haosen Chen, Fanglong Dong, Xiaoxiang Liu, Cong Lin

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Studies on Pumice Lightweight Aggregate Concrete with Quarry Dust Using Mathematical Modeling Aid of ACO Techniques by J. Rex, B. Kameshwari

“…The lightweight aggregate is an aggregate that weighs less than the usual rock aggregate and the quarry dust is a rock particle used in the concrete for the experimentation. …”
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Bending Performance of Precast Lightweight Aggregate Concrete Exterior Wallboard with a Concealed Rib Sandwich Structure by Congqi Li, Xinwei Ma, Ying Yang, Ahmed Ahmad Omar, Hao Wu, Lei Qian

“…A new type of precast lightweight aggregate concrete exterior wallboard is proposed in this study. …”
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Manufacture and characterization of lightweight sand-plastic composites made of plastic waste and sand: Effect of sand types by Salih Mekideche, Mansour Rokbi, Zine El Abidine Rahmouni, Resego Phiri, Sanjay Mavinkere Rangappa, Suchart Siengchin

“…International Journal of Lightweight Materials and Manufacture…”
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PC-YOLO11s: A Lightweight and Effective Feature Extraction Method for Small Target Image Detection by Zhou Wang, Yuting Su, Feng Kang, Lijin Wang, Yaohua Lin, Qingshou Wu, Huicheng Li, Zhiling Cai

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SS-YOLO: A Lightweight Deep Learning Model Focused on Side-Scan Sonar Target Detection by Na Yang, Guoyu Li, Shengli Wang, Zhengrong Wei, Hu Ren, Xiaobo Zhang, Yanliang Pei

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LightweightUNet: Multimodal Deep Learning with GAN-Augmented Imaging Data for Efficient Breast Cancer Detection by Hari Mohan Rai, Joon Yoo, Saurabh Agarwal, Neha Agarwal

Subjects: “…LightweightUNet…”
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Fusion-Learning-Based Optimization: A Modified Metaheuristic Method for Lightweight High-Performance Concrete Design by Ghodrat Rahchamani, Seyed Mojtaba Movahedifar, Amin Honarbakhsh

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Development of a Lightweight Model for Rice Plant Counting and Localization Using UAV-Captured RGB Imagery by Haoran Sun, Siqiao Tan, Zhengliang Luo, Yige Yin, Congyin Cao, Kun Zhou, Lei Zhu

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A lightweight privacy preservation authentication protocol for IoMT using ECC based blind signature by Kalpana Samal, Shanta Kumari Sunanda, Debasish Jena, Srikanta Patnaik

“…A comparison with the well-known protocols revealed that the combined method for “lightweight authentication and privacy preservation” is computationally 5 to 6 times more efficient. …”
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