SPATA: Strong Pseudonym-Based AuthenTicAtion in Intelligent Transport System by Qazi Ejaz Ali, Naveed Ahmad, Abdul Haseeb Malik, Gauhar Ali, Muhammad Asif, Muhammad Khalid, Yue Cao

“…Empirical results show that SPATA is a lightweight framework with low computational overhead, average latency, overhead ratio, and stable delivery ratio in both sparse and dense network scenarios.…”
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Pb-free metal oxide-based epoxy resin nanocomposites for radiation protection: Physical evaluation analysis approach by Toni Beth Guatato-Lopez, Alvie Asuncion-Astronomo, Gil Nonato C. Santos

“…This study underscores the importance of nanoparticle dispersion and provides insights into the development of lightweight, lead-free, and efficient radiation shielding materials. …”
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BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse by Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A. Bismar, Reda Alhajj

“…In summary, BioLake offers a lightweight online tool to facilitate bioinformatic mRNA data analysis with the support of custom online data processing.…”
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Logical reasoning for human activity recognition based on multisource data from wearable device by Mahmood Alsaadi, Ismail Keshta, Janjhyam Venkata Naga Ramesh, Divya Nimma, Mohammad Shabaz, Nirupma pathak, Pavitar Parkash Singh, Sherzod Kiyosov, Mukesh Soni

“…In order to realize the natural fusion of signal processing and logical reasoning in behavior recognition research, this work designs a lightweight behavior recognition solution using the pertinent theories of ontology reasoning in classical artificial intelligence. …”
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Expanding of Excimer Laser Photoablation’s Functionality in Ophthalmology by V. A. Alekseev, V. G. Kostin, A. V. Usoltseva, V. P. Usoltsev, S. I. Yuran

“…When using excimer laser vision correction devices, it has been proposed to change the angle of the laser beam incidence on the cornea with a distance from the working area (ablation zone) center to the periphery during the surgery by introducing an optical corrective system based on a lightweight controllable and movable mirror, which allows achieving the coincidence of the direction of the laser beam incidence on the corneal surface with the normal.The studies have shown that the coincidence of the laser beam incidence on the corneal surface at any point with the normal when using a priori data on the specifics of the patient's eye allows expanding the functional opportunities of excimer laser photoablation, i. e., expand the ablation zone by 30 % and eliminate the possibility of errors caused by the human factor. …”
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Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…This work focuses on the efficiency of the knowledge distillation approach in generating a lightweight yet powerful BERT-based model for natural language processing (NLP) applications. …”
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Cordylus cataphractus-scale-inspired composite materials for stab resistance by Ting Su, Xuliang Yu, Haijun He, Honglian Cong, Gaoming Jiang, Huajin Wu, Kezheng Zhao, Yanfeng Niu, Xinji Zhou, Guangjun Wu

“…This study offers guidance for the rapid development of P-SKFC and proposes a novel strategy for designing flexible, lightweight stab-resistant fabrics, potentially offering substantial advantages for personal stab-resistance devices in various industrial fields.…”
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Energy-aware feature and classifier for behaviour recognition of laying hens in an aviary system by X. Yang, Q. Hu, L. Nie, C. Wang

“…The objective of this study was to configure key parameters for developing onboard behaviour monitoring techniques of aviary laying hens, including proper sliding window length, energy-aware feature, and lightweight classifier. A total of 19 Jingfen No.6 laying hens were reared in an aviary system from day 30 to day 70. …”
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Secure and energy-efficient inter- and intra-cluster optimization scheme for smart cities using UAV-assisted wireless sensor networks by Niayesh Gharaei, Aliaa M. Alabdali

“…Abstract In recent years, lightweight sensors have become essential for advancing technologies, particularly in wireless sensor networks (WSNs). …”
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Bionic Inner-Tapered Energy Absorption Tube Featuring Progressively Enhanced Fold Deformation Mode by Shuang Zhang, Zhengzhi Mu, Wenda Song, Zhiyan Zhang, Hexuan Yu, Binjie Zhang, Zhiwu Han, Luquan Ren

“…Slender tubes are in high demand owing to their lightweight and outstanding energy absorption. However, conventional slender tubes are prone to catastrophic failures such as Euler’s buckling under axial load. …”
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Leveraging Cognitive Machine Reasoning and NLP for Automated Intent-Based Networking and e2e Service Orchestration by Muhammad Asif, Talha Ahmed Khan, Wang-Cheol Song

“…A simulated testbed was created to assess the system’s performance using Containernet, a lightweight Container-Based Network Emulator, and Open Networking Operating System (ONOS) Software Defined Networking (SDN) controllers. …”
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Signal characteristics of surface seismic explosive sources near the West Antarctic Ice Sheet divide by Marianne S. Karplus, Nori Nakata, Galen M. Kaip, Steven H. Harder, Lucia F. Gonzalez, Adam D. Booth, Emma C. Smith, Stephen A. Veitch, Jacob I. Walter, Poul Christoffersen

“…Conducting 3-D imaging in remote areas is simplified by using lightweight and logistically straightforward sources. …”
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DESNet: Real-time human pose estimation for sports applications combining IoT and deep learning by Rongbao Huang, Bo Zhang, Zhixin Yao, Bojun Xie, Jia Guo

“…Experimental results show that DESNet achieves an average precision (AP) of 74.8% on the COCO dataset and a PCKh (Percentage of Correct Keypoints with head-normalized) of 90.9% on the MPII dataset, outperforming existing lightweight models. The integration of deep learning and IoT technology not only improves the accuracy and efficiency of human pose estimation but also significantly enhances the timeliness and robustness of feedback in sports training applications. …”
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ViT-ISRGAN: A High-Quality Super-Resolution Reconstruction Method for Multispectral Remote Sensing Images by Yifeng Yang, Hengqian Zhao, Xiadan Huangfu, Zihan Li, Pan Wang

“…This model is an improvement upon the original SRGAN super-resolution image reconstruction method, incorporating lightweight network modules, channel attention modules, spatial-spectral residual attention, and the vision transformer structure. …”
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Developing a Fire Monitoring System Based on MQTT, ESP-NOW, and a REM in Industrial Environments by Miracle Udurume, Taewoong Hwang, Raihan Uddin, Toufiq Aziz, Insoo Koo

“…This paper presents a fire monitoring system utilizing lightweight communication protocols, a multi-hop wireless network, and anomaly detection techniques. …”
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Adsorption of Mn2+ from Aqueous Solution Using Manganese Oxide-Coated Hollow Polymethylmethacrylate Microspheres (MHPM) by Dhiraj Dutta, Jyoti Prasad Borah, Amrit Puzari

“…Overall findings indicate that MHPM is a very potential lightweight adsorbent for removal of Mn2+ from the aqueous solution because of its low density and high surface area.…”
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Hierarchically aligned heterogeneous core-sheath hydrogels by Zhao Xu, Hong Chen, Huai-Bin Yang, Xin Yao, Haili Qin, Huai-Ping Cong, Shu-Hong Yu

“…Abstract Natural materials with highly oriented heterogeneous structures are often lightweight but strong, stiff but tough and durable. …”
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A review of recent advancements in the impact response of fiber metal laminates by Vijayan Muniyan, Vishnu Vijay Kumar, Indran Suyambulingam, Suganya Priyadharshini, Divya Divakaran, Sanjay Mavinkere Rangappa, Suchart Siengchin

“…The findings presented herein contribute to the development of lightweight, impact-resistant FML components for aerospace, automotive, and defence applications.…”
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UAV launch methods by Oleksandr Dobrodomov, Vladyslav Proroka, Oleksii Kulyk

“…This method is suitable for small, lightweight UAVs with low launch energy requirements; Another common approach utilizes launch catapults. …”
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A Review on Face Mask Recognition by Jiaonan Zhang, Dong An, Yiwen Zhang, Xiaoyan Wang, Xinyue Wang, Qiang Wang, Zhongqi Pan, Yang Yue

“…Emerging solutions, such as lightweight model optimization, domain adaptation, and privacy-preserving techniques, are also examined as means to improve both algorithmic efficiency and dataset quality. …”
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