Empirical Evaluation and Analysis of YOLO Models in Smart Transportation by Lan Anh Nguyen, Manh Dat Tran, Yongseok Son

“…You Only Look Once (YOLO) and its variants have emerged as the most popular real-time object detection algorithms. They have been widely used in real-time smart transportation applications due to their low-latency detection and high accuracy. …”
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Improving YOLOv11 for marine water quality monitoring and pollution source identification by Fang Wang

“…Additionally, Multi-scale Feature Fusion (MFF) combines Convolutional Neural Networks (CNN) and Transformer-based feature extraction to enhance robustness in complex environments. Furthermore, instance segmentation is incorporated to refine boundary detection of pollutants. …”
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Advanced IoT-integrated parking systems with automated license plate recognition and payment management by Gulmini Pradhan, Manas Ranjan Prusty, Vipul Singh Negi, Suchismita Chinara

“…By improving vehicle detection, occupancy tracking, and billing accuracy, this solution addresses critical challenges in urban parking and contributes to smarter city infrastructure.…”
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Street View-Enabled Explainable Machine Learning for Spatial Optimization of Non-Motorized Transportation-Oriented Urban Design by Yichen Ruan, Xiaoyi Zhang, Shaohua Wang, Xiuxiu Chen, Qiuxiao Chen

“…By integrating Baidu Street View images with deep learning-based object detection (Faster R-CNN), we quantify fine-grained human-powered and mechanically assisted mobility vitality. …”
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Road Traffic Gesture Autonomous Integrity Monitoring Using Fuzzy Logic by Kwame Owusu Ampadu, Michael Huebner

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Secrecy Performance Analysis of Mixed <italic>&#x03B1;</italic> &#x2212; <italic>&#x03BC;</italic> and Exponentiated Weibull RF-FSO Cooperative Relaying System by Nazmul Hassan Juel, A. S. M. Badrudduza, S. M. Riazul Islam, Sheikh Habibul Islam, Milton Kumar Kundu, Imran Shafique Ansari, Md. Munjure Mowla, Kyung-Sup Kwak

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A Novel Adaptive Spectral Drift Correction Method for Recalibrating the MarSCoDe LIBS Data in China&#x0027;s Tianwen-1 Mars Mission by Sicong Liu, Haofeng Zeng, Hongpeng Wang, Xiaohua Tong, Hui Zhao, Kecheng Du, Jie Zhang

Subjects: “…<named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX">$in situ$</tex-math> </inline-formula> </named-content> detection…”
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New Test Methods for Extractables in No-Wipe Topcoat Gel Polish: Extraction and Quantitation of Uncured Monomers After UV Curing by Laurisa London-Dawodu, Xuejun J. Yin, Sunan Yuvavanich

“…In all instances, levels of monomer residue in a cured gel coating were found to range from 56 µg/g to 800 µg/g. …”
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Multimodal Deep Learning for Android Malware Classification by James Arrowsmith, Teo Susnjak, Julian Jang-Jaccard

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Performance of Coherent Optical MPSK in Underwater Turbulent Channels With Phase Errors by Jiashun Hu, Yuexiang Wu, Sunan Wang, Weiqiang Wu, Zaichen Zhang

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Improving internet of vehicles research: A systematic preprocessing framework for the VeReMi datasetZenodo by Aparup Roy, Debotosh Bhattacharjee, Ondrej Krejcar

“…The optimized dataset is well-suited for ITS and IoV applications, such as anomaly detection and network security, underscoring the crucial role of preprocessing in overcoming real-world constraints and enhancing model performance.…”
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A Two-Stage Deep Learning Method for Marine Oil Spill Localization and Segmentation From Synthetic Aperture Radar Images by Xudong Huang, Biao Zhang, William Perrie

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Local Classification Guiding Attention for <italic>Malania Oleifera</italic> Recognition by Yongke Sun, Yong Cao, Weili Kou, Chunjiang Yu, Ning Lu, Yi Yang, Lei Liu, Juan Wang

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Impact of Correlation and Pointing Error on Secure Outage Performance Over Arbitrary Correlated Nakagami-<inline-formula><tex-math notation="LaTeX">$m$</tex-math></inline-formula>... by Sheikh Habibul Islam, A. S. M. Badrudduza, S. M. Riazul Islam, Fardin Ibne Shahid, Imran Shafique Ansari, Milton Kumar Kundu, Heejung Yu

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A New RAM Normalized 1<inline-formula><tex-math notation="LaTeX">$f$</tex-math></inline-formula>-WMS Technique for the Measurement of Gas Parameters in Harsh Environments and a Com... by Abhishek Upadhyay, Michael Lengden, David Wilson, Gordon Samuel Humphries, Andrew P. Crayford, Daniel G. Pugh, Mark P. Johnson, George Stewart, Walter Johnstone

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High-Sensitive Refractive Index Sensing Enabled by Topological Charge Evolution by Jiaxin Lv, Zihao Chen, Xuefan Yin, Zixuan Zhang, Weiwei Hu, Chao Peng

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Harnessing Geometric Phase Metasurfaces to Double the Field of View in Polarized Structured Light Projection for Depth Sensing by Chia-Hsun Chang, Wen-Cheng Hsu, Chih-Ting Chang, You-Chia Chang, Chi-Wai Chow, Hsin-Chieh Yu, Yao-Wei Huang, Gong-Ru Lin, Yu-Heng Hong, Hao-Chung Kuo

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Programmable RF Receiver Related On-Chip Photonic Processor by Dong Liang, Jose Capmany, Daniel Perez, Prometheus Dasmahapatra, Qinggui Tan, Xiaojun Li, Li Li, Yong Liu

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Watt-Level Continuous-Wave Mode-Locked Nd:YVO₄ Laser With ReSe₂ Saturable Absorber by Yuchen Xue, Li Li, Bin Zhang, Ruoxing Wang, Jinhui Cui, Fengjun Tian, Jianzhong Zhang

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Comprehensive Physical Layer Security Analysis of FSO Communications Over M&#x00E1;laga Channels by Yun Ai, Aashish Mathur, Gyan Deep Verma, Long Kong, Michael Cheffena

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