A Dual-Stream Dental Panoramic X-Ray Image Segmentation Method Based on Transformer Heterogeneous Feature Complementation by Tian Ma, Jiahui Li, Zhenrui Dang, Yawen Li, Yuancheng Li

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An efficient hybrid filter-wrapper method based on improved Harris Hawks optimization for feature selection by Jamshid Pirgazi, Mohammad Mehdi Pourhashem Kallehbasti, Ali Ghanbari Sorkhi, Ali Kermani

“…In the first stage, a filter method is employed to assign weights to the features, facilitating the removal of redundant and irrelevant features and reducing the computational cost of classification algorithms. A subset of high-weight features is retained for further processing in the second stage. …”
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A Survey of Post-Quantum Cryptography Migration in Vehicles by Nils Lohmiller, Sabrina Kaniewski, Michael Menth, Tobias Heer

“…The advent of quantum computers makes asymmetric cryptographic algorithms insecure and vulnerable. …”
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Arabic Fake News Detection: Comparative Study of Neural Networks and Transformer-Based Approaches by Maha Al-Yahya, Hend Al-Khalifa, Heyam Al-Baity, Duaa AlSaeed, Amr Essam

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Cattle weight estimation using 2D side-view images and estimated depth-based 3D modeling by Guilherme Botazzo Rozendo, Maichol Dadi, Annalisa Franco, Alessandra Lumini

“…Recent advancements in computer vision and machine learning have led to the development of non-invasive techniques that estimate cattle weight using images. …”
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Adaptive and dynamic smart traffic light system for efficient management of regular and emergency vehicles at city intersection by Rafik Zerroug, Zibouda Aliouat, Makhlouf Aliouat, Adel Alti

“…Therefore, traffic data is collected from cameras, and useful traffic information is extracted using computer vision and image processing. The proposed system also uses the Weight Chicken Swarm Optimisation algorithm for decision‐making to reduce congestion and average vehicle waiting time significantly. …”
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Toward a Unified Understanding of Cyber Resilience: Concepts, Strategies, and Future Directions by Priyanka Verma, Thomas Newe, George D. O'Mahony, Dean Brennan, Donna O'Shea

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An Adaptive Content Caching Model to Improve the NDN-Based IoT Network Performance by Qaizar Javed, Arfan Jaffar, Muhammad Ali Naeem, Izhar Ahmed Khan, Mohammed Alsuhaibani

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Toward Efficient Hierarchical Federated Learning Design Over Multi-Hop Wireless Communications Networks by Tu Viet Nguyen, Nhan Duc Ho, Hieu Thien Hoang, Cuong Danh Do, Kok-Seng Wong

“…In the FL framework, data for learning tasks are acquired and processed locally at the edge node, and only the updated ML parameters are transmitted to the central server for aggregation. …”
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Research and Design of an Active Light Source System for UAVs Based on Light Intensity Matching Model by Rui Ming, Tao Wu, Zhiyan Zhou, Haibo Luo, Shahbaz Gul Hassan

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Novel silicon and GaAs sensors for compact sampling calorimeters by H. Abramowicz, M. Almanza Soto, Y. Benhammou, M. Elad, M. Firlej, T. Fiutowski, V. Ghenescu, G. Grzelak, D. Horn, S. Huang, M. Idzik, A. Irles, A. Levy, I. Levy, W. Lohmann, J. Moroń, A. T. Neagu, D. Pietruch, P. M. Potlog, K. Świentek, A. F. Żarnecki, K. Zembaczyński

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Long-time coherent accumulation algorithms for reflected signal with non-zero higher derivatives of the range to radar target in the spectral domain by S. V. Kozlov, Van Cuong Le

“…The algorithms include intra-period processing with simultaneous correction of range and frequency migration and inter-period processing with coherent accumulation of signals at the output of intra-period processing. …”
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Marker pen writing of perovskite solar modules by Yuhao Song, Miaosen Yao, Chen Dong, Sergey Dayneko, Gaogeng Wang, Dongyang Zhang, Yingying Deng, Junjie Tong, Qichao Wang, Gentian Yue, Yueyue Gao, Weifeng Zhang, Makhsud I. Saidaminov, Furui Tan

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Bridging language gaps: The role of NLP and speech recognition in oral english instruction by Parul Dubey, Pushkar Dubey, Rohit Raja, Sapna Singh Kshatri

“…The Natural Language Processing (NLP) and speech recognition have transformed language learning by providing interactive and real-time feedback, enhancing oral English proficiency. …”
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POD-Based Machine Learning Approach for Coupled EM-Thermal Analysis in Microwave Heating by Jeong-Wan Lee, Gyu-Sik Choi, Sung-Jun Yang

“…Microwave heating processes require accurate simulation of time-varying electromagnetic (EM) properties to ensure reliable temperature predictions. …”
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From Theoretical Framework to Empirical Investigation: A Bibliometric Analysis of Research Evolution and Emerging Trends in Polarity Sensitivity Studies Between 1980 and 2023 by Lingda Kong, Yi Li, Yanting Sun, Yong Jiang, Xiaoming Jiang

“…Challenges include reconciling universal principles with language-specific variations and integrating processing models with formal theories. Promising research directions involve the combination of computational modelling, diachronic studies, and applications in language teaching and natural language processing. …”
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SDA-Mask R-CNN: An Advanced Seabed Feature Extraction Network for UUV by Yao Xiao, Dongchen Dai, Hongjian Wang, Chengfeng Li, Shaozheng Song

“…First, we introduce a Structural Synergistic Group-Attention Residual Network (SSGAR-Net) that integrates group convolution with an enhanced convolutional block attention mechanism, complemented by a layer-skipping architecture for optimized information flow and redundancy verification for computational efficiency. Second, a Depth-Weighted Hierarchical Fusion Network (DWHF-Net) incorporates depthwise separable convolution to minimize computational complexity while preserving model performance, which is particularly effective for high-resolution SSS image processing. …”
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SIGNS OF AN UPCOMING SEISMIC EVENT ON THE BISHKEK GEODYNAMIC TEST AREA ACCORDING TO THE TRANSIENT ELECTROMAGNETIC MONITORING DATA by D. M. Evmenova, Yu. A. Dashevsky, I. N. Yeltsov, A. K. Rybin, S. A. Imashev

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Remote Aerial Vehicle Solutions for Weed Detection in Precision Agriculture by Shekhar S. Borah, Aryan Anand, Prabha Sundaravadivel, Reginald Fletcher, Krishna N. Reddy

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Synergistic review of automation impact of big data, AI, and ML in current data transformative era [version 2; peer review: 2 approved, 1 approved with reservations] by Siddharth Swarup Rautaray, Manjusha Pandey, Swastik Rath

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