Normalized impulse response testing in underground constructions monitoring by Aleksei A. Churkin, Vladimir V. Kapustin, Mikhail S. Pleshko

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New Approach to Dominant and Prominent Color Extraction in Images with a Wide Range of Hues by Yurii Kynash, Mariia Semeniv

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FPGA Implementation for 24.576-Gbit/s Optical PAM4 Signal Transmission with MLP-Based Digital Pre-Distortion by Sheng Hu, Tianqi Zheng, Chengzhen Bian, Xiongwei Yang, Xinda Sun, Zonghui Zhu, Yumeng Gou, Yuanxiao Meng, Jie Zhang, Jingtao Ge, Yichen Li, Kaihui Wang

“…At the receiver, the parallel constant modulus algorithm (PCMA) was applied for signal processing. The bit error rate (BER) achieved met the 2.4 × 10⁻² threshold for soft-decision forward error correction (SD-FEC), enabling a net transmission bit rate of 24.576 Gbit/s. …”
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Improving guest satisfaction by identifying hotel service micro-elements failures through Deep Learning of online reviews by Sergey Kazakov, Pedro Cuesta-Valiño, Vera Butkouskaya, Daniel Muravsky

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Hazard analysis and critical control point (HACCP) application to the production of a new low-fat meat patty by Assem Spanova, Almagul Nurgazezova, Maksim Rebezov, Gulnur Nurymkhan, Zhanna Assirzhanova, Galiya Kazhibayeva, Bakhytkul Assenova, Samat Kassymov, Ayaulum Mustafayeva, Zhibek Atambayeva

“…This study examines internal processes in producing low-fat meat patties, focusing on receiving frozen raw meats, ingredient preparation, processing, packaging, and storage. …”
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Applying Acoustic Signals to Monitor Hybrid Electrical Discharge-Turning with Artificial Neural Networks by Mehdi Soleymani, Mohammadjafar Hadad

“…The promising results of the multi-label classification model depicted that it is possible to detect various aspects of a process simultaneously receiving single data, which is very beneficial in monitoring. …”
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Use the 4S (Signal-Safe Speckle Subtraction): Explainable Machine Learning Reveals the Giant Exoplanet AF Lep b in High-contrast Imaging Data from 2011 by Markus J. Bonse, Timothy D. Gebhard, Felix A. Dannert, Olivier Absil, Faustine Cantalloube, Valentin Christiaens, Gabriele Cugno, Emily O. Garvin, Jean Hayoz, Markus Kasper, Elisabeth Matthews, Bernhard Schölkopf, Sascha P. Quanz

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Photonics-Based Wideband Microwave Phase Shifter by Xudong Wang, Tong Niu, Erwin Hoi Wing Chan, Xinhuan Feng, Bai-ou Guan, Jianping Yao

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Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques by Hanen Himdi, Khaled Shaalan

“…To address the AGI issue, this work combines the beneficial properties of natural language processing with cutting-edge deep learning methods. …”
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UAV-StrawFire: A visible and infrared dataset for real-time straw-fire monitoring with deep learning and image fusion by Xikun Hu, Ya Jiang, Xiaoyan Xia, Chen Chen, Wenlin Liu, Pengcheng Wan, Kangcheng Bin, Ping Zhong

“…The dataset is annotated and labeled to support the application of detection, segmentation, and tracking algorithms. This study addresses three key machine learning tasks using the dataset: (1) flame detection, achieved through a feature-based multi-modal image fusion model (FF-YOLOv5n) reaching a mAP50-95 of 0.5764; (2) flame segmentation, which delineates fire boundaries using the real-time lightweight BiSeNetV2 model, achieving a high mean Intersection over Union (mIoU) score exceeding 0.88; and (3) flame tracking, which monitors the real-time progression of straw burning with a precision of 0.9065 and a success rate of 0.6593 using the Aba-ViTrack algorithm, suitable for on-board processing on UAVs at 50 frames per second (FPS). …”
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Effect of the Storage Conditions on the Microbiological Quality and Selected Bioactive Compound Content in Fruit Mousses for Infants and Young Children by Aleksandra Purkiewicz, Patryk Wiśniewski, Małgorzata Tańska, Gulden Goksen, Renata Pietrzak-Fiećko

“…Fruit mousses, as low-processed products, are highly susceptible to external conditions, and storage leads to the degradation of bioactive compounds, particularly phenolic compounds and vitamins, as well as promoting the growth of yeasts and molds. …”
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Cardiac Autonomic Modulation and Cognitive Performance in Community-Dwelling Older Adults: A Preliminary Study by Paula Andreatta Maduro, Luiz Alcides Ramires Maduro, Polyana Evangelista Lima, Ana Clara Castro Silva, Rita de Cássia Montenegro da Silva, Alaine Souza Lima Rocha, Maria Jacqueline Silva Ribeiro, Juliana Magalhães Duarte Matoso, Bruno Bavaresco Gambassi, Paulo Adriano Schwingel

“…Background/Objectives: Cognitive decline has been increasingly linked to cardiac autonomic regulation; however, its specific associations with cognitive domains, such as information processing speed and executive function, remain unclear. …”
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Mass Spectrometry-Based Method for Multiple Allergens Control: Application to Bakery Goods by Anna Luparelli, Elisabetta De Angelis, Rosa Pilolli, Francesca Lambertini, Michele Suman, Linda Monaci

“…Despite advances made in methods of development, food processing still represents a critical issue in terms of the detection and accurate quantification of allergens due to chemical/structural modifications that can occur on the protein moiety or interferences of matrix compounds that might impair their final detection. …”
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Application of Convolutional Neural Networks in an Automatic Judgment System for Tooth Impaction Based on Dental Panoramic Radiography by Ya-Yun Huang, Yi-Cheng Mao, Tsung-Yi Chen, Chiung-An Chen, Shih-Lun Chen, Yu-Jui Huang, Chun-Han Chen, Jun-Kai Chen, Wei-Chen Tu, Patricia Angela R. Abu

“…Furthermore, the entire process, from inputting a raw PANO image to completing the detection, takes only 4.4 s. …”
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Prevalence of hitherto unknown brain meningioma detected on 68Ga-DOTATATE positron-emission tomography/computed tomography in patients with metastatic neuroendocrine tumor and expl... by Rahul V. Parghane, Sanjay Talole, Sandip Basu

“…Considering the limited therapeutic options in the palliative setting of advanced or metastatic NET patients and morbidity associated with the therapeutic procedures, PRRT could be a promising targeted therapeutic approach for such cases of incidentally detected meningiomas, which is also helpful in stabilizing the disease process without any significant toxicity.…”
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Prevalence of hitherto unknown brain meningioma detected on 68Ga-DOTATATE positron-emission tomography/computed tomography in patients with metastatic neuroendocrine tumor and expl... by Rahul V Parghane, Sanjay Talole, Sandip Basu

“…Considering the limited therapeutic options in the palliative setting of advanced or metastatic NET patients and morbidity associated with the therapeutic procedures, PRRT could be a promising targeted therapeutic approach for such cases of incidentally detected meningiomas, which is also helpful in stabilizing the disease process without any significant toxicity.…”
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Combination immunotherapy targeting LAG-3, PD-1 and STING suppresses hepatocellular carcinoma as monitored by LAG-3 targeted PET imaging by Zhen Quan, Yu Gao, Bo Sun, Yiwan Guo, Ziwei Jin, Na Hao, Dawei Jiang, Chuansheng Zheng, Xin Li, Quan Chen

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Otimização conjunta de gráficos de X-barra - S ou X-barra - R: um procedimento de fácil implementação Joint optimization of X-bar - S or X-bar - R charts: an easily implemented pro... by Eugenio K. Epprecht, Adriana Leiras

“…<br>A model is developed for optimum choice of the operation parameters for X-bar - R (or X-bar - S) charts, which minimizes the ratio of sampling costs to detection speed of shifts in the process mean or increases in the process dispersion. …”
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Task-Driven Real-World Super-Resolution of Document Scans by Maciej Zyrek, Tomasz Tarasiewicz, Jakub Sadel, Aleksandra Krzywon, Michal Kawulok

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New methods of investigation of the external base of skull at fatal injuries inpassenger compartment by A. B. Shadymov, A. S. Novosyolov

“…Basal skull fractures are frequent and cause certain difficulties in detection of the mechanism of their formation. Common dissecting methods do not allow detailed study of the external base of skull and deform facial soft tissues. …”
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