Application and Development of Firefighting Technologies in Industrial Heritage: Experiences and Insights from Macau by Linsheng Huang, Ying Huang, Yashan Chen, Senyu Lou, Yile Chen, Mengyan Jia

“…This study hopes to provide ideas and strategies for reference on industrial heritage fire protection issues in the development of similar world heritage cities.…”
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Photoplethysmogram (PPG)-Based Biometric Identification Using 2D Signal Transformation and Multi-Scale Feature Fusion by Yuanyuan Xu, Zhi Wang, Xiaochang Liu

“…Unlike most existing methods that directly process one-dimensional PPG signals, this paper adopts a novel approach based on two-dimensional PPG signal processing. …”
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ChatGPT in healthcare education: a double-edged sword of trends, challenges, and opportunities by Michael Agyemang Adarkwah, Samuel Anokye Badu, Evans Appiah Osei, Enoch Adu-Gyamfi, Jonathan Odame, Käthe Schneider

“…Additionally, barriers remain that could lead to ethical and legal issues, particularly exacerbating inequalities in developing countries. …”
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Hydrogel polymer electrolytes toward better zinc-ion batteries: A comprehensive review by Jianwen Li, Alireza Azizi, Shuang Zhou, Sainan Liu, Chao Han, Zhi Chang, Anqiang Pan, Guozhong Cao

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Deep Learning-Based Real-Time 6D Pose Estimation and Multi-Mode Tracking Algorithms for Citrus-Harvesting Robots by Hyun-Jung Hwang, Jae-Hoon Cho, Yong-Tae Kim

“…Particularly, fruit harvesting relies heavily on manual labor, leading to issues with an unstable labor supply and rising costs. …”
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Histogram of Polarization Gradient for Target Tracking in Infrared DoFP Polarization Thermal Imaging by Jianguo Yang, Dian Sheng, Weiqi Jin, Li Li

“…However, existing methods face challenges, including dependence on complex image preprocessing procedures and limited real-time performance. To address these issues, this study presents a novel histogram of polarization gradient (HPG) feature descriptor that enables efficient feature representation of polarization mosaic images. …”
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Properties of Street Food Rolled Eggs in Padang City by Muhaimin Simatupang, Afriani Sandra, Aronal Arief Putra, Intan Dwi Anggraini

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Artistic features of neural networks: Image and video generation in the context of museum practice by Ivan V. Filippskiy

“…The author examines the features of such neural networks as Flux 1.1 Pro, designed to generate images based on text queries and supports post-processing of images in the «Ultra RAW» mode. Its functions expand the capabilities of museum and cultural organizations in creating visually exciting content. …”
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The Effect of Stabilization Conditions on Fibers from Polylactic Acid and Their Properties by Mária Petková, Anna Ujhelyiová, Jozef Ryba, Veronika Hrabovská, Martin Kurtulík

“…Under the monitored stabilization conditions, shrinkage was reduced (especially at higher stabilized temperatures above 85 °C), which can improve the next process of textile processing (knitting and weaving). …”
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Mechanism of Increasing the Sustainability of Socio-economic Development of Regions with Using GIS-technologies by O. Y. Smyslova, P. V. Stroyev, N. N. Nesterova

“…The article analyzes the available publications on the issues of regional sustainable development, which allowed to conclude of necessity to introduce modern geoinformation systems for the operational collection, processing and analysis of primary information on indicators of socio-economic development of the territories. …”
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BERT-based network for intrusion detection system by Yong Yang, Xing Peng

“…To address these challenges, this paper proposes a network IDS based on bidirectional encoder representations from transformers (BERT), which aims to leverage recent advances in the field of natural language processing (NLP) to enhance the performance of IDS. …”
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Design and Innovative Application of Ship CCUS Technology Under the Requirements of Green Shipping by Niyu Zhang, Xinpeng Wang, Cong Wang, Zhongxiu Peng, Youxiao Chen, Lianhao Liu, Lijie Chen, Jiawei Hu, Wei Wei, Xuesong Li

“…This study addresses these issues through modular redesign and standardization of two core components: the capture device and CO₂ storage system. …”
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Drilling Rate of Penetration Prediction Based on CBT-LSTM Neural Network by Kai Bai, Siyi Jin, Zhaoshuo Zhang, Shengsheng Dai

“…Due to the uncertainty of the subsurface environment and the complexity of parameters, particularly in feature extraction from input data and when seeking to understand bidirectional temporal information, the evaluation and prediction of the rate of penetration (ROP) in real-time drilling operations has remained a long-standing challenge. To address these issues, this study proposes an improved LSTM neural network model for ROP prediction (CBT-LSTM). …”
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Exploring The Co-composting Potentials of Raw Grease Trap and Grease Trap-Derived Soaps: Insights into Grease Trap Modification, Calcium Supplementation, and Microbial Community An... by Pokchat Chutivisut, Panaya Kotchaplai, Bualuang Faiyue, Nattapong Tuntiwiwattanapun

“…Managing waste with grease traps poses a challenge because of the potential environmental issues associated with its disposal. In this study, two approaches were investigated to increase the biodegradability of grease trap waste: 1) converting raw grease trap waste into soap and 2) supplementing grease trap soap as inoculum with calcium material. …”
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Exploring the Challenges of Diagnosing Thyroid Disease with Imbalanced Data and Machine Learning: A Systematic Literature Review by Dhekre Saber Saleh, Mohd Shahizan Othman

“…In the Meta-analysis, 168 documents have been processed, and 41 documents on TDD are included for observation analysis. …”
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Optimizing resource allocation in industrial IoT with federated machine learning and edge computing integration by Ala'a R. Al-Shamasneh, Faten Khalid Karim, Yu Wang

“…The study explores resource allocation in Federated Machine Learning (FedML) for the Industrial Internet of Things (IIoT), focusing on efficient and privacy-conscious data processing. It proposes optimizing the FedML training process to enhance system performance and ensure data privacy. …”
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Study on 3D printability of PLA/PBAT/PHBV biodegradable blends for packaging applications by Annalisa Apicella, Paola Scarfato, Loredana Incarnato

“…Poly (3-hydroxybutyrate-co-3-hydroxy valerate) (PHBV) possess favorable barrier, mechanical properties and biodegradability; however, its low thermal stability and poor melt strength pose severe challenges in 3D printing process. On their side, PBAT-rich Ecovio blends provide high ductility and thermal stability but suffer from buckling issues due to excessive flexibility of the filaments. …”
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A novel approach for efficient resource allocation in 6G V2V networks using neighbor-aware greedy algorithm and sweep line model by Spandana Mande, Nandhakumar Ramachandran

“…This work analyses a sweep line algorithm that utilizes the concept of a sweep area to address issues in Euclidean space for enhanced V2V communication. …”
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Methods for Extracting Immune-Response Modulating Agents of Plant Origin by Oksana V. Kozlova, Natalia S. Velichkovich, Elizaveta R. Faskhutdinova, Olga A. Neverova, Andrey N. Petrov

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Rapid diagnosis of power battery faults in new energy vehicles based on improved boosting algorithm and big data by Jiali Wang, Jia Chen

“…Big data refers to large-scale, complex datasets that exceed traditional data processing capabilities. Firstly, analyze and preprocess the big data uploaded by the battery. …”
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