A novel intelligent photonic design method enabled by metamaterials and k-nearest neighbor by Fan Hangming, Pan Junlin, Wang Yongchen, Yuan Zhe, Cheng Mengfan, Yang Qi, Liu Deming, Deng Lei

“…Although attempts have been made to apply inverse design to metamaterials, there is still a need for a highly intelligent, low-computation method, and easy-to-fabricate metamaterial structure. …”
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ON THE ISSUE OF MONITORING THE EFFECTIVENESS OF PATRIOTIC EDUCATION OF STUDENTS by Vitalii Y. Kulchytskyi

“…It is determined that monitoring is an evaluation activity aimed at determining the effectiveness of educational influences, studying the characteristics of the group in order to assess the level of education, and optimization of educational and upbringing processes. …”
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Machine learning-driven insights into phase prediction for high entropy alloys by Reliance Jain, Sandeep Jain, Sheetal Kumar Dewangan, Lokesh Kumar Boriwal, Sumanta Samal

“…Data Availability: Data will be made available on request…”
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Analysis of Financing Risk and Innovation Motivation Mechanism of Financial Service Industry Based on Internet of Things by Luya Li, Hongxun Li

“…A fuzzy comprehensive evaluation was made on the continuous innovation power of financial service industry products in a certain area. …”
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Machine Learning System for Predicting Cardiovascular Disorders in Diabetic Patients by A. Mayya, H. Solieman

“…The final prediction is made using a weighted majority vote of all the decisions. …”
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Volatile Organic Silicon Compounds in Biogases: Development of Sampling and Analytical Methods for Total Silicon Quantification by ICP-OES by Claire Chottier, Vincent Chatain, Jennifer Julien, Nathalie Dumont, David Lebouil, Patrick Germain

“…Usually, samplings are done by adsorption or absorption and quantification made by gas chromatography-mass spectrometry (GC-MS) or inductively coupled plasma-optical emission spectrometry (ICP-OES). …”
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Advances and controversies in the adjuvant treatment of early breast cancer by WANG Zhiqing, LIU Xiyu, FAN Lei

“…For triple-negative breast cancer, while traditional adjuvant therapy has been continuously optimized, the application of immunotherapy in the neoadjuvant and adjuvant phases has also made significant progress. …”
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Three-Dimensional Automated Breast Ultrasound (ABUS) Tumor Classification Using a 2D-Input Network: Soft Voting or Hard Voting? by Shaode Yu, Xiaoyu Liang, Songnan Zhao, Yaoqin Xie, Qiurui Sun

“…Specifically, based on the preliminary predictions made by a 2D-input network, SV employs voxel-based weighting, and hard voting (HV) utilizes slice-based weighting. …”
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Facial Recognition at the Fitness Center Under the General Data Protection Regulation Article 9(1) and 9(2)(a) by Daria Bulgakova, Valentyna Bulgakova

“…The research focuses on analyzing the Danish Data Protection Agency’s investigation of FysioDanmark concerning the facial biometric recognition of customers’ and employees’ faces at the entrance to a fitness center for membership control checks and business optimization. The authors have made the following findings. …”
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Microbial Community Composition and Volatile Flavor Substances in Fermented Grass Carp with Rice Wine Lees during Fermentation and Correlation between Them by DUAN Zirui, YANG Xu, CHEN Xiao’e, GUO Quanyou

“…This study provides the basis for the screening of dominant strains and the optimization of the fermentation process of fermented grass carp.…”
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Variation-Difference Method of Calculation of Layered Rubber-Metal Vibration Isolators Used for Protection of Reinforced Concrete Buildings from Anthropogenic Vibration by D. K. Sizov

“…In the modern construction complex of the city of Moscow for the protection of buildings and structures from man-made vibration arising from the movement of trains of rail transportation (subway trains, railroad lines and trams). …”
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Algorithm and Methods for Analyzing Power Consumption Behavior of Industrial Enterprises Considering Process Characteristics by Pavel Ilyushin, Boris Papkov, Aleksandr Kulikov, Konstantin Suslov

“…Managing power consumption of industrial enterprises by personnel proved ineffective, which required the development and implementation of automatic energy consumption management systems. Optimization of power consumption behavior requires comprehensive and reliable information on the parameters of the technological processes of an industrial enterprise. …”
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Joint classification and regression with deep multi task learning model using conventional based patch extraction for brain disease diagnosis by Padmapriya K., Ezhumalai Periyathambi

“…Background The best possible treatment planning and patient care depend on the precise diagnosis of brain diseases made with medical imaging information. Magnetic resonance imaging (MRI) is increasingly used in clinical score prediction and computer-aided brain disease (BD) diagnosis due to its outstanding correlation. …”
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Ammonia and Methanol as Energy Carriers Towards 2060 The Long-Term Plan Strategy: A Comparative Perspective of China and Indonesia Cases by Tri Ligayanti, Raldi Hendro Koestoer

“…The energy-chemical nexus on the background of the Ammonia & Methanol industries are the largest sources of CO2 emissions in China, so it will contribute significantly to emission reductions from the energy transition to carbon neutral energy. From the efforts made by China, it can provide information and considerations to Indonesian policy makers and researchers on their efforts regarding resource management optimization to reconcile the tradeoffs on resources protection and development of socioeconomic as well as to ensure a sustainable system. …”
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Integrated and improved YOLOv8 and triangulated network method for extracting indicators in open-pit mine mining areas by LI Tianwen, LI Gongquan, LI Juntao

“…Based on YOLOv8, the following improvements were made to obtain Mine-YOLO: the addition of an Efficient Multi-Scale Attention (EMA) module to enhance the model's recognition and segmentation accuracy of mining field boundaries; the inclusion of a Global Attention Mechanism (GAM) module to retain open-pit mining field feature data at a global scale, improving target recognition accuracy; and the optimization of the Focaler-IoU loss function to enhance the model's ability to distinguish positive samples. …”
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The efficiency analysis methods of decontamination of Fukushima Prefecture territory (Japan) by Dmitriy V. Aron

“…However, at the same time, the decontamination measures made it possible to prevent possible high costs to the government, and some positive social effects were finally achieved.…”
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I-AIR: intention-aware travel itinerary recommendation via multi-signal fusion and spatiotemporal constraints by Xiao Cui, Zhihua Wang, Ping Li, Qiang Xu

“…Although traditional methods have made progress in next-POI prediction and route planning, they often rely on static user preferences and overly simplistic spatial assumptions, overlooking contextual variability and non-linear distance effects. …”
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Exploring seasonal differences in taste and nonvolatiles of Lu'an Guapian tea and perceptual interactions between odorants and EGCG via multi-sensory analysis and metabolomics by Jingzhe Li, Yurui Song, Dongzhu Huang, Jieyao Yu, Xiaoting Zhai, Linlin Liu, Yijun Wang, Xiaochun Wan, Xiaogang Wang

“…These findings provide theoretical insights into the seasonal effects of LAGP tea and guide the optimization of optimization of summer-autumn tea production.…”
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ANALISIS HUBUNGAN KUANTITATIF STRUKTUR DAN AKTIVITAS ANTIMALARIA SENYAWA TURUNAN QUINOXALIN by M. Noor, K. Kasmui, S. B. W. Kusuma

“…The calculation  for optimization obtained by using Gaussian09W program. Descriptor  values obatained  by using Gaussian09W program and Marvin Beans. …”
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Research progress and prospect of underground utilization of coal-based solid waste functional materials by Jixiong ZHANG, Nan ZHOU, Hengfeng LIU, Yachen XIE, Zhihui SUN, Shenyang OUYANG

“…In summary, significant progress has been made in the composition, preparation methods, and property regulation of coal-based solid waste functional materials, and a theoretical system for coal-based solid waste functional materials has been basically established. …”
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