The intelligent fault identification method based on multi-source information fusion and deep learning by Dashu Guo, Xiaoshuang Yang, Peng Peng, Lei Zhu, Handong He

“…To more accurately enhance the morphological features of faults and achieve their rapid, precise, and intelligent identification, this paper employs a multi-source information fusion method. …”
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FedEmerge: An Entropy-Guided Federated Learning Method for Sensor Networks and Edge Intelligence by Koffka Khan

“…This formulation introduces a principled way to quantify and reward data diversity, enabling an emergent collective learning dynamic in which globally informative updates drive convergence. Unlike existing methods that weigh updates by sample count or heuristics, FedEmerge prioritizes clients with more representative, high-entropy data. …”
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Optimization of the Meat Flavoring Production Process for Plant-Based Products Using the Taguchi Method by Varuzhan Sarkisyan, Anastasiya Bilyalova, Valentina Vorobyeva, Irina Vorobyeva, Alexey Malinkin, Vladimir Zotov, Alla Kochetkova

“…A heat map of the volatile content was constructed to facilitate a comparison of the samples. The study demonstrates the effectiveness of the Taguchi method in optimizing the production process of meat flavorings for plant-based products and provides valuable insights for the development of more balanced odor profiles.…”
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A temporal fusion method for modeling the rate of penetration during deep geological drilling by Yang ZHOU, Chengda LU, Min WU, Xin CHEN, Ningping YAO, Haitao SONG, Youzhen ZHANG

“…MethodsTo address these challenges, this study proposed a fusion method combined with temporal regulation for ROP modeling: the SVR-MDBO method. …”
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Evaluating the Quality of an ELT Program in Higher Education by Özlem Grab Melissa

“…For both quantitative and qualitative research methods, the sample size targeted 120 students, 10 faculty members, and 5 external stakeholders. …”
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A method for detecting the rate of tobacco leaf loosening in tobacco leaf sorting scenarios by Yansong Wang, Yansong Wang, Chunjie Zhang, Chunjie Zhang, Mingjie Wu, Mingjie Wu, Ruilin Luo, Lin Lu, Zaiqing Chen, Zaiqing Chen, Lijun Yun, Lijun Yun

“…Additionally, a loss function with a monotonic focusing mechanism was introduced to increase the model’s learning capacity for difficult samples, resulting in a YOLO-TobaccoStem model more suitable for detecting tobacco stem objects. …”
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FY-4A/AGRI Cloud Detection Method Based on Naive Bayesian Algorithm by Guo Xuexing, Qu Jianhua, Ye Lingmeng, Han Min, Shi Mojie

“…Due to the use of dynamic surface type files and sufficient training sample sizes for deep and shallow waters, the overall cloud recognition accuracy of the method is relatively ideal in four seasons, with the best performance in summer and autumn. …”
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PO09 | Comparison of different aggregometry methods for evaluation of platelet function in patients with myeloproliferative neoplasms

“…Our study aims to compare platelet aggregation using two different techniques available in our laboratory. Methods: We analyzed data from 20 MPN patients (18 ET, 2 PV) diagnosed and followed in our Department (6 M, 14 F, median age at diagnosis 48.7y, median age at sampling 61.5y). …”
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Diagnosis Anthracnose of Chili Pepper Using Convolutional Neural Networks Based Deep Learning Models by Hae-In Kim, Ju-Yeon Yoon, Ho-Jong Ju

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Facial shapes in Frankfurt Horizontal and natural head positions: a methodological study by Anna A. Mezentseva, Victoria V. Rostovtseva, Anna V. Komarova, Anna A. Korotkova, Nadezhda B. Dashieva, Marina, L. Butovskaya

“…Despite the larger facial sexual dimorphism in the Buryat group, sex differences were more pronounced in FH across both samples. Correlations between facial shape and body metrics (height, Body Mass Index, and body fat mass) were stronger in FH. …”
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A gastronomic exploration of protein digestibility, antioxidant activity, and bioavailability of selenium-enriched germinated brown rice under various cooking methods by Muhammad Tayyab Rashid, Kunlun Liu, Mengru Ning, Mushtaq Ahmed Jatoi, Nazish Muzaffar, Hazrat Usman

“…Cooking reduced ABTS•+ scavenging by 7.22 % in GBR samples compared to uncooked samples. In contrast, Se-GBR samples maintained higher scavenging rates of 65 % and 75 %, demonstrating their resilience to cooking-induced changes. …”
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Research on navigation method in closed-canopy orchard based on 3D LiDAR by Zhigang ZHANG, Kaiyuan BAO, Wenyu ZHANG, Fan DING, Zongyi TONG, Fukang ZHOU

“…Newton’s interpolation method was used to interpolate the body-centered position data, and the random sample consensus (RANSAC) algorithm was used to fit the navigation path, i.e., NIL-RANSAC, after the interpolation was completed. …”
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Optimisation of combined acid and enzymatic hydrolysis of paddy straw to produce fermentable hydrolysate by Prabhat K. Guru, Mayuri Gupta, Anshika Rani, Parmanand Sahu, Pushpraj Diwan, Ghanshyam Pawar, Sandip Gangil

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Comparison and Optimization of Sr Isotope Analysis in Carbonate Rocks by Multiple-step Leaching Method by Xu PAN, Ziwei SUN, Jiwei GAO, Hongmei GONG, Xiaohong WANG, Meng DUAN, Yuanyuan XIAO

“…Therefore, the more conservative method proposed by Li, et al[29] is recommended for leaching unknown limestone samples, and B7-B9 are the target steps for leaching representative primary carbonate fraction. …”
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An Efficient Analytical Method for Determining the Effects of Silver Nanoparticles on Vibrio parahaemolyticus in Estuarine Water by Xiangyi HOU, Xiaoyang WANG, Yuanyuan ZHANG, Ruohan LIANG, Feng LU, Qianqian YANG, Xiaodan PU, Yan ZHANG, Keming QU, Xuzhi ZHANG

“…No major error (ME) was found, indicating that the EMGA method for measuring the effects of Ag NPs on V. parahaemolyticus in estuarine water samples is reliable. …”
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Acceptability, Feasibility, and Preliminary Effectiveness of a Wellbeing Coordination Program in an Integrated Health and Social Care Hub: A Mixed Methods Study by Lingling Chen, Natalie White, Emma Patten, Danielle Barth, Leanne N. Constable, Teresa Hall, Ashraful Kabir, Harriet Hiscock, Sarah Loveday

“…Future research should establish program effectiveness with larger and more diverse caregiver samples.…”
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Predicting soil organic matter using corrected field spectra and stacking ensemble learning by Yu Wang, Xuhui Yan, Rongyanting Huo, Longcai Zhao, Jie Peng, Yongsheng Hong, Jing Liu

“…Visible near-infrared (Vis-NIR) spectroscopy technology is a rapid and highly accurate SOM quantification method. While the laboratory spectra measurement requires a series of processing procedures. …”
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Dataset for comparative analysis of precision metagenomics and traditional methods in urinary tract infection diagnosticsNCBI by Rob E. Carpenter, Sadia Almas, Vaibhav K. Tamrakar, Rahul Sharma

“…Precision Metagenomics, a target-agnostic sequencing method, provides a more inclusive approach by enabling the identification of a broad spectrum of pathogens, including bacteria, viruses, fungi, and parasites, without prior knowledge of the organisms. …”
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Motivations to conduct research and burnout in medical education: a mixed methods study of students and residents by Devin Box, Skylar Healey, Stefani Mihilli, Kristen Barton, Ryan Degen, Mary Ott

“…Important influences may be motivation sources and supports, since intrinsic motivation is linked to well-being. This mixed methods study investigated associations between burnout and motivations for conducting research in a sample of medical students and residents in one academic centre. …”
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A Comparative Study of the Oxidation and Wet Chemical Methods for Uncapping the Multi-Walled Carbon Nanotubes by M. Valinejad, A. Shokuhfar, B. Arab

“…In this case, about 80 % of the CNTs were thoroughly opened without any weight loss. The acid-based method was finally deduced to be more economical and efficient than the oxidation method.…”
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