Isotopic Properties of Neutrosophic Soft Quasigroup and Its Application in Decision-making by Benard Osoba, Oyebo Tunde Yakub, Abdulkareem Abdulafeez Olalekan, Oyewole Oluwapamilerin, Adenibuyan Micheal Tokunbo, Oluwatobi Balogun, Adekola Lanrewaju Olumide

“…To validate some of these results, examples have been constructed, and a practical application utilizing real-life data has been demonstrated. …”
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A Continuous k-Nearest Neighbor Query Method for Moving Data in Obstructed Spaces by WAN Jing, TANG Bei-bei, HE Yun-bin, Li Song

“…Due to the uncertainty of the moving objects themselves and the existence of obstacles in real life, the existing query methods are no longer applicable to COpKNN queries. …”
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Urban Multi-Scenario Land Use Optimization Simulation Considering Local Climate Zones by Jie Chen, Zikun Dong, Ruijie Shi, Geng Sun, Ya Guo, Zhuopeng Peng, Min Deng, Kaiqi Chen

“…The research employs a genetic algorithm to optimize the LCZ quantity structure in order to improve the urban temperature environment. …”
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An efficient enhanced stacked auto encoder assisted optimized deep neural network for forecasting Dry Eye Disease by Steffi Rajan, Suresh Ponnan

“…Early diagnosis and treatment of erectile dysfunction may significantly improve the Quality of Life (QoL) for people. The current study introduces the ESAE-ODNN, an improved stacked autoencoder-aided optimised deep neural network, as a new way to predict DED using feature selection (FS), feature extraction (FE), and classification. …”
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Different Approaches to Artificial Intelligence–Based Predictive Maintenance on an Axle Test Bench with Highly Varying Tests by Markus Siebert, Michael Fister, Christian Spieker, Daniel Stengler

“…Predictive assessments of system conditions ensure greater reliability and cost reductions through longer service life. The implementation of a machine learning and a deep learning algorithm for predictive maintenance through early damage detection on an electric rear axle test bench is presented in this paper. …”
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Building a personality assessment tool based on existing personality questionnaires: Based on big data by maryam mohtashami, Mohammad Hossein Zarghami, Beheshte Nyusha

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Measurement and assessment of human resources in information economy: substantive and methodological aspect by Krasova Elena

“…The article deals with substantive and methodological aspects of measuring and assessing human resources, one of the main factors of the information economy development, in which productivity and quality of life are closely related to human resource development and the conditions that determine it. …”
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Improved Deep Convolutional Generative Adversarial Network for Data Augmentation of Gas Polyethylene Pipeline Defect Images by Zihan Zhang, Yang Wang, Nan Lin, Shengtao Ren

“…Gas polyethylene (PE) pipes have an become essential component of the urban gas pipeline network due to their long service life and corrosion resistance. To prevent safety incidents, regular monitoring of gas pipelines is crucial. …”
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Experience of implementing a value-based approach in oncodermatology by Yu. A. Zuenkova, D. I. Kicha, L. N. Izyurov

“…The observational, single-arm, prospective, long-term single-center study of the quality of life and patients’ experience was performed. It included 42 patients aged from 42 to 82 years. …”
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Optimizing public health management with predictive analytics: leveraging the power of random forest by Hongman Wang, Yifan Song, Yifan Song, Hua Bi

“…This study employs a Random Forest Algorithm (RFA) to address this limitation and enhance the predictive modeling of community health outcomes. …”
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Psychometric Properties and the Network Analysis of the Turkish Version of the Multidimensional Flourishing Scale: Associations with Psychological Distress by İbrahim Dadandı, Fatih Aydın

“…At the item level, two symptoms of psychological distress, feeling depressed and feeling restless or fidgety, as well as three indicators of flourishing, feeling positive, feeling happy, and perceiving life as full of meaning, emerged as the most central nodes. …”
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Use of idarucizumab for emergency surgery in patients taking dabigatran by O. M. Nesterova, Y. R. Lentsik, A. A. Vitik, E. D. Kosmacheva, V. I. Fetisova, M. N. Zamyatin

“…We also present the RE-VECTO study data on the use of idarucizumab in real-life clinical practice.…”
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A comparative analysis between isotropic and optimization binary diagram influenced by nickel-doping on the LiMn2O4 spinel type by Malatji Kemeridge, Maphanga Regina, Ngoepe Phuti

“…However, lithium manganese oxide is hindered by a limited cycle life, caused by the dissolution of manganese into the electrolyte during electrochemical cycling. …”
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Advanced Text Summarization Model Incorporating NLP Techniques and Feature-Based Scoring by Estabraq Abdulreda Kadhim, Mohammad-Reza Feizi-Derakhshi, Hadi S. Aghdasi

“…It thus suggests that the approach is applicable in real-life situations and deserves further research.…”
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Robust Hybrid Data-Level Approach for Handling Skewed Fat-Tailed Distributed Datasets and Diverse Features in Financial Credit Risk by Musara Keith R, Ranganai Edmore, Chimedza Charles, Matarise Florence, Munyira Sheunesu

“…Skewed fat-tailed distributed (imbalance or class-imbalance) datasets pose over- whelming aberrations in numerous machine learning (ML) algorithms, particularly in real-life applications, especially in the domain of credit risk modelling, where default cases (minority-classes) are often outnumbered by non-default cases (majority-classes) cases or vice versa. …”
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Design Principles of a Flat-Pack Electronic Sensor Kit with Intelligent User Interface Calibrations: A Case Study of Monitoring Sedentary Behavior in Workplace by Ananda Maiti, Vanessa Ward, Amy Hilliard, Anjia Ye, Scott J. Pedersen

“…We also discuss a software design algorithm that can be used to calibrate the newly constructed device. …”
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Monitoring changes in urban green spaces using Sentinel 2 data, a case study from Vietnam by Le Hung Trinh, Kim Thu Le, Van Phu Le

“…Urban green space (UGS) plays an important role in improving the urban environment, enhancing the quality of life and contributing to sustainable urban development. …”
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MLRec: A Machine Learning-Based Recommendation System for High School Students Context of Bangladesh by Momotaz Begum, Mehedi Hasan Shuvo, Jia Uddin

“…After that, we applied 15 ML algorithms for training and testing. Then, we compared the algorithms using criteria such as accuracy, Mean Squared Error (MSE), Root Mean Squared Error (RMSE), coefficient of determination (R²), Explained Variance (EV), and Tweedie Deviance Score (D²). …”
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Conformational ensembles for protein structure prediction by Jiaan Yang, Wen Xiang Cheng, Peng Zhang, Gang Wu, Si Tong Sheng, Junjie Yang, Suwen Zhao, Qiyue Hu, Wenxin Ji, Qiong Shi

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Eosinophilic Fasciitis: A Review of Research and Therapeutic Possibilities by Julia Biernikiewicz, Anna Wilewska, Bartosz Pomirski, Agata Pomirska, Milena Biernikiewicz, Konstanty Alabrudziński, Agnieszka Borowiec, Kinga Borowiec, Paulina Kwaśniewska, Patryk Graczyk

“…Understanding EF is essential for improving patient outcomes and quality of life. Purpose The purpose of this article is to enhance knowledge of eosinophilic fasciitis by examining its pathogenesis, immune mechanisms, and diagnostic challenges, as well as evaluating current diagnostic criteria and treatments. …”
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