Advanced Prediction of Recurrent Fragility Fractures Using Large Language Models by Mohammad Alshraideh, Arafat Al-Dhaqm, Ahmad Alshammari, Abedalrahman Alshraideh, Bahaaldeen Alshraideh, Bayan Mohamed Al-Fayoumi, Maged Nasser

“…The goal of this analysis is to carry out advanced predictive analytics related to the problem of recurrent fragility fractures concerning several key features about each patient: age, sex, body mass index, physical activities, smoking status, and several others: T-score, along with biomarkers such as Vitamin D3, calcium levels, and the rest. …”
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ED-SA-ConvLSTM: A Novel Spatiotemporal Prediction Model and Its Application in Ionospheric TEC Prediction by Yalan Li, Haiming Deng, Jian Xiao, Bin Li, Tao Han, Jianquan Huang, Haijun Liu

“…Existing work based on Convolutional Long Short-Term Memory (ConvLSTM) primarily relies on convolutional operations for spatial feature extraction, which are effective at capturing local spatial correlations, but struggle to model long-range dependencies, limiting their predictive performance. …”
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Optimal Network Design for Municipal Waste Management: Application to the Metropolitan City of Rome by Marco Boresta, Anna Livia Croella, Claudio Gentile, Laura Palagi, Diego Maria Pinto, Giuseppe Stecca, Paolo Ventura

“…An additional feature of the model is its ability to account for vehicle maintenance issues when deployed on consecutive shifts. …”
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Optimized hybrid machine learning framework for early diabetes prediction using electrogastrograms by Paramasivam Alagumariappan, Malathy Sathyamoorthy, Rajesh Kumar Dhanaraj, K. Kamalanand, C. Emmanuel, Sarah Allabun, Manal Othman, Masresha Getahun, Ben Othman Soufiene

“…Abstract In recent years, diabetes has become a global public health problem, and it is reported that the migrant Indians have more prevalence rate of Type-II diabetes. …”
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Artistic synthesis in the novels of A.A. Kim (genre, style, method) by Akerke K. Assan, Irina G. Mineralova, Kadisha R. Nurgali, Kamashke D. Asanov

“…The aim of the paper is to identify the dominant features of A. Kim’s style that influence the formation of writer’s genre preferences, determined by researchers within the boundaries of magical realism. …”
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Short-term photovoltaic power forecasting based on a new hybrid deep learning model incorporating transfer learning strategy by Tiandong Ma, Feng Li, Renlong Gao, Siyu Hu, Wenwen Ma

“…Subsequently, the temporal characteristics between the features are extracted in the BiLSTM layer. Finally, an attention mechanism is used to strengthen the key features by assigning weights to efficiently construct the relationship between the features and output variables. …”
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ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer by Peng Wang, Yafei Song, Xiaodan Wang, Xiangke Guo, Qian Xiang

“…ImagTIDS utilizes the self-attention mechanism to dynamically adjust the attention weights and adaptively focus on the important features, effectively suppressing the adverse effects of redundant features. …”
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Travel route recommendation with a trajectory learning model by Xiangping Wu, Zheng Zhang, Wangjun Wan

“…Existing route recommendation methods commonly face two major problems: first, inadequate integration of multi-source data, which fails to fully consider the potential factors affecting route choice; and second, limited capability to capture road network characteristics, which restricts the effective application of node features and negatively impacts recommendation accuracy. …”
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The Interpretation of “diaspora” in Chinese Language: its Diversity and Influence on Social Theory and Practice by N. Van, E. O. Leonteva

“…The Chinese language, unlike Russian, has several terms,  denoting different statuses of Chinese migrants, but there  is no term  such as “diaspora”. These  features  are interpreted  by the  authors  along the  lines of social ontology as independent  sociological concepts, constructing  particular migrant groups. …”
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Enhancing Tire Condition Monitoring through Weightless Neural Networks Using MEMS-Based Vibration Signals by Siddhant Arora, Sridharan Naveen Venkatesh, Vaithiyanathan Sugumaran, Anoop Prabhakaranpillai Sreelatha, Vetri Selvi Mahamuni

“…This approach yields a variety of features, such as autoregressive moving average (ARMA), statistical and histogram features. …”
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The role of digital crowdfunding platforms in democratizing global entrepreneurship by L. Paul, R. Rena

“…The study points out that some platform features like reward tiers, equity options, and community-building tools can have an impact on investor involvement and the outcome of campaigns.  …”
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Hydrophobization of polyester fabrics using tetrafluoroethylene telomers by Natalia P. Prorokova, Tatyana Yu. Kumeeva, Dmiriy P. Kiruchin

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NEURAL NETWORK MODEL OF DIAGNOSTICS OF STAGES OF DEVELOPING CORPORATE BANKRUPTCY by S. A. Gorbatkov, S. A. Farkhieva

“…The article deals with the problem of developing an information and mathematical model to support decisionmaking on the restructuring of corporate debt in the banking technologies of financial management. …”
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Multi-Agent Reinforcement Learning for Distributed Flexible Job Shop Scheduling With Random Job Arrival by Yuhang Yan, Wenchao Yi, Zhi Pei, Yong Chen

“…This paper addresses the scheduling problem of the Distributed Flexible Job shop Scheduling Problem (DFJSP) with random job arrivals. …”
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Representation of Medical Content in Online Discourse by I. I. Torubarova

“…They are characterised by all the features of the oral and written language typical of Internet-mediated communication.…”
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Cryo-SEM Investigation of Chlorella Using Filter Paper as Substrate by Peng Wan, Meiyue Tao, Yumeng Zhou, Wenjun Han, Jianxia Wang, Jinghan Wang

“…Cryo-EM circumvents these problems by cryo-fixing the samples, thereby retaining the intact and original features of hydrated samples. …”
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Development of the ICT competence of the teacher within the framework of teacher-centered e-learning in the system of professional development by Olga A. Fadeeva

“…The developed model and the environment for the implementation of teacher-centered e-learning is aimed at developing and aligning the teacher’s ICT competence in the context of continuing education, taking into account the andragogical features of the additional professional educational program for advanced training in KSAU DPO “Krasnoyarsk Regional Institute for Advanced Studies and Retraining of Educators”.…”
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Media Presentation of English Borrowings of Pedagogical Discourse by A. D. Efimova

“…The purpose of the study is to investigate the features of the media representation of English borrowings of pedagogical discourse.Methodology and sources. …”
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Dynamic damping under introduction of additional couplings and external actions by S. V. Eliseev, A. S. Mironov, Quang Truc Vuong

“…The study objective is to develop a method for constructing mathematical models in the problems of dynamics of the mechanical oscillating systems with optional devices and features in the system of external disturbing factors.Materials and Methods. …”
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Global Economy: Moving from a Standardized to a Non-Standardized Development Model by I. V. Boiko

“…The purpose of the article is to argue that the destruction of the standardized economy is the main cause of the most acute problems of the world economy.   The common features of standardized production and economy of scale are investigated. …”
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