Development of a Severity-Based Attack Mitigation System in Cognitive Radio Networks Using Blockchain and GFHQDC by V. Saraswathi, R. Dayana

“…Finally, the optimal SU is selected based on proximity to the PU, and the spectrum is allocated. Our results demonstrate the superiority of the proposed model, achieving a 98.42% security level in attack mitigation, thereby ensuring robust and efficient spectrum sharing within the CRN.…”
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Temperature Prediction Model for Power Data Centers Based on GRU by WANG Xu, TUO Ya, LI Xin, WANG Fang, LI Chenxia, DING Bo

“…High- dimensional features are extracted using a one-dimensional CNN, and the extracted feature vectors are fed into the GRU for analysis and feature extraction. Additionally, the Attention Mechanism is employed to compute attention scores for the hidden layers of GRU and allocate attention weights, highlighting the influence of highly correlated features. …”
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Facial Expression Recognition using Convolutional Neural Networks with Transfer Learning Resnet-50 by Annisa Ayu Istiqomah, Christy Atika Sari, Ajib Susanto, Eko Hari Rachmawanto

“…Facial expression recognition is important for many applications, including sentiment analysis, human-computer interaction, and interactive systems in areas such as security, healthcare, and entertainment. …”
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Oil and Gas Industry Companies’ Classification and Ordering by the Level of Investment Attractiveness Algorithm by Chernova Natalia L., Serhiienko Olena A., Huz Ostap B.

“…Hierarchical algorithms make it possible to perform a preliminary analysis of the system of objects in a multidimensional space, to estimate the density of their location and to put forward a preliminary hypothesis regarding the possible number of homogeneous groups. …”
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THE ROLE OF ARTIFICIAL INTELLIGENCE IN THE DEVELOPMENT OF THE INSURANCE MARKET by Maksym Dubyna, Olha Popelo, Maksym Shvets

“…A range of general scientific and special research methods were used in the article, including the following: methods of comparison, measurement, abstraction, analysis and synthesis. The employment of statistical analysis methods enabled the substantiation of the state of artificial intelligence technology utilisation by insurance companies, and the identification of potential areas for its further application in their work. …”
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Construction and Application of Intelligent O&M System for Urban Rail Transit Signaling Systems by YU Meng, LU Huaike, LIANG Zhe, FAN Zichao, GAO Ning

“…The goal is to break through the technical and managerial bottlenecks of traditional O&M models and achieve efficient, precise, and sustainable O&M system. [Method] By integrating multi-source heterogeneous data and building a multi-layer architecture, the system enables real-time equipment status monitoring and degradation trend analysis, significantly improving data utilization and fault identification capabilities. …”
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Blockchain-driven logistics provider guaranteed financing strategy considering risk aversion by Lei Yang, Qiaoming Hou

“…The Shapley value can effectively allocate the financing gains among supply chain members, and risk-sharing contracts can increase the financing gains of suppliers and logistics providers. …”
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Chitosan nanoparticles, Rose Bengal-chitosan activated photodynamic therapy as final irrigant on pushout bond strength, smear layer removal efficacy and antibacterial effectiveness... by Fahad Alkhudhairy, Mohammad H. AlRefeai

“…The data was subjected to analysis using one-way analysis of variance (ANOVA) and Tukey's post hoc test. …”
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Ballpark Estimates of Budget Space for Health Workforce Investments in the 47 Countries of the WHO African Region: A Modelling Study by James Avoka Asamani, San Boris Kouadjo Bediakon, Hamza Ismaila, Sunny Okoroafor, Regina Titi-Ofei, Adam Ahmat, Juliet Nabyonga-Orem, Ogochukwu Chukwujekwu, Kasonde Mwinga

“…This should, however, be underpinned by ensuring efficient and accountable use of the resources.…”
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Predicting the Likelihood of Operational Risk Occurrence in the Banking Industry Using Machine Learning Algorithms by Hamed Naderi, Mohammad Ali Rastegar Sorkhe, Bakhtiar Ostadi, Mehrdad Kargari

“…Moreover, integrating machine learning into risk management enhances decision-making by providing precise, data-driven predictions, allowing for more effective strategies and efficient resource allocation.Future research could incorporate additional data, such as historical records, economic indicators, and internal process information, to further improve prediction accuracy. …”
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Bicycle as a traffic mode: From microscopic cycling behavior to macroscopic bicycle flow by Ying-Chuan Ni, Michail A. Makridis, Anastasios Kouvelas

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Prototype multi-agent robotic debris removal system: principles of development and experimental studies by S. V. Manko, V. M. Lokhin, S. A. K. Diane

“…A proposed algorithm for planning the actions of robotic agents determines the time sequence of the mission stages. Tasks are allocated among the performing robots according to assessments of their suitability. …”
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A Risk-Adjusted Financial Feasibility Model for ESCOs: Introducing Payment from Savings (PFS) Concept by Adam Febranzah, Denpharanto Agung Krisprimandoyo

“…To address these challenges, this paper proposes two innovative concepts: (1) a risk-adjusted financial feasibility model, and (2) a novel “Payment from Savings” (PFS) approach, based on an analysis of optimal shared savings rates in energy efficiency projects, leading to a 0% shared savings scheme for the client. …”
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A strategic approach to the placement of PV-integrated EV charging stations for enhancing the distribution network performance by Raj Chakraborty, Subhojit Dawn, Priyanath Das, Diptanu Das, Sadhan Gope, Md. Minarul Islam, Taha Selim Ustun

“…The backward forward sweep power flow technique has been applied to perform the analysis by considering the variable parameters of the electrical system. …”
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Automated grading of rectocele with an MRI radiomics model by Weiwei Lai, Shuang Wang, Jiannan Li, Rui Qi, Zeyun Zhao, Min Wang

“…These features were then dimensionality reduced to retain only the most relevant data for the analysis. The radiomics features were reduced in dimension, and a machine learning model was developed using a Support Vector Machine (SVM). …”
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Comprehensive Review of Enterprise Resource Planning (ERP) Systems And Performance Management Integration In Healthcare by Al-Assaf Karam, Alzahmi Wadhah, Ahmed Vian, Bahroun Zied

“…This review is particularly relevant for healthcare administrators, policymakers, and system integrators, offering insights to optimize operational efficiency, allocate resources, and align ERP adoption with strategic goals. …”
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Joint Configuration and Optimization of Multi-microgrid Shared Energy Storage Based on Coalition Game by Congwei JIANG, Qinghe OU, Zhongchao WU, Jian ZHANG, Shu YANG, Jianan ZHU, Qian AI

“…At the same time, the concept of shared energy storage replaces traditional economic operation modes of energy storage and has revolutionary significance for improving the operation efficiency of energy storage. Considering that the capacity configuration and operation optimization of energy storage equipment are coupled, this paper adopts an energy cell–organization framework, proposes a two-stage multi-objective optimal configuration scheme of the shared energy storage based on a coalition game, and fairly allocates the coalition cooperation costs by using the Shapley method. …”
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Organising general practice for care homes: a multi-method study by Barbara Hanratty, Rachel Stocker, David Sinclair, Katie Brittain, Karen Spilsbury, Daniel Stow, Louise Robinson, Fiona E Matthews

“…Hierarchical clustering analysis was used to classify practices into groups based on their responses. …”
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Peer Support for Improving Student Engagement and Learning Outcomes in Postgraduate Public Health and Health Sciences: A Qualitative Study by Jinal Shashin Parmar, Sabuj Kanti Mistry, Sowbhagya Micheal, Tinashe Dune, David Lim, Stewart Alford, Amit Arora

“…Peer support is a widely recognized approach in higher education, improving learning efficiency, facilitating the exchange of knowledge, and helping students transition into university life through mutual help and collaboration. …”
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Rehabilitation with removable dentures in adults and older people with partial or total edentulism: Chilean Public Health System Experience, 2017–2019 by Karen Danke, DDS, MSc, Ingeborg Bevensee, DDS, Ana Beatriz Silva, DDS, MSc, Alicia Morales, DDS, MSc, Gisela Jara, DDs, MSc, Fabiola Werlinger, MSc, PhD, Mauricio Baeza, DDS, MSc, PhD, María Ignacia Muñoz, DDS, Viviana García Ubillo, MSc, Jorge Gamonal, DDS, MSc, PhD

“…This comprehensive overview enables the identification of areas requiring further attention to ensure the delivery of high-quality treatments and the efficient allocation of public resources.…”
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