A Comparative Study of Fractal Models Applied to Artificial and Natural Data by Gil Silva, Fernando Pellon de Miranda, Mateus Michelon, Ana Ovídio, Felipe Venturelli, João Parêdes, João Ferreira, Letícia Moraes, Flávio Barbosa, Alexandre Cury

“…Computational efficiency analysis revealed that methods with linear or logarithmic complexity, such as Persistence and Compass, are most suited for larger datasets, while methods like DFA and Dynamic Fractal Approaches required higher computational resources. …”
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Modern principles of electrification design of the Southern Iraqi railways by M.J. J. Alsultan, M. V. Shevlyugin

“…Railway transportation plays a key role in the national economy as the primary means of moving goods and passengers between regions with minimal costs. It efficiently transports large volumes of cargo over long distances, making it attractive to corporations. …”
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LLM-Driven, Self-Improving Framework for Security Test Automation: Leveraging Karate DSL for Augmented API Resilience by Emil Marian Pasca, Daniela Delinschi, Rudolf Erdei, Oliviu Matei

“…The iterative refinement process, evaluated through comprehensive metrics including Accuracy (A), Complexity (C), and Interoperability (I), represents a significant advancement in automated API security testing, offering an efficient, accurate, and adaptable approach to detecting BOLA vulnerabilities across diverse API architectures.…”
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An Integrated Method for Inverting Beach Surface Moisture by Fusing Unmanned Aerial Vehicle Orthophoto Brightness with Terrestrial Laser Scanner Intensity by Jun Zhu, Kai Tan, Feijian Yin, Peng Song, Faming Huang

“…This method demonstrates robust predictive accuracy in complex beach environments, with an RMSE of 2.63% across 40 samples, efficiently producing high-resolution BSM maps that offer values in studying aeolian sand transport mechanisms.…”
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A novel YOLO LSTM approach for enhanced human action recognition in video sequences by Mahmoud Elnady, Hossam E. Abdelmunim

“…Additionally, this approach effectively handles challenges such as occlusions, varying illumination, and complex backgrounds, making it suitable for real-world applications. …”
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Modified SLAM for Agricultural Robot Navigation by N. V. Gapon, V. V. Voronin, D. V. Rudoy, M. M. Zhdanova

“…Its robust performance suggests strong potential for large-scale integration into autonomous agricultural machinery, contributing to improved reliability, operational efficiency, and safety in robotic field operations.…”
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Comparison of Radio Interferometers with Analog and Digital Extraction of Recorded Signal by N. E. Kol'tso, S. A. Grenkov, L. V. Fedotov

“…The problem of combining RT-13 radio telescopes with VLBI networks with recording of video frequency signals was solved. The efficiency of the installation of digital signal conversion systems at radio telescopes was shown.…”
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從工具示能性與關係行動主體之觀點 探討偏鄉教育系統賦能策略之研究 Investigating the Construction of Empowerment Action Models in Remote Educational Systems Through the Lenses of Tool Affordance and Relational Age... by 陳佩英 Peiying Chen, 洪琴雯 Chin-Wen Hung

“…Conclusion In conclusion, the complex problems embedded in rural schools in terms of structure and system still require policy support. …”
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A Study on the Hydrodynamic Excitation Characteristics of Pump and Pipeline Systems Considering the Weakly Compressible Fluid During the Pump Start-Up Condition by Yonggang Lu, Mengjiao Min, Wei Song, Yun Zhao, Zhengwei Wang

“…With increasing global energy transition and environmental awareness, liquefied natural gas (LNG) is rapidly developing as an efficient and clean energy source. LNG pumps are widely used in industrial applications. …”
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Econometric analysis of the use of biological assets in agricultural organizations by A. O. Ovcharov, A. M. Terekhov

“…However, it is it that it quantifies the complex links between economic variables (including biological assets) that characterize agricultural activities.…”
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Fractal Analysis of Organic Matter Nanopore Structure in Tectonically Deformed Shales by Mingliang Liang, Min Dong, Zongxiu Wang, Kaixun Zhang, Xiaoshi Li, Xingqiang Feng

“…These findings offer a framework for predicting gas storage and flow dynamics in tectonically complex shale reservoirs. For instance, in areas with different tectonic deformation styles, we can better evaluate the gas storage capacity and production potential of shale reservoirs according to the obtained fractal characteristics, which is of great significance for efficient shale gas development.…”
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Overview of Deep Learning Algorithms and Optimizers for Brain Tumor Segmentation by Nisha Purohit, Chandi Prasad Bhatt

“…Achieved high segmentation accuracy in brain tumor detection, outperforming traditional methods with improved Dice scores, precision, and computational efficiency. …”
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Enhancing IDS for the IoMT based on advanced features selection and deep learning methods to increase the model trustworthiness. by Ahmed Muqdad Alnasrallah, Maheyzah Md Siraj, Hanan Ali Alrikabi

“…This study indicates that the proposed strategy decreases computational complexity and enhances IDS efficiency in resource-constrained IoMT environments.…”
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Entropy-Based Emotion Recognition Using EEG Signals by Yeganeh Alidoost, Babak Mohammadzadeh Asl

“…Additionally, practical applications demand a balance between reducing computational complexity and maintaining high classification accuracy. …”
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Will Artificial Intelligence Replace Physicians or Augment Their Capabilities? by Sara Rahmati Roodsari, Alireza Zali, Mohammad Rahmati-Roodsari, Behina Forouzanmehr

“…The aim is to enable physicians to function efficiently with machines rather than to make robots physicians18, 21. …”
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An emerging knowledge exchange framework: Leadership insight into a key capacity-building impact in a large urban, trauma-informed initiative supporting resiliency and promoting eq... by Amy E. Lansing, Natalie J. Romero, Elizabeth Siantz, Kimberly Center, Todd Gilmer

“…Large-scale capacity-building projects proliferated during the global pandemic, highlighting the need for practical guidance and steps for efficiently responding to changing community needs and effectively communicating information across partnership and community members. …”
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Construction of a sugar and acid content estimation model for Miliang-1 kiwifruit during storage by LIU Li, YANG Tianyi, DONG Congying, SHI Caiyun, SI Peng, WEI Zhifeng, GAO Dengtao

“…[Objective] Traditional chemical methods for assessing the storage quality of kiwifruit typically involve complex procedures and high costs, which may hinder their widespread use. …”
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Evaluating feature extraction in ovarian cancer cell line co-cultures using deep neural networks by Osheen Sharma, Greta Gudoityte, Rezan Minozada, Olli P. Kallioniemi, Riku Turkki, Lassi Paavolainen, Brinton Seashore-Ludlow

“…Traditional phenotyping with CellProfiler achieves an average enrichment score of 62.6% for mechanisms of action, while pre-trained neural networks (EfficientNetB0 and MobileNetV2) reach 61.0% and 62.0%, respectively. …”
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Contemporary Business Education: a Solution for Global Leadership Challenges by Tudor Cristian Ţiclău

“…My argument is that the latest developments in public management reform (New Public Management, Good Governance and Public Entrepreneurship) combined with new demands for effectiveness, efficiency and high quality public services could increase the relevance of such programs. …”
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The eSports Management Model in China as a Basis for Promoting the Healthy Lifestyle and National Interests Protection by S. V. Altukhov, V. M. Verevkin

“…The purpose of this study is to analyze the complex structure of government and sports regulation in China’s esports, the professionalization of the young industry, the principles and mechanisms of balancing economic efficiency and sports results. eSports is presented as a symbiosis of the intellectual and physical activities of people. …”
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