Introduction of Information Technologies as the Newest Concept of Optimization of Civil Proceedings by Tetyana Kaganovska, Anatolii Muzyka, Andrii Hulyk, Hennadii Tymchenko, Hikmat Javadov, Oxana Grabovskaya

“…The introduction of information technology in the structure of procedural legal relations contributes to the full implementation of the principles of procedural law and optimization of civil proceedings. The purpose of this study is to develop scientifically sound proposals and recommendations for the latest concept of optimization of civil justice by means of information technology. …”
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FD-YOLO: A YOLO Network Optimized for Fall Detection by Hoseong Hwang, Donghyun Kim, Hochul Kim

“…Second, a Transformer-based Swin Transformer module was added to effectively learn global spatial information and enable a more detailed analysis of body movements. This study prioritized minimizing missed fall detections (false negatives, FN) as the key performance metric, since undetected falls pose greater risks than false detections. …”
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The Role of Virtual Reality in Optimizing Karate Performance: Scoping Review by Dewangga Yudhistira, Muhammad Sukron Fauzi, Naheria Naheria, Didik Cahyono, Kevin Ramadhan, Aprilyan Putra Bimantoro, Shidqi Hamdi Pratama Putra, A. Febi Irawati, Andi Atssam Mappanyukki, Abdul Rahman, Andi Miftahul Jannah

“…The objective of this study was to undertake a scoping review on the role of virtual reality (VR) in optimizing karate performance. The questions to be researched were: (1) how did VR support the training process, (2) what were the challenges of integrating VR, (3) how effective was VR in maximizing performance, and (4) what was the potential of VR  in the development of karate training methods. …”
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An Optimized Model for Identification of Cerebral Palsy Using Deep Learning by Md Anjar Ahsan, Hassan bin Mohammed, Abhilash Maroju, Nurhafizah Moziyana Mohd Yusop, Wan Su Emi Yusnita Wan Yusof, Najjah Salwa Abd Razak, Mohd Arif Dar

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Adaptive software sensor for intelligent control in photovoltaic system optimization by Hsen Abidi, Lilia Sidhom, Math Bollen, Inès Chihi

“…These issues impact the overall reliability and real-time performance of power extraction and motivate the development of more robust and efficient alternatives. As a solution, an adaptive software sensor is introduced and integrated with a smart maximum power point tracking control strategy for real-time photovoltaic system optimization. …”
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Methodology for Analyzing Powder-Based Fire Extinguishing and Its Optimization by Amir Shalel, David Katoshevski, Tali Bar-Kohany

“…The developed methodology and finding suggest that micro-sized powders are more effective in extinguishing fires, as they offer improved dispersion and reactivity, enhancing the overall efficiency of the fire suppression process. …”
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Improved Rao-Blackwellized Particle Filter by Particle Swarm Optimization by Zeng-Shun Zhao, Xiang Feng, Yan-yan Lin, Fang Wei, Shi-Ku Wang, Tong-Lu Xiao, Mao-Yong Cao, Zeng-Guang Hou, Min Tan

“…The experimental results demonstrate that this novel algorithm is more efficient than the standard RBPF.…”
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Substantiations for the optimal modes of cultivator paws on vibro-impact suspension by L. F. Babitsky, I. V. Sobolevsky, V. A. Kuklin

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Optimization of Cellular Automata Model for Moving Bottlenecks in Urban Roads by Weijie Xiu, Shijie Luo, Kailong Li, Qi Zhao, Li Wang

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Dynamic contagion potential framework for optimizing infection control in healthcare by Alexandra Fedrigo, Mohamad Nassar, Jennifer Bail, Antonia Bates-Ford, Satyaki Roy

“…Results demonstrate that incorporating CP significantly reduces infection propagation, enhances patient safety, and leads to more efficient healthcare resource allocation.DiscussionThis study presents a dynamic, data-driven framework for infection control within healthcare facilities. …”
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Modified Whale Optimization Algorithm for Multiclass Skin Cancer Classification by Abdul Majid, Masad A. Alrasheedi, Abdulmajeed Atiah Alharbi, Jeza Allohibi, Seung-Won Lee

“…The optimized features are fed into machine learning classifiers to achieve robust classification performance. …”
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A Review of IoT and Machine Learning for Environmental Optimization in Aeroponics by Muhammad Amjad, Elanchezhian Arulmozhi, Yeong-Hyeon Shin, Moon-Kyung Kang, Woo-Jae Cho

“…In contrast, aeroponic, smart, soil-free farming technologies offer a more sustainable alternative by reducing land use and providing efficient water use, given that aeroponics intermittently delivers water in mist form rather than maintaining continuous root zone moisture. …”
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Health information technology and optimizing workflow in a teaching hospital by Sajjad Dehghan, Ali Mohamamd Mosadeghrad, Alireza Atashi, Alireza Hajizadeh, Zeinab Khaledian, Maryam Tajvar

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Optimizing Oncolytic Virotherapy for Malignant Glioma: From Bench to Bedside by Jiang W, Tian Y, Gu H, Guan W

“…Despite aggressive treatment strategies such as surgical resection combined with chemoradiotherapy, the median survival for malignant glioma patients remains low, highlighting the urgent need for more effective therapeutic approaches. Oncolytic virotherapy (OVT), a dual-modality approach that combines immunotherapy and biotherapy, has emerged as a promising alternative. …”
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Research on optimization method for excavation sequence of deep chamber groups by ZANG Jincheng, LI Donghao, ZHANG Lu, SUN Lingfeng, HUANG Yubing

“…The weighted total score of Scheme 3 was 11， and the cumulative deformation increment of all chambers was 178 mm， representing a 30.26% reduction in excavation interference compared to the least optimal scheme. The scientific validity of the proposed method was verified.ConclusionsThe study revealed the non-uniformity of chamber deformation and clarified that larger chamber cross-sectional dimensions lead to more pronounced unloading of surrounding rock and greater stress release. …”
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Optimizing the selection of quantitative traits in plant breeding using simulation by Rafael Augusto Vieira, Ana Paula Oliveira Nogueira, Roberto Fritsche-Neto

“…Targeting populations optimizes genetic relationships, further improving accuracy and breeding outcomes. …”
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Optimization of OPM-MEG Layouts with a Limited Number of Sensors by Urban Marhl, Rok Hren, Tilmann Sander, Vojko Jazbinšek

“…Our results show that the first 15 to 20 optimally selected sensors (CC > 0.95, localization error < 1 mm) capture most of the information contained in full-head MFMs. …”
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Differential evolution-optimized gold nanorods for enhanced photothermal conversion by Aimad Koulali, Piotr Radomski, Paweł Ziółkowski, Francesca Petronella, Luciano De Sio, Dariusz Mikielewicz

“…The aspect ratio (AR), defined as the ratio of the diameter to the length of the AuNRs, was a key parameter in the optimization process. The optimization results reveal that for shorter wavelengths, near-spherical AuNRs (AR of 0.71 and 0.75) demonstrate the highest efficiency, while for longer wavelengths, more elongated AuNRs (AR of 0.24 and 0.17) outperform others. …”
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Enhancing Drought Forecast Accuracy Through Informer Model Optimization by Jieru Wei, Wensheng Tang, Pakorn Ditthakit, Jiandong Shang, Hengliang Guo, Bei Zhao, Gang Wu, Yang Guo

“…As droughts become more frequent due to climate change and shifts in land use, enhancing the accuracy of drought prediction is becoming crucial for informed land and water resource management. …”
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Statistics on the Industry Structure of the Russian Economy and its Optimization Model by O. V. Morozov, M. A. Vasiliev

“…Optimization of the scale of industries is the formation of structural conditions for a more efficient functioning of the Russian economy; it can be recognized as a macroeconomic condition and a strategic reserve for the economic growth.…”
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