Optimal ACL Policy Placement in Hybrid SDN Networks: A Reinforcement Learning Approach by Wajid Ullah Khan, Nadir Shah, Gabriel-Miro Muntean, Haleem Farman, Moustafa M. Nasralla, Shan Ullah, Muhammad Shabir

“…Extensive evaluations using real-world network traces and topologies demonstrate that our approach outperforms existing state-of-the-art methods in terms of efficiency and network performance.…”
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Hybrid feature selection for real-time road surface classification on low-end hardware: A machine learning approach by Cong Ngo Van, Duc-Nghia Tran, Ton That Long, Nguyen Gia Minh Thao, Duc-Tan Tran

“…Accurately classifying road surface conditions is crucial for maintaining road safety and facilitating effective maintenance. Vibration-based methods have proven effective in this field, utilizing vehicle vibration patterns to determine road surface conditions. …”
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Design and Innovative Application of Ship CCUS Technology Under the Requirements of Green Shipping by Niyu Zhang, Xinpeng Wang, Cong Wang, Zhongxiu Peng, Youxiao Chen, Lianhao Liu, Lijie Chen, Jiawei Hu, Wei Wei, Xuesong Li

“…We developed clustered storage units to ensure secure CO₂ storage while maximizing economic efficiency, with optimal deployment determined through parameter optimization. …”
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Impact of recyclability on the tensile and Impact properties of coated plastic materials for the automotive and electronic sectors [version 3; peer review: 1 approved, 2 approved w... by Esteban Paredes Barros, Pablo Alberto Acuña Domínguez, Raquel Ledo Bañobre, Vanessa Ventosinos Louzao, Miguel Ángel De Dios Álvarez, Denise García Murias

“…Mechanical recycling methods showed that the reprocessing cycles have a higher impact on the mechanical performance than the amount of recycling material content. …”
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Deciphering the Phytochemical Potential of Hemp Hairy Roots: A Promising Source of Cannabisins and Triterpenes as Bioactive Compounds by Naomi Kaminsky, Jane Hubert, Cédric Guerin, Malak Mazlani, Alexis Kotland, Victor Pozzobon, Blandine Marant, Héloïse Mailhac, Stéphane Poigny

“…Still, this material is rich in bioactive compounds and demonstrates promising anti-inflammatory, antimicrobial, and antioxidant properties. Biotechnological methods, such as hairy root cultures, enable the efficient production of specialized metabolites while avoiding the issues of outdoors cultures. …”
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Army Air Defence in the Donbas in Spring 1943 (Case of 1257th Army Anti-Aircraft Air Defense Artillery Regiment) by Vyacheslav Terentev

“…The combination of systems historical analysis with chronological and quantitative methods offers an effective way to achieve the stated goals. …”
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Development of Degree-of-Priority Based Control Strategy for Emergency Vehicle Preemption Operation by Jiawen Wang, Wanjing Ma, Xiaoguang Yang

“…A simulation model based on field data was developed, and the performance of the proposed strategy was compared with the conventional local detection based method under the microscopic simulation model. The results validated the efficiency of the proposed strategy in terms of minimizing the delay of emergency vehicles and reducing adverse impacts on normal traffic.…”
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Stochastic Demand-Side Management for Residential Off-Grid PV Systems Considering Battery, Fuel Cell, and PEM Electrolyzer Degradation by Mohamed A. Hendy, Mohamed A. Nayel, Mohamed Abdelrahem

“…The optimization problem was solved using a genetic algorithm (GA), which efficiently explores the solution space to determine the optimal operating schedules and reduce degradation costs. …”
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Hybrid shifted polynomial scheme for the approximate solution of a class of nonlinear partial differential equations by Adewale E. Adenipekun, Adeniyi S. Onanaye, Olawale J. Adeleke, Muideen O. Ogunniran

“…Two instances were examined using the numerical method to determine the method’s efficiency in terms of its reliability, effectiveness, and accuracy. …”
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Optimal Viewpoint Assistance for Cooperative Manipulation Using D-Optimality by Kyosuke Kameyama, Kazuki Horie, Kosuke Sekiyama

“…This study proposes a D-optimality-based viewpoint selection method to improve visual assistance for a manipulator by optimizing camera placement. …”
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Productive wetlands restored for carbon sequestration quickly become net CO2 sinks with site-level factors driving uptake variability. by Alex C Valach, Kuno Kasak, Kyle S Hemes, Tyler L Anthony, Iryna Dronova, Sophie Taddeo, Whendee L Silver, Daphne Szutu, Joseph Verfaillie, Dennis D Baldocchi

“…Vegetation established within two years of re-flooding but followed different trajectories depending on design aspects, such as bathymetry-determined water levels, planting methods, and soil nutrients. …”
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Machine Learning-Based Normal White Blood Cell Multi-Classification Optimization by Taeyeon Gil, Sukjun Lee, Onseok Lee

“…Several studies have employed deep learning (DL) or machine learning (ML) methods; no significant difference in performance between the two methods has been demonstrated. …”
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An intelligent decision-making system for early diagnosis of macular pathology by T. G. Kamenskikh, O. N. Dolinina, I. O. Kolbenev, E. V. Veselova

“…Purpose: to develop a software technology based on artificial intelligence methods aimed at analyzing large volumes of optical coherent tomography (OCT) data in order to identify early symptoms of age-related macular degeneration (AMD) and the transition from dry AMD to neovascular AMD (nAMD).Material and methods. …”
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Thematic Curriculum and Pupils’ Academic Performance: A case study of Kitumba Sub-County, Kabale District. by Bibian, Kemigisha

“…Using interview guide, questionnaire, and observation methods, data was collected from 87 respondents including teachers, head teachers, School stake holders(c/person SMC) and district inspector of schools. …”
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A Comprehensive Review of Sulfide Solid-State Electrolytes: Properties, Synthesis, Applications, and Challenges by Bin Man, Yulong Zeng, Qingrui Liu, Yinwen Chen, Xin Li, Wenjing Luo, Zikang Zhang, Changliang He, Min Jie, Sijie Liu

“…Additionally, we explore preparation methods for sulfide SSEs and analyze their potential applications in next-generation ASSBs. …”
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DTASUnet: a local and global dual transformer with the attention supervision U-network for brain tumor segmentation by Bo Ma, Qian Sun, Ze Ma, Baosheng Li, Qiang Cao, Yungang Wang, Gang Yu

“…These results demonstrate that DTASUnet has utility in assisting clinicians with determining the location of gliomas to facilitate more efficient and accurate brain surgery and diagnosis.…”
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Study of genetic parameters and relationships between agronomic and physiological traits in Kabuli type chickpea genotypes under drought stress by Hadi Afzali, Mehdi Mohayeji, Hassan Farhbakhsh

“…Nowadays, different breeding methods used for improving chickpea drought tolerance such as Marker assisted selection, omics and mutation breeding. …”
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Increasing the appropriate seedling density for higher yield in dry direct-seeded rice sown by a multifunctional seeder after wheat-straw return by Jin-yu TIAN, Shao-ping LI, Shuang CHENG, Qiu-yuan LIU, Lei ZHOU, Yu TAO, Zhi-peng XING, Ya-jie HU, Bao-wei GUO, Hai-yan WEI, Hong-cheng ZHANG

“…However, this method of rice production may produce lower yields in a rice–wheat rotation system because of its poor seedling establishment. …”
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Investigation of the external effects of economic activities in Islamic economy by Rahmani Mohammad Jan, Thabit Seyyed Abdulhamid, Naini Seyyed Hamid Joshghani

“…While, according to the principles of capitalist economy, even the positive external effects must be compensated because if they are not compensated, they will reduce the economic efficiency. The research method in this research is the library and descriptive-analytical method, which has been discussed using various Islamic and economic sources.…”
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Modern aspects of photodynamic therapy of actinic keratoses by I. V. Reshetov, A. S. Fatyanova, Yu. V. Babaeva, M. M. Gafarov, K. V. Ogdanskaya, T. E. Suhova, S. V. Korenev, M. V. Denisenko, Yu. S. Romanko

“…In the review article, we presented the results of our own and foreign studies on the diagnosis and treatment of AK for 2017–2019, namely: we determined the possibilities of using sources with natural and short-wave radiation at different depths of skin lesions; presented a classification of the growth of AK in the basal layer of the epidermis, which increases the possibility of predicting the outcomes of the disease; showed the prevailing efficiency of fluorescent diagnostics compared with traditional diagnostic methods; evaluated the advantages of PDT using natural light and artificial sources of radiation; described the possibility of using a combination of drugs to increase the effectiveness of PDT in difficult to treat areas and in AK foci with a high degree of damage to the basal layer of the epidermis.…”
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