Efficient Attention Transformer Network With Self-Similarity Feature Enhancement for Hyperspectral Image Classification by Yuyang Wang, Zhenqiu Shu, Zhengtao Yu

“…To mitigate these issues, in this article, we introduce an efficient deep network, named efficient attention transformer network (EATN), for practice HSIC tasks. …”
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Efficiency of <i>Verbascum densiflorum</i> Bertol. bioregulators in stimulation of vegetable growth and development by A. D. Borovskaya, N. E. Mashchenko, R. A. Ivanova, A. V. Gumanyuk

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Scalable and Sustainable Blockchain: Architecting Infrastructure and Developing a Platform for Efficient Management and Exploration by Pedro Silva, Tiago Guimaraes, Ricardo Duarte, Manuel Filipe Santos

“…The ability to be as lightweight as possible, while being able to quickly expand the infrastructure and seamlessly integrate new functionalities, maintaining operational efficiency. …”
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Enhancing Supply Chain Efficiency Resilience Using Predictive Analytics and Computational Intelligence Techniques by Lixing Bo, Jie Xu

“…Transformer models are used for predicting demand, leveraging their ability to capture complex patterns in time-series data. …”
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Synthesis and electrocatalytic performance of Cu-Pb/RGO composite for efficient CO₂ reduction to methanol by Golnoush Gerami Nezhad, Hossein Esfandian, Mohammad Soleimani Lashkenari

“…The escalating concentration of atmospheric CO₂ highlights the urgent need for efficient electrocatalysts to facilitate carbon dioxide reduction reactions (CO₂RR). …”
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Multi‐scale feature extraction for energy‐efficient object detection in remote sensing images by Di Wu, Hongning Liu, Jiawei Xu, Fei Xie

“…Deep learning methods, especially one‐stage detectors, for example, the Real‐Time Object Detector (RTMDet) offers advanced solutions with efficient network architectures. Nevertheless, difficulty in feature extraction from complex backgrounds and target localisation in scale variations images limits detection accuracy. …”
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Energy efficient multi hop clustering using Artificial Bee Colony metaheuristic in WSN by Shiwei Zhang, Xinghan Liu, Mohammad Trik

“…Abstract Wireless sensor networks (WSNs) have garnered considerable interest for their ability to gather and transmit data in applications including environmental monitoring, industrial automation, and military surveillance. …”
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An Energy-Efficient Battery Monitoring and Logging System for Agricultural Robotics with CAN Bus Integration by Soosaar Guido, Lillerand Tormi

“…This article presents the design, implementation, and evaluation of a lightweight, energy-efficient battery monitoring and logging system tailored for agricultural robotics. …”
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InLeR: A Vehicle-Mounted IoT Solution for Efficient Streetlight Monitoring by Syed Salman Alam, Najam Us Saqib, Arshad Khan, Waqas Bukhari, Riad Souissi

“…InLer operates as an autonomous IoT device with on-edge processing, leveraging strategically placed sensors to capture light intensity in both vertical and horizontal planes. Its ability to measure light intensity at large scale continuous monitoring in three directions simultaneously within a single sampling cycle significantly enhances operational efficiency. …”
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Robust MXene aerogel assisted by cellulose nanofiber for efficient crude oil spill remediation by Shuwei Tang, Lansheng Wei, Zhengguo Wu, Jiayao Weng, Jiwen Luo, Xiaoying Wang

“…Efficient cleanup of crude oil continues to be a global challenge owing to its inherent high viscosity, which makes it difficult to remove with conventional porous adsorbents. …”
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AG-Yolo: Attention-Guided Yolo for Efficient Remote Sensing Oriented Object Detection by Xiaofeng Wang, Chengshan Han, Liang Huang, Ting Nie, Xin Liu, Hao Liu, Mingxuan Li

“…Remote sensing can efficiently acquire information and is widely used in many areas. …”
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An efficient and optimized protocol for tall fescue tissue culture and Agrobacterium-mediated genetic transformation by Hamid Reza Hosseini, Hassan Salehi, Morteza Khosh-Khui, Mehrangiz Chehrazi

“…Therefore, optimization of an efficient in vitro culture and transformation method to create optimal traits and tolerance against stresses as a major problem, is essential. …”
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Evaluation of demulsifiers efficiency for coal tar dehydration according to the value of its viscosity reduction by L. P. Bannikov, D. V. Miroshnichenko, O. L. Borisenko, A. L. Bannikov

“… For the first time, the relationship between the efficiency of dehydration and the value of reducing the viscosity of the coal tar by adding demulsifier has been studied for “water in tar” emulsions. …”
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Reinforcement Learning-Driven Secrecy Energy Efficiency Maximization in RIS-Enabled Communication Systems by Akram Y. Sarhan, Osamah A. Abdullah, Hayder Al-Hraishawi, Faisal S. Alsubaei

“…Reconfigurable intelligent surfaces (RISs) are becoming an innovative technology for sixth-generation (6G) wireless networks, providing improved coverage and spectral efficiency. Nonetheless, incorporating RIS into 6G systems brings forth considerable security challenges, especially given the potential for multiple eavesdroppers. …”
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Microservices-Driven Automation in Full-Stack Development: Bridging Efficiency and Innovation With FSMicroGenerator by Samira Khalfaoui, Hafida Khalfaoui, Abdellah Azmani

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Addressing challenges in deposition efficiency and material compatibility in low-pressure cold spray systems by Rizaldy Hakim Ash Shiddieqy, Alief Wikarta, Agus Sigit Pramono, Suwarno, Yohanes, Jung-Ting Tsai

“…Despite these benefits, LPCS faces critical challenges, particularly in achieving high deposition efficiency, ensuring compatibility with brittle and soft substrates, and maintaining operational stability in diverse environments. …”
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YOLO-ACE: Enhancing YOLO with Augmented Contextual Efficiency for Precision Cotton Weed Detection by Qi Zhou, Huicheng Li, Zhiling Cai, Yiwen Zhong, Fenglin Zhong, Xiaoyu Lin, Lijin Wang

“…Additionally, we tested the model’s transferability and generalization across different crops and environments using the CropWeed dataset, where it achieved a competitive mAP@0.5 of 84.3%, further showcasing its robust ability to adapt to diverse conditions. These results confirm that YOLO-ACE combines precise detection with parameter efficiency, meeting the exacting demands of modern cotton weed management.…”
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Efficient Non-Viral Integration and Stable Gene Expression in Multipotent Adult Progenitor Cells by Andrew Wilber, Fernando Ulloa Montoya, Luke Hammer, Branden S. Moriarity, Aron M. Geurts, David A. Largaespada, Catherine M. Verfaillie, R. Scott McIvor, Uma Lakshmipathy

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An Efficient Methodology for the Categorization of Software Requirements Using Natural Language Processing and Similarity Analysis by Rahat Izhar, Kenneth Cosh, Lachana Ramingwon, Sakgasit Ramingwong, Shahid N. Bhatti

“…The proposed model demonstrated superior capability to categorize a broad spectrum of software requirements accurately, outperforming existing traditional methodologies in terms of adaptability and efficiency. It showed significant improvements over traditional classification methods, particularly in its ability to dynamically adapt to new and evolving requirements. …”
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Transpiration efficiency in the major races of Ethiopian sorghum: unraveling genetic variation for drought adaptation by Abel Debebe Mitiku, Tileye Feyissa, Alemu Tirfessa Woldetensaye, Habte Nida Chikssa, Temesgen Matiwos Menamo, Tewodros Mesfin Abebe, Kassahun Bante

“…One such trait is transpiration efficiency (TE), which reflects a plant’s ability to use water efficiently. …”
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