Optimization of English Online Learning Dictionary System Based on Multiagent Architecture by Ying Wang

“…As a universal language in the world, English has become a necessary language communication tool under the globalization of trade. Intelligent, efficient, and reasonable English language-assisted learning system helps to further improve the English ability of language learners. …”
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Enhancement approaches for photothermal conversion of donor–acceptor conjugated polymer for photothermal therapy: a review by Thi-Thuy Duong Pham, Le Minh Tu Phan, Sungbo Cho, Juhyun Park

“…This is because of their light-harvesting ability, photothermal conversion efficiency, photostability, and favorable biocompatibility. …”
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Enterprise negotiation and communication management system under the guidance of the Internet of Things. by Huijun Chen

“…The multi-agent system is used to study the negotiation problem of virtual enterprises in the context of the Internet of Things (IoT) to strengthen the decision-making ability of enterprises and improve the negotiation efficiency between different enterprises. …”
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A review on the synthesis, characterization, and recent advancements of visible light-activated C-TiO2 nanomaterials for environmental remediation by Liezel L. Estrella-Pajulas, Bethyl Jane I. Gamala

“…The potential of carbon doping in enhancing the photocatalytic activity of TiO2 is attributed to its ability to act as a trapping center and transport channel for electrons which promotes efficient separation of photo-induced electron and hole pairs, ability to act as a sensitizer, and capability to promote an electron coupling effect and create a localized occupied state of TiO2 in order to narrow the bandgap of the photocatalyst. …”
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A Trusted Federated Learning Method Based on Consortium Blockchain by Xiaojun Yin, Xijun Wu, Xinming Zhang

“…However, traditional FL methods face challenges in ensuring trust, security, and efficiency, particularly in heterogeneous environments with varying computational capacities. …”
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Research on online modeling of multiple demonstration trajectories for robots based on composite movement primitives by LI Zhiyong, YAN Bin, HUANG Xiaoping, LIU Changsheng, MA Cunguo, LIU Tundong

“…The demonstration learning algorithm based on improved dynamic motion primitives is efficient in parameter estimation and has the ability of fast multi-trajectory modeling and generalization.…”
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Real-time active cell balancing using QPSO-controlled switched capacitor and transformer methods by S. Ida Evangeline, B. Subashini

“…Abstract The growing demand for high-performance energy storage systems, particularly in electric vehicles and renewable energy applications, has amplified the need for efficient battery management systems. Central to a BMS is the ability to ensure cell voltage uniformity through active cell balancing, which enhances energy utilization, safety, and battery longevity. …”
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Research on Surface Defect Detection of Rare-Earth Magnetic Materials Based on Improved SSD by Bin Zhang, Shuqi Fang, Zhixi Li

“…In order to enhance the detection ability of the model, the high-level semantic information is strengthened by an efficient channel attention mechanism. …”
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Importance of communication and information technology and its applications in the development and integration of performance in seaports by Tarek Mohammed Attia

“…Shipping plays a vital role in today’s economy, with over 90% of the world’s trade carried by sea[1].The efficient transportation of cargoes impact on both consumers and the global economy.…”
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Progress on plant-microorganism combined remediation of organic pollutants by HUANG Junwei, CHUANG Shaochuang, CHEN Kai, LING Wanting, TANG Xiangyu, JIANG Jiandong

“…Examples include that the interaction of alfalfa and soil microbe can greatly reduce the concentration of PCBs in soil, and the inoculation of rhizobium and mycorrhizal fungi enhances the ability of alfalfa to remove PCBs. Regarding the problems raised in the development of bioremediation, the following three aspects should be emphasized in the study of plant-microorganism remediation in the future: 1) Screen selected microbial strains and plant materials to improve the remediation efficiency of microbe and resistance of plants; 2) strengthen the real-time monitoring ability of bioremediation process of organic pollutants, optimize and control the living environment of plants and microorganisms, and improve the efficiency of remediation; 3) improve the degradation efficiency by enhancing the bioavailability of pollutants to strengthen the bioremediation effect.…”
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Advanced retinal disease detection from OCT images using a hybrid squeeze and excitation enhanced model. by Gülcan Gencer, Kerem Gencer

“…<h4>Methods</h4>The model integrates SE blocks with EfficientNetB0 and Xception architectures, which provide high success in image classification tasks. …”
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Causes and Prevention of Emitter Plugging In Microirrigation Systems by D. Z. Haman

“…When managed effectively, microirrigation offers several advantages, including comparable water application uniformity, improved water use efficiency, minimized deep percolation and runoff with proper scheduling, efficient delivery of fertilizers and chemicals through fertigation and chemigation, and the ability to irrigate land too steep for other irrigation methods. …”
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Causes and Prevention of Emitter Plugging In Microirrigation Systems by D. Z. Haman

“…When managed effectively, microirrigation offers several advantages, including comparable water application uniformity, improved water use efficiency, minimized deep percolation and runoff with proper scheduling, efficient delivery of fertilizers and chemicals through fertigation and chemigation, and the ability to irrigate land too steep for other irrigation methods. …”
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Research on multi dimensional feature extraction and recognition of industrial and mining solid waste images based on mask R-CNN and graph convolutional networks by Shuqin Wang, Na Cheng, Yan Hu

“…Abstract Aiming at the problems of traditional methods for multi-dimensional feature extraction of industrial and mining solid waste images, such as single feature extraction, difficult fusion, missing high-order features, weak generalization ability and low computational efficiency, an innovative solution combining Mask R-CNN with Graph Convolutional Networks (GCN) was proposed to achieve automatic, multi-dimensional and efficient feature extraction. …”
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Factors affecting the decisions of tax compliance selection of Vietnamese enterprises: A mega data analysis by To Van Tuan

“…Improving logistics efficiency in countries is a necessary goal in countries to increase their ability to contribute to the economy. …”
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Selection and optimization of a unified protocol for transmitting measurement results in information and measurement systems with adaptive settings by Yu.O. Podchashynskyi, O.S. Ishchenko

“…An analysis of existing data transfer protocols, from outdated to modern ones, was performed, with an emphasis on their ability to ensure efficiency and a high level of integral reliability of measurement information transfer. …”
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In-Season Predictions Using Chlorophyll <i>a</i> Fluorescence for Selecting Agronomic Traits in Maize by Andrija Brkić, Sonja Vila, Domagoj Šimić, Antun Jambrović, Zvonimir Zdunić, Miroslav Salaić, Josip Brkić, Mirna Volenik, Vlatko Galić

“…The model with 10 latent variables showed a higher predictive ability for grain yield (GY) than other models. The efficiency of the indirect selection for GY using biophysical parameters was lower than direct selection efficiency, while the indirect selection efficiency for grain moisture using biophysical parameters was relatively high. …”
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Comprehensive Review on Evaporative Cooling and Desiccant Dehumidification Technologies for Agricultural Greenhouses by Fakhar Abbas, Muhammad Sultan, Muhammad Wakil Shahzad, Muhammad Farooq, Hafiz M. U. Raza, Muhammad Hamid Mahmood, Uzair Sajjad, Zhaoli Zhang

“…The results show that the MEC system effectively reduces the ambient temperature up to the ideal range while maintaining the humidity ratio, and both dehumidification systems effectively reduce the humidity level and improve evaporative cooling efficiency. The integrated systems and hybrid systems have the ability to increase energy efficiency and controlled climatic stability in greenhouses. …”
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Proposal of a Non-Dominant Hand Training Device Utilizing Flexion/Extension Vibration Sensory Feedback Based on Image Sensing by Shuji Saburi, Hajime Nobuhara

“…The utilization of the non-dominant hand contributes to improving the efficiency of hand movements. However, traditional training methods require substantial time to master, making it important to find more efficient ways to improve drawing ability within a limited timeframe. …”
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A Novel Human Action Recognition Model by Grad-CAM Visualization with Multi-level Feature Extraction Using Global Average Pooling with Sequence Modeling by Bidirectional Gated Recu... by Jayamohan Manoharan, Yuvaraj Sivagnanam

“…UCF101 and HMDB51 benchmark datasets evaluated the efficiency of the strategy. The model’s accuracy was 98.13% on UCF101 and 81.45% on HMDB51, which validated the superior discrimination ability of the model in processing heterogeneous human actions. …”
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