Application research on classification and integration model of innovation and entrepreneurship education resources based on GNN-PSO algorithm by Yongjian Dong

“…Regarding resource integration efficiency, the processing time of the GNN-PSO model is shortened by 40 %, which significantly improves the management efficiency of educational resources. …”
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Recent Advances in Phytoremediation of Hazardous Substances using Plants: A Tool for Soil Reclamation and Sustainability by Meena, Sanjay Kumar Tyagi, Piyush Kumar, Nelofar Tanveer, Neeraj Pandey, Yatender Rajput

“…Different plant species and their suitability for phytoremediation are reviewed, considering factors such as metal tolerance, biomass production, and pollutant uptake efficiency. In addition, the role of soil amendments and their impact on improving phytoremediation efficiency is critically evaluated. …”
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Techno-functional, physicochemical and thermal characteristics of black chickpeas aquafaba under ultrasound pre-processing by Fatemeh Roosta, Abdollah Hematian Sourki

“…Under these optimized conditions, the results yielded the highest values so that extraction efficiency, protein content, density, dry matter, foaming ability, and foam stability were 212.07 %, 3546.7 mg/kg, 1.038 g/mL, 4.76 %, 243.57 %, and 44.50 % respectively. …”
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Green fabricated zinc oxide nanoformulated media enhanced callus induction and regeneration dynamics of Panicum virgatum L. by Saima Shafique, Nyla Jabeen, Khawaja Shafique Ahmad, Samra Irum, Sadaf Anwaar, Naeem Ahmad, Sadia Alam, Muhammad Ilyas, Talha Farooq Khan, Syed Zaheer Hussain

“…The current study focuses on the usage of bio synthesized zinc oxide nanoparticles to increase the tissue culture efficiency of important forage grass Panicum virgatum. …”
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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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Dentinal Changes Caused by in-Office Management of Dentinal Hypersensitivity Using Silver Diamine Fluoride + Potassium Iodide, Laser and Iontophoresis: An Ex-Vivo Study by Nair Nidhi, Jothi Varghese, Vinayak Kamath

“…Conclusion: The Laser and Riva Star groups presented superior efficiency in dentinal tubule occlusion ability.…”
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ASSESSMENT OF THE LEVEL OF DEVELOPMENT OF THE ECONOMY AND INDUSTRY USING THE CRITERION OF ECONOMIC LEVEL OF TECHNOLOGIES by A. G. Zhivotovskaia

“…A higher value of ELT is associated with greater economic and technological efficiency of the system, so it can be used as an indicator of the quality of the system. …”
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Overview of Key Technologies of Transmission in Massive MIMO System by Xi Yang, Shi Jin

“…With the rise of the internet of things and rapid development of the mobile internet business，higher data rate of service is demanded. Due to the ability of fully exploiting the spatial degree of freedom and obtaining good energy efficiency while improving spectral efficiency，massive MIMO has attracted wide attention worldwide. …”
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A discovery strategy for APT anomaly based on homologous behavior analysis by Yihan YU, Yu FU, Xiaoping WU, Hongcheng LI

“…As APT（advanced persistent threat）attacks are increasingly frequently,higher requirements for the detection of APT attacks were proposed.It was an effective method to early discover the attack behavior of APT based on homologous behavior analysis.Aiming at the problem of low efficiency of data authentication caused by excessive data,the historical behavior database with data label technology was established and the database was stored in the cloud.Relying on the Hadoop platform and the aggregate computing ability of MapReduce and the pseudorandom permutation technique,the whole traffic parallel detection of the network was realized.In order to determine whether there was a APT attack behavior,the detection of APT attacks was implemented by comparing the data labels in the database.Test results show that the proposed method can detect the abnormal behavior of APT from the network as soon as possibleand improve the efficiency of the whole data flow detection.…”
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Impact of an improved random forest-based financial management model on the effectiveness of corporate sustainability decisions by Jianhui Zhang

“…The results show that after the improvement of synthetic minority oversampling technique, the stochastic forest model can effectively improve the recognition and early warning ability of enterprises’ financial distress, and is conducive to maintaining good operating efficiency and sustainable operation of enterprises. …”
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STRATEGIC MANAGEMENT OF THE ECONOMIC SUSTAINABILITY OF A COMPANY IN THE PARADIGM OF FUZZY LOGIC by Yu. A. Malyukov, A. O. Nedosekin, Z. I. Abdoulaeva

“…The article describes the method of managing economic resilience in three-dimensional spaces: ‘stability – efficiency’, ‘risk – efficiency’, and ‘chance – efficiency’. …”
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Scriptaid Improves Cashmere Goat Embryo Reprogramming by Affecting Donor Cell Pluripotency Molecule NANOG Expression by Xiaoshu Zhe, Hairui Ma, Wenqi Zhang, Rui Ding, Fei Hao, Yuan Gao, Gumara Uri, Gellegen Jiri, Garangtu Jiri, Dongjun Liu

“…Using histone deacetylase inhibitor (HDACi) to artificially alter the epigenetic modifications of donor cells and improve the reprogramming ability of reconstructed embryos is effective in improving nuclear transfer efficiency. …”
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Mechanistic study of the immune defense function of the CRISPR1-Cas system in Enterococcus faecalis by Shuan Tao, Yewei Fang, Lin Zheng, He Zhang, Yao Xu, Wei Liang

“…In the wild-type strain, the transformation efficiency of plasmids pAT28-S1-S9 containing protospacers and PAM sites decreased (p < 0.05). …”
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Natural Deep Eutectic Solvents as Alternative Flavonoid Extractants from the Sedative Plant Composition by M. A. Dzhavakhyan, Yu. E. Prozhogina, O. K. Pavelieva, E. I. Kalenikova

“…The maximum yield of flavonoids was achieved using a 40 % aqueous solution of DES based on betaine hydrochloride and propylene glycol in a molar ratio of 1 : 3 at 60 °C.Conclusion. The recovery ability of the obtained DES is comparable in efficiency and even slightly exceeds that of the classic extractant for the investigated composition – 70 % ethyl alcohol. …”
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Does renewable energy reduce energy intensity? A matter of income inequality by Rongrong Li, Zhuang Yang, Qiang Wang

“…In high-income economies, greater financial resources enable more widespread adoption of renewable energy, mitigating the adverse effects of income inequality on energy efficiency. By contrast, in middle-income countries, severe income disparities erode the ability of renewable energy to contribute meaningfully to reducing energy intensity. …”
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Application of multi-beam line model based on computational geometry by Yuting Zhang, Zaibin Chang, Yaqin Qiao, Wenjuan Liu

“…Although there have been remarkable technological advancements, multibeam bathymetric systems still face challenges such as computational load and model generalization ability. This research aims to optimize the layout of measuring lines, reduce operational costs, and improve data processing efficiency through a combination of mathematical modeling and computer programming. …”
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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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Distance aware route algorithm for cloud computing based on CAN by HAN Zhi-jie1, HUANG Liu-sheng1, WANG Ru-chuan2, SUN Li-juan2, SHENG Ming1

“…Based on the traditional CRP mechanism,a new mechanism called M-CRP which is more adapt to the cloud computer mechanism was advanced.Based on traditional CAN,a new mechanism called M-CRP-CAN which make full use of M-CRP and make not only the CAN framework structure award of the physical location of nodes was advanced,but also the routing mechanism give more thought about the physical topology.The self-adaption can make the M-CRP-CAN has more ability to change according to the net status.In network simulation platform,the experimental results show that M-CRP’s performance is better than CRP in aspect of efficiency and precision.This M-CRP improves CRP from aspect of efficiency,precision and performance with multi-level mechanism,which make the node in cloud,has more perception to the underlying topology.In the meantime the M-CRP-CAN with M-CRP approach has realized localization download and greatly raised the data transfer rate,reduced the cross-traffic in backbone network and improve the network performance therefore enhance cloud computing system efficiency.…”
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Resource allocation strategies for improved mayfly algorithm in cognitive heterogeneous cellular network by Damin ZHANG, Yi WANG, Chengcheng ZOU, Peiwen ZHAO, Linna ZHANG

“…Aiming at the optimization of uplink resource allocation in cognitive heterogeneous cellular networks, a resource allocation algorithm based on improved discrete mayfly algorithm was proposed.In the cognitive heterogeneous cellular network model, the power control strategy was introduced to control the interference suppression of transmitted power, and the improved discrete mayfly algorithm was used to optimize and solve the optimal distribution scheme based on the user’s quality of service (QoS) requirements and interference threshold constraints to maximize the energy efficiency (EE).In order to improve the convergence rate and search ability of the mayfly algorithm, the dynamic adaptive weights of incomplete Gamma and Beta distribution functions and the golden sine position updating strategy were introduced.The simulation results show that the closed-loop power control based on SINR can dynamically adjust the transmitting power of users and effectively restrain the interference between users.The GSWBMA has good optimization efficiency and convergence performance to solve the resource allocation problem, effectively improve the energy efficiency of the system and the transmission rate of users, and ensure the QoS requirements of users.…”
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