A Symmetric Projection Space and Adversarial Training Framework for Privacy-Preserving Machine Learning with Improved Computational Efficiency by Qianqian Li, Shutian Zhou, Xiangrong Zeng, Jiaqi Shi, Qianye Lin, Chenjia Huang, Yuchen Yue, Yuyao Jiang, Chunli Lv

“…Furthermore, experiments on different hardware platforms (Raspberry Pi, Jetson, and NVIDIA 3080 GPU) show that the proposed method performs well on low-computation devices and exhibits significant advantages on high-performance GPUs, particularly in terms of computational efficiency, demonstrating good scalability and efficiency. …”
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Efficiency of Bacillus subtilis metabolism of sugar alcohols governs its probiotic effect against cariogenic Streptococcus mutans by Danielle Duanis-Assaf, Doron Steinberg, Moshe Shemesh

“…Moreover, growth-curve analysis suggested that B. subtilis is more efficient at early utilising sugar alcohols than S. mutans, as supported by the bacterial metabolic activity rates. …”
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Evaluation of yield and water use efficiency of quinoa under irrigation regimes, gamma aminobutyric acid, and vermicompost application by Mehdi JAMSHIDEYNI, Mohammad Ali BEHDANI, Soheil PARSA, Surur KHORAMDEL

“…A similar trend was also recorded in relation to water use efficiency. Therefore, using 10 mg l-1 of GABA and 5 t ha-1 of V can be effective in alleviating water stress.…”
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Functional outcomes and efficiency of rehabilitation in a national cohort of patients with Guillain-Barré syndrome and other inflammatory polyneuropathies. by Roxana Alexandrescu, Richard John Siegert, Lynne Turner-Stokes

“…<h4>Objectives</h4>To describe functional outcomes, care needs and cost-efficiency of hospital rehabilitation for a UK cohort of inpatients with complex rehabilitation needs arising from inflammatory polyneuropathies.…”
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Analysis of Efficiency upon Enhancing the Fuel Combustion Completeness in the GTU Burners Using Fuel Gas Heating up by Pekov A.P., Bachev N.L., Shilova A.A., Matyunin O.O., Betinskaya O.A.

“…One main characteristic of the gas turbine unit (GTU) burner is its fuel combustion completeness, which affects directly the efficiency of the power plant along with CO and unburnt hydrocarbons CnHm emissions. …”
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A Computationally Efficient Model Predictive Control Energy Management Strategy for Hybrid Vehicles Considering Driving Style by Yalian Yang, Yuqi Chen, Changdong Liu

“…In this study, a computationally efficient energy management strategy for model predictive control for hybrid vehicles considering the driving style is proposed. …”
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Optimized cesarean techniques, IVF use, and foster strain selection enhance germ-free mouse production efficiency by Yuting Yang, Weimin He, Jingqiang Li, Jinhui Wang, Yuyan Tang, Haitao Shang

“…Abstract This study aims to refine sterile cesarean section techniques, in vitro fertilization (IVF) and foster mother selection strategies to enhance the efficiency of germ-free (GF) mouse production. We conducted the following analyses: (1) comparing different cesarean section methods, (2) evaluating the impact of natural mating versus in vitro fertilization (IVF) for obtaining donor mice, and (3) assessing maternal care among three inbred strains (C57BL/6J, BALB/c, NSG) and one outbred strain (KM) as GF foster mothers. …”
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An Efficient Mutual Authentication and Fractional Lyrebird Optimization With Deep Learning–Based SIP-Based DRDoS Attack Detection by V. Sreenivasulu, C. V. Ravikumar

“…Here, the authentication process is carried out under different phases based on various mathematical model functionalities. …”
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Efficient Task Scheduling in Cloud Computing: A Multiobjective Strategy Using Horse Herd–Squirrel Search Algorithm by V. Parthasaradi, A. Karunamurthy, C. H. Hussaian Basha, S. Senthilkumar

“…The developed HO–SSA assists in introducing a multiobjective optimization for efficiently handling task scheduling issues in the cloud sector. …”
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RETRACTED: Non-linear research on artificial intelligence empowering green economic efficiency under integrated governance framework by Zhichun Song, Yao Deng

“…This paper examines the impact of artificial intelligence (AI) on green economic efficiency (GEE) using panel data from 30 provinces in China spanning 2011–2020. …”
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CD49f is an efficient marker of monolayer- and spheroid colony-forming cells of the benign and malignant human prostate. by Hidekazu Yamamoto, John R Masters, Prokar Dasgupta, Ashish Chandra, Rick Popert, Alex Freeman, Aamir Ahmed

“…CD49f+, CD44+, and CD133+ subpopulations differed significantly in their ability to select benign CFCs. …”
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A Lightweight and Efficient Plant Disease Detection Method Integrating Knowledge Distillation and Dual-Scale Weighted Convolutions by Xiong Yang, Hao Wang, Qi Zhou, Lei Lu, Lijuan Zhang, Changming Sun, Guilu Wu

“…This study introduces an improved YOLOv10n model named WD-YOLO (Weighted and Double-scale YOLO), an advanced architecture for efficient plant disease detection. The PlantDoc dataset was initially enhanced using data augmentation techniques. …”
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Impacts and implications of agronomic efficiency on rice and maize productivity among small-scale farmers in Chiang Mai, Thailand by Qinbin Yu, Thi Phuoc Lai Nguyen, Rajendra P. Shrestha, Vilas Nitivattananon

“…The study emphasizes how the efficiency of maize and rice is impacted differently by inputs and social factors. …”
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H2O2 alleviates salt stress effects on photochemical efficiency and photosynthetic pigments of cotton genotypes by Luana L. de S. A. Veloso, Carlos A. V. de Azevedo, Reginaldo G. Nobre, Geovani S. de Lima, Jessica D. Capitulino, Francisco de A. da Silva

“…ABSTRACT The objective of this study was to evaluate the quantum yield and concentrations of photosynthetic pigments of naturally colored cotton genotypes under irrigation with waters of different electrical conductivities and foliar applications of hydrogen peroxide. …”
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DMM-YOLO: A high efficiency soil fauna detection model based on an adaptive dynamic shuffle mechanism by Jiehui Ke, Renbo Luo, Guoliang Xu, Yuna Tan, Zhifeng Wu, Liufeng Xiao

“…First, a dynamic local shuffle module (DLSConv) is proposed, which utilizes convolutions and adaptive shuffling, effectively enhancing information interaction and feature richness. Additionally, different efficient modules with multi-branch fusion structures, integrating DLSConv, are adopted for the Backbone and Neck to enhance feature extraction and fusion, while optimizing the feature maps fed into the detection head, thereby improving the network’s ability to extract features and detect targets. …”
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Phosphorus Placement Effects on Phosphorous Recovery Efficiency and Grain Yield of Wheat under No-Tillage in the Humid Pampas of Argentina by Pablo Andrés Barbieri, Hernán René Sainz Rozas, Fernanda Covacevich, Hernán Eduardo Echeverría

“…Highest AMC in P broadcasted treatments could help to explain the lack of differences between placement methods. These results indicate that Mollisol have low P retention capacity. …”
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Assessment of the Safety and Efficiency of a Preperitoneal Continuous Infusion Using Bupivacaine after Abdominal Laparotomy in Digestive Carcinology by Hayat Ben-Saghroune, Mohammed Abdessadek, Sanae Achour, Youssef Kfal, Abderrahim El Bouazzaoui, Nabil Kanjaa, Hicham Sbai

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Pharmacoeconomic analysis of clinical efficiency of combined metformin (Siofor) - insulin therapy in patients with type 2 diabetes mellitus by I Yu Demidova, T V Gorokhova, Yu B Belousov, D Yu Belousov

“…Cost-effectiveness analysis of different therapeutic regimes was performed. Results. …”
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A METHODOLOGY FOR ASSESSMENT THE EFFICIENCY OF WAGE SYSTEM IN PUBLIC (MUNICIPAL) ESTABLISHMENTS: THE FIRST TESTING RESULTS IN THE SOCIAL SPHERE by N. Volgin, I. Demidov

“…The investigation was done as exemplified by thirty-two budgetary institutions from different regions of the Russian Federation, assigning them to effective, very effective, ineffective, very ineffective is made against the criteria defined through the expert way corrected to the compensating performance ratio of payment (PRP), on the basis of calculating the indicators of wage system efficiency and official statistic data. …”
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Leveraging Low-Rank Adaptation for Parameter-Efficient Fine-Tuning in Multi-Speaker Adaptive Text-to-Speech Synthesis by Changi Hong, Jung Hyuk Lee, Hong Kook Kim

“…The performance of the fine-tuned TTS models with different combinations of fine-tuning modules is evaluated using the Libri-TTS-100, VCTK, and Common Voice datasets, as well as a Korean multi-speaker dataset. …”
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