Edge computing based english translation model using fuzzy semantic optimal control technique. by Na Wang

“…In addition to simple word-level comparison, it permits a more complex grasp of the semantic link. Reinforcement Learning (RL) and Proximal Policy Optimisation (PPO) techniques are implemented as optimal control techniques to optimize the translation procedures and enhance the quality and precision of generated translations. …”
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A pilot study of short-duration sputum pretreatment procedures for optimizing smear microscopy for tuberculosis. by Peter Daley, Joy Sarojini Michael, Kalaiselvan S, Asha Latha, Dilip Mathai, K R John, Madhukar Pai

“…When compared to combined culture, pretreated smears were not more sensitive than direct smears (66.6% vs 61.1 (ZN) or 72.2 (auramine)), and were not more specific (92.3% vs 93.0 (ZN) or 97.2 (auramine).…”
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OPTIMIZING FUEL CELL MEMBRANE EFFICIENCY THROUGH COMPARATIVE THERMAL ANALYSIS OF HYDROGEN FUEL VARIANTS by Jawad Ahmed, Imdad Ali, Sudheer Hussain, Abdul Latif, Qadir Baksh, Waqar Ahmed, Muhammad Ahmed

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Optimal parameter schemes for global and regional gross primary productivity estimation: a comparative analysis by Yuyu Li, Xiaobin Guan, Shen Huanfeng

“…However, for regional applications, such as the Mediterranean region, the VP scheme is preferable to the FP scheme, with an improved ΔR2 of more than 0.05, which is because the vegetation within the same type is much more similar than at a global scale. …”
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Optimized Case Finding of tuberculosis among key populations in Ukraine. A follow up study by Masiuk Liliia, Evgenia Geliukh, Zahedul Islam, Hayk Davtyan

“…OCF was proven to be 5.8 times more effective than the standard active case finding using household surveys and 106 times more effective than passive case finding in the general public. …”
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Determination of an Optimal Concentration of GM-CSF for Improving Oocyte In vitro Maturation in a Mouse Model by Anmol Saini, Nicole O. McPherson, Mark B. Nottle

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Cost–benefit analysis and design optimization of wind propulsion systems for a Tanker retrofit case by M. Reche-Vilanova, H.B. Bingham, M. Fluck, D. Morris, H.N. Psaraftis

“…Optimization of WPS configurations proves crucial, with non-optimized configurations exhibiting payback periods over 150% higher than optimized ones. …”
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Optimal Capacity Configuration of Residential Solar-Hydrogen Coupling Energy System with Hydrogen Vehicle Load by Zhenlan DOU, Chunyan ZHANG, Huirong ZHAO, Yuqi YAO, Daogang PENG

“…It turns out that the residential energy supply system with hydrogen energy vehicle load will demonstrate more economic advantages if the hydrogen equipment price is reduced by more than 60%.…”
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An Optimality-Theoretic Analysis of Some Phonological Errors Produced by Saudi Female Learners of the English Language by Анхар Ассунітан

“…In addition, Saudi English learners tend to add a glottal stop to non-onset syllables and insert a vowel to break clusters of three or more obstruent consonants. This finding is due to the fact that their native language is an onset language and lacks clusters of three or more obstruent consonants. …”
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Accurate and real-time brain tumour detection and classification using optimized YOLOv5 architecture by M. Saranya, R. Praveena

“…Thus, the analysis proves that the suggested approach has more accuracy than the existing system with 98.80% average accuracy in the identification and categorization of brain tumour. …”
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Evaluating the Efficiency of Gray Wolf Optimization and Colonial Competition Algorithm in Load Balancing of Distributed Systems by Asghar Molaei-Yeznabad, Amirhossein Dehghani

“…The CCA algorithm with 83% and the First-best Algorithm (FF) algorithm with 78.4% have shown a large divergence from the ideal state and have consumed more resources, which is not desirable. It achieves near-optimal allocations with fewer resources, even when dealing with large-scale datasets. …”
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Structural Topology Optimization for Frequency Response Problems Using Adaptive Second-Order Arnoldi Method by Yongxin Qu, Yonghui Zhou, Yunfeng Luo

“…However, for a wide frequency band, more expansion points are needed to obtain the required accuracy. …”
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Optimization of Fusion Method for GF-2 Satellite Remote Sensing Images based on the Classification Effect by Jintong Ren, Wunian Yang, Xin Yang, Xiaoyu Deng, He Zhao, Fang Wang, Lei Wang

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Influence of heavy oil components and optimal magnetic nanocatalysts on the heavy oil upgrading by microwave-assisted by Parya Torkaman, Ramin Karimzadeh, Arezou Jafari

“…In addition, changes in the functional group indices were examined under suitable conditions, revealing that the O1 oil sample, containing more polar compounds like asphaltene, underwent a greater impact from the process and underwent more upgrading compared to the O2 oil sample. …”
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Optimizing Sentiment Analysis of Digital Wayang Viewer Comments using SMOTE and the Naïve Bayes Algorithm by mawar hardiyanti, Maria Karmelia Fajarlestari

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Low-temperature Heating Performance and Optimization of Electric Vehicle Heat Pump Air-conditioning System by Li Wanyong, Liu Yusheng, Shi Junye, Chen Jiangping, Guo Zhenjun, Wang Dajian

“…The discharge temperature of the R1234yf heat pump system is 5.3 ℃lower than that of R134a, which could make the system more stable and reliable. The exergy loss of the inner condenser and compressor accounts for more than 80% of the total exergy loss of the system, which is the key optimization parameter for heat pump air conditioning. …”
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A landslide susceptibility assessment method using SBAS-InSAR to optimize Bayesian network by Xinyu Gao, Bo Wang, Wen Dai, Yuanmin Liu, Yuanmin Liu

“…The deformation factor calculated by SBAS-InSAR is then incorporated into the BN model. The optimized Bayesian network (OPT-BN) outperformed the unoptimized version (ORI-BN) in accuracy, and the landslide susceptibility mapping was more reasonable. …”
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Optimal Configuration of Multi-microgrid System with Multi-agent Joint Investment Based on Stackelberg Game by Ruiyuan PAN, Zhong TANG, Chenhao SHI, Minjie WEI, An LI, Weiyang DAI

“…With more and more microgrids operate in coordination, the process of power interaction between microgrids and between microgrids and distribution networks has become increasingly complicated, which also affects the investment interests of microgrid and distribution network operators. …”
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Defining essential surgical skills and optimizing simulation training modalities for anterior cervical discectomy and fusion by Bohong Cai, Xilin Cheng, Xi Lyu, Hanhan Wu, Xue Leng, Sihang Li, Baixiang Chen, Qi Yao, Jie Hao, Menghong Xia, Wei Jiang

“…ACDF training is time-consuming and potentially detrimental to the quality of patient care, thus it is important to clarify the essential skills and optimal training methods for ACDF. The findings of this study will help medical educators and researchers develop more effective training programs for ACDF. …”
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OPTIMIZING HEART ATTACK DIAGNOSIS USING RANDOM FOREST WITH BAT ALGORITHM AND GREEDY CROSSOVER TECHNIQUE by Safrizal Ardana Ardiyansa, Natasha Clarissa Maharani, Syaiful Anam, Eric Julianto

“…As such, this model makes diagnosing heart attack more convenient and effective because it does not require too much medical features or patient data. …”
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