Cost-effectiveness of colorectal cancer screening under different scenarios of colonoscopy adherence: a microsimulation study by Juan Yang, Chen Yang, Wanghong Xu, Yongbing Xiang, Min Hu, Yuting Tan, Weimiao Wu, Kai Gu, Qiuming Shen

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Sentiment analysis using long short term memory and amended dwarf mongoose optimization algorithm by Haisheng Deng, Ahmed Alkhayyat

“…To enhance the performance long short-term memory (LSTM), the model was optimized using the amended dwarf mongoose optimization (ADMO) algorithm, leading to improvements in the hyperparameters. …”
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Comparative study of whale optimization algorithm and flower pollination algorithm to solve workers assignment problem by Huthaifa Al-Khazraji

“…The Workers Assignment Problem (WAP) is considered as a sub-class of RAP which aims to find an optimal assignment of workers to a number of tasks in order to optimize certain objectives. …”
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Optimization of Allocation and Launch Conditions of Multiple Missiles for Three-Dimensional Collaborative Interception of Ballistic Targets by Burak Yuksek, N. Kemal Ure

“…We verify the algorithm by performing extensive Monte-Carlo simulations on different interception scenarios and show that the developed approach yields significantly less average miss distance and more efficient use of resources compared to alternative methods.…”
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Multidimensional assessment of the spatiotemporal evolution, driving mechanisms, and future predictions of urban heat islands in Jinan, China by Lingye Tan, Tiong Lee Kong Robert, Yan Zhang, Siyi Huang, Ziyang Zhang

“…Key findings include: (1) a significant northward shift in the LST centroid and a 26.64% expansion in high-temperature areas, with noticeable cooling effects in the city center. (2) A nonlinear relationship between LST and socioeconomic factors, particularly GDP, where cooling effects were observed when GDP exceeded 10,000 yuan/km2. (3) Synergistic interactions, especially between topographic factors (such as the Digital Elevation Model, DEM) and land-use indices (e.g., normalized difference built-up index, NDBI; normalized difference vegetation index, NDVI), were found to significantly influence LST variations. (4) The Oscillating Sequence Grey Model (OSGM), optimized for handling oscillating data sequences, demonstrated superior predictive accuracy, projecting a 20.72% increase in extreme high-temperature zones and a 40.61% reduction in moderate-high-temperature zones by 2047. …”
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The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports. by Guomei Cui, Chuanjun Wang

“…This study aims to solve the problems of insufficient accuracy and low efficiency of the existing methods in sprint pattern recognition to optimize the training and competition strategies of athletes. …”
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A Comprehensive Survey of Cutting-Edge Methods for Software Architecture Evaluation by Amna Sajid, Muhammad Waqas Arshad

“…One of the main focuses of these evaluation techniques is scenario-based assessments, which offer a comprehensive picture of the software's behavior under different circumstances. Within the scope of this study, a thorough analysis is carried out on eighteen different methods. …”
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Design Approaches and Measuring Methods of Self-shading Buildings: Comprehensive Analyses by Sara Hamed, Shawkat Elkady, Amr Youssef

“…In addition, the future directions for different applications in this field have been conducted, highlighting potential avenues for further exploration and optimization.…”
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Low-cost Coupon design based on PCIe Gen5 signal by Liu Tao, Zong Yanyan, Wang Qianhui, Qin Yuqian, Tian Minzheng, Yu Huaguo

“…The test fixture is also optimized which can also improve data stability. Experimental results show that the Coupon design method proposed in this paper not only takes up less space than traditional methods, but also has higher data stability. …”
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A Miniaturized Percoll Gradient Method for Isolation of Quiescent Cells of Yeast by Cenxuan Zu, Jia Dong, Yue Zhang, Yao Zhang, Zongzheng Huang, Shaolan Zou

“…Yeast quiescent cells are reported to be isolated by the continuous linear Percoll gradient method and identified by combining different features such as cell cycle, heat resistance, and cell morphology (single cell). …”
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Simulation Analysis and Structure Optimization of Cooling System for Energy Storage Lithium-Ion Battery Pack by Zhoubin LIU, Tao ZHU, Wei JIANG, Xiaobo ZHANG, Jionggeng WANG, Qianqian GUAN, Qiushi ZHANG, Qingliang ZHAO

“…This article is based on the STAR-CCM+platform to optimize the structure of energy storage battery packs with different cooling methods. …”
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Leveraging Transfer Learning in Deep Reinforcement Learning for Solving Combinatorial Optimization Problems Under Uncertainty by Fatima Ezzahra Achamrah

“…In recent years, addressing the inherent uncertainties within Combinatorial Optimization Problems (COPs) reveals the limitations of traditional optimization methods. …”
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Land optimization using two rice-fish planting patterns for environmental benefits and farmer welfare by D. Yadi Heryadi, Muhammad Rafiek, Muhammad Zaini, Ristina Siti Sundari, Tenten Tedjaningsih, Sarmidi Sarmidi

“…One of the ways to optimize the potential of land to increase the income of lowland rice farmers is to engineer land from a monoculture system to a diversified rice-fish cultivation system. …”
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A VIKOR-Based Sequential Three-Way Classification Ranking Method by Wentao Xu, Jin Qian, Yueyang Wu, Shaowei Yan, Yongting Ni, Guangjin Yang

“…The alternative is divided into decision domains through sequential three-way decisions, sorted according to the collation rules in the same decision domain, and the final sorting results are obtained according to the collation rules in different decision domains. Finally, the effectiveness and correctness of the proposed method are verified by a project investment example, and the results are compared and evaluated. …”
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A coordinated optimization model for analysis of electric vehicle acceptance capacity considering compensation units by Sheng Chen, Honglue Zhang, Zhiqi Chen, Shousong Li, Tongfu Fu, Yunyun Sui

“…However, without careful consideration of optimal site selection and capacity planning, the integration of EV charging loads may induce significant overcapacity and voltage fluctuating issues.MethodsThis paper presents a coordinated optimization model for assessing the integration acceptance capacity of EV charging loads within distribution networks. …”
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Optimizing Rice Plant Disease Classification Using Data Augmentation with GANs on Convolutional Neural Networks by Tinuk Agustin, Indrawan Ady Saputro, Mochammad Luthfi Rahmadi

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Unlocking the potential of titanium dioxide nanoparticles: an insight into green synthesis, optimizations, characterizations, and multifunctional applications by Ahmed Ghareeb, Amr Fouda, Rania M. Kishk, Waleed M. El Kazzaz

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Image retrieval method based on data mining and deep residual network by Hongzhi Yuan, Wei Hu

“…To address the significant shortcomings of traditional image retrieval models in feature extraction and recognition accuracy, this study proposes a new method based on the improved residual network and attention mechanism. …”
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Optimizing the dynamic treatment regime of outpatient rehabilitation in patients with knee osteoarthritis using reinforcement learning by Sijia Liu, Jiawei Luo, Chengqi He

“…Abstract Background Knee osteoarthritis (KOA) is a prevalent chronic disease worldwide, and traditional treatment methods lack personalized adjustment for individual patient differences and cannot meet the needs of personalized treatment. …”
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Optimizing precision in ICU arterial access: the impact of ultrasound-guided dynamic needle tip positioning by Xiuqin Chen, Yongrui Wu, Li Zhang, Ying Zhou, Hui Fang

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