Theoretical Analysis of Mixture Recuperative Heat Pump with High Temperature Span by Qin Xiaoyu, Guo Hao, Gong Maoqiong, Sun Shoujun

“…The coefficient of performance (COP) of the system reached 5.5, which is comparable to the performance of a CO2transcritical heat pump under the same working conditions.…”
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A Validity Index for Clustering Evaluation by Grid Structures by Jiachen Wang, Zuojing Zhang, Shihong Yue

“…Finally, according to various clustering results, the optimal number of clusters is obtained when the number of total grids reaches its minimal value. Experiments are performed on real and synthetic datasets for any algorithms and datasets, revealing the generalization and effectiveness of the new index.…”
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Fast-Response Fiber-Optic FPI Temperature Sensing System Based on Modulated Grating Y-Branch Tunable Laser by Yang Cheung, Zhenguo Jing, Qiang Liu, Ang Li, Yueying Liu, Yihang Guo, Sen Zhang, Dapeng Zhou, Wei Peng

“…Temperature sensing experiments are carried out to investigate the performance of the system by demodulating the absolute cavity length of the FPI sensor using a cross-correlation algorithm. Experimental results show that the sensor can reach the response time as short as 94 ms with the sensitivity of 802 pm/°C. …”
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Optimization of Vehicles Routing Problem using GA For AL-Rasheed municipality, Baghdad, Iraq by zainab talib, Muayed Al-Huseiny

“…The current study's objective is to apply a genetic algorithm to reach the goals, illustrating the process of selecting the optimal route for the vehicle with the lowest time and greatest weight among several paths. …”
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Kinematic analysis and optimisation of a gantry spraying robot for ship blocks by Jiangmin Xu, Jinhao Liu, Xuwen Jing, Honggen Zhou, Xiaocai Hu, Jianbo Ji, Zhenchun Han

“…The differential evolution algorithm and the adaptive differential evolution algorithm were both utilized to solve the optimal inverse solution. …”
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Canopy Segmentation of Overlapping Fruit Trees Based on Unmanned Aerial Vehicle LiDAR by Shiji Wang, Jie Ji, Lijun Zhao, Jiacheng Li, Mian Zhang, Shengling Li

“…The results demonstrate that in citrus orchards with pronounced crown overlap, this novel method significantly reduces the number of undetected trees with a recall of 97.04%, and the F1 score representing the detection accuracy for fruit trees reaches 98.01%. Comparisons between the traditional method and the Gaussian fitting–watershed fusion algorithm across orchards exhibiting varying degrees of crown overlap reveal that the fusion algorithm achieves high segmentation accuracy when dealing with overlapping crowns characterized by significant height variations.…”
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Spotting Acronyms and Initialisms with the Help of Informatics by Attila Imre

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Enhancing the prediction of vitamin D deficiency levels using an integrated approach of deep learning and evolutionary computing by Ahmed Alzahrani, Muhammad Zubair Asghar

“…Vitamin D deficiency (VDD) has emerged as a serious global health concern that can lead to far-reaching consequences, including skeletal issues and long-term illness. …”
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Relaxation Parameter Optimization in Electrical-to-Mechanical Co-Simulation Based on Time Windowing WR Technique by Md Moktarul Alam, Richard Perdriau, Mohammed Ramdani, Mohsen Koohestani

“…Time windowing WR enhanced power efficiency through simulation segmentation, reaching 74.6%, though it still fell short of the full system. …”
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RANDOMIZED COMPARISON OF TWO APPROACHES TO WARFARIN DOSAGE IN CARDIOVASCULAR HOSPITAL SECTION by L. N. Mishchenko, O. V. Averkov, I. G. Gordeev, E. E. Tyulkina, E. P. Pavlikova, N. N. Levchuk, I. G. Pletnikova

“…Opportunities for targeting INR, not dependent on dosing regimen, are quite restricted in inpatient settings. The patients having reached target INR, usage of clinical algorithm of warfarin dosage helped to achieve these values much faster than in standard approach. …”
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LGN-YOLO: A Leaf-Oriented Region-of-Interest Generation Method for Cotton Top Buds in Fields by Yufei Xie, Liping Chen

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Epilepsy Diagnosis Analysis via a Multiple-Measures Composite Strategy from the Viewpoint of Associated Network Analysis Methods by Haoying Niu, Tiange Mu, Yuting Wang, Jiayang Huang, Jie Liu

“…Numerical experiments demonstrate that, through ten-fold cross-validation on the entire dataset, the classification accuracy for two-class classification consistently reaches 97.8% (with a specificity of 97.5%), while for five-class classification, the accuracy stably reaches 82.4% (with a specificity of 95.6%). …”
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Effect of the difference enumeration attack on LowMC instances by Xinxin GE, Zhihu LI, Meiqin WANG, Kai HU

“…The LowMC is an algorithm with low multiplicative complexities.For the parameter with limited data complexities and low number of S-boxes, the difference enumeration attack was proposed, which could theoretically attack all rounds of the LowMC.Considering that the original attack is based on the random linear layer,the strength of LowMC algorithm against differential enumeration attacks under a specific linear layer deserves more study.The difference enumeration attack cannot reach theoretical rounds through the research on the so-called key initial round.In terms of some LowMC instances, the key initial round is smaller than the theoretical value, which leads to the failure of the difference enumeration attack.Since the number of rounds of the LowMC is completely based on existing attacks, the analysis is of great significance to the rounds design of the LowMC.…”
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Vertebra CT Image Segmentation Method Based on Improved U-Net Model by LIU Xia, YU Hong-bo, LI Bing, WANG Bo

“…In this paper， the segmentation precision of the methord can be reached 95. 5% . The Dice coefficient is 96. 2% . …”
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Multi-label Text Classification by Fusing Pseudo-label Generation and Data Augmentation by WANG Shuitao, ZHANG Sijia, SUN Xufei, YANG Jingjie, BI Tiantian, ZHANG Zhenglong

“…The accuracy of the CBCN algorithm on the two public English data sets of AAPD and RCV1-V2 reaches 89. 1% and 91. 1% . …”
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Re-Supplying Autonomous Mobile Parcel Lockers in Last-Mile Distribution by Sajjad Hedayati, Mostafa Setak, Tom Van Woensel, Emrah Demir

“…Additionally, the study introduces a cluster-based simulated annealing (CSA) algorithm tailored for addressing larger-scale instances of the studied problem. …”
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Enhancing Fairness in Autonomous Vehicles: Proof of Confidence With Blockchain Technology by Jimin Ryu, Yong Ik Yoon

“…The workflow for performing this algorithm is presented in a four-step design, which is a proposal that surpasses existing methods by adopting a process in which PoC selects a Lead-Node among nodes in the area and reaches an agreement by priority in managing a large transaction volume. …”
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A Mobile Wireless Sensor Coverage Optimization Method for Bridge Monitoring by Cong Mu, Jiguang Yang, Jiuyuan Huo

“…Simulation results show that when deploying 60 heterogeneous sensors of three types in a 40 m × 200 m bridge model (BM), the coverage rate (CR) of the VF-GPTHOA reaches 97.07%, which represents improvements of 13.81%, 4.18%, 15.81%, 2.52%, and 12.44% over DE, MA, GWO, SSA, and HOA, respectively. …”
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Landscape Design Methodology: Pattern formation through the use of Cellular Automata by Sergi Abellán Sanfélix, Marcel Bilurbina Camps, Marilena Christodoulou

“…In the second phase, the CA algorithm is run applying the relational rules with the selected species. …”
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Fault Signal Recognition Method of Submarine Cable based on Energy Entropy and GWO-ELM by ZHANG Tao, LIU Hao, ZHANG Peilei, LIU Zheheng, SHI Guangrui, FAN Xiping

“…【Results】With a sufficient number of samples and multiple calculations for averaging, it is concluded that the accuracy of this method for recognizing different conditions of submarine cable can reach 97.4%. The recognition time is as low as 0.968 5 s, and multiple comparison groups with different algorithms have been established. …”
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