Longitudinal single-subject neuroimaging study reveals effects of daily environmental, physiological, and lifestyle factors on functional brain connectivity. by Ana María Triana, Juha Salmi, Nicholas Mark Edward Alexander Hayward, Jari Saramäki, Enrico Glerean

“…While sleep and physical activity relate to brain connectivity during cognitively demanding tasks, heart rate variability and respiration rate are more relevant for resting-state connectivity and movie-watching. …”
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Design of Interactive Vocal Guidance and Artistic Psychological Intervention System Based on Emotion Recognition by Wenwen Mo, Yuan Yuan

“…In the simulation process, before the completion of the sample indicators is unbalanced, the R language statistical analysis tool is used to balance the existing unbalanced data based on the artificial data synthesis method, and 279 uniformly classified samples are obtained. …”
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A precise machine learning model: Detecting cervical cancer using feature selection and explainable AI by Rashiduzzaman Shakil, Sadia Islam, Bonna Akter

“…In addition, two data balancing techniques—Synthetic Minority Oversampling Technique and Adaptive Synthetic Sampling—were used to mitigate the data imbalance issues. …”
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Environmental Determinants of Foraging Site Revisitation by African Elephants (Loxodonta africana) by Suzanne Antoinette Jacob, Willem Frederik De Boer, Henrik Johan De Knegt, Cassander Cassijn Engelen, Michelle Henley

“…Environmental variables were obtained from existing data sources. The data were analysed with Kolmogorov tests and linear mixed effects models, using AIC‐based model selection. …”
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MULTI-STATE MODEL FOR CALCULATION OF LONG-TERM CARE INSURANCE PRODUCT PREMIUM IN INDONESIA by Hendra Perdana, Neva Satyahadewi, Dadan Kusnandar, Ray Tamtama

“…The premium calculation also utilized Markov chain transition probabilities. The data used were data on Indonesia's population in 2018, data on the prevalence of cancer, heart disease, stroke, and Indonesia's 2019 mortality table. …”
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A New Model for Simulating the Imbibition of a Wetting-Phase Fluid in a Matrix-Fracture Dual Connectivity System by Xuewei Ning, Robert Ewing, Qinhong Hu, Qiming Wang, Xiaoming Zhang

“…The experimental data show that the rocks with P-direction fractures have a more steady increase of imbibition rates than the case of T-direction one. …”
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Research on content distribution mechanism of MP2P networks by Guo-yin ZHANG, Lu LI, Jian-guo SUN, Xiang-hui WANG

“…In consideration of the current MP2P network disturbance from frequent location changes of the mobile nodes,the limited computing power and storage capacity,a flexible strategy of partition management by assigning different functions to nodes according to some standards,regarding a subnet as a unit and using super-nodes to manage subnets were proposed.In order to speed up the data transmission and replacement efficiency,data was processed with partial network coding technology.Additionally,a trans-subnet query algorithm was proposed to link subnets,conduct informa-tion exchange between subnets and resource location.Results of the experiment manifested that this strategy can effi-ciently increase the resource download success rate and hit rate,reduce the average delay,improve the content distribu-tion efficiency of MP2P networks,and simultaneously enhance system robustness.…”
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The effects of the COVID-19 pandemic on patient application to outpatient plastic surgery clinics and management of treatments: a retrospective comparative study by Seçkin Aydın Savaş

“…The application rate of females decreased, while the rate of males increased during the pandemic period. …”
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Construction of a transfer learning-based depression detection model for female breast cancer patients: text sentiment analysis by Jiaqi Fu, Shisi Deng, Wanting Zheng, Chunrao Zheng, Jianhong Liu, Wenji Li, Yinghua Zeng, Hongpo Xie, Yuchang Mai, Chaixiu Li, Jie Lai, Yujie Zhang, Zihan Guo, Jianyao Tang, Chuhan Zhong, Huihui Zhao, Yanni Wu

“…To address this, our research team employed transfer learning methods to efficiently process and analyze large-scale text data for depression detection. …”
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A New Classification Method in Ultrasound Images of Benign and Malignant Thyroid Nodules Based on Transfer Learning and Deep Convolutional Neural Network by Weibin Chen, Zhiyang Gu, Zhimin Liu, Yaoyao Fu, Zhipeng Ye, Xin Zhang, Lei Xiao

“…The results of experiments on the medical image data sets of various types of diseased and normal thyroids showed that the accuracy rate of classification and diagnosis of this method was 96.04%, with a significant clinical application value.…”
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Investigation and Optimization of Discharging Performance Enhancement of Phase Change Cold Storage Panel using Embedded Heat Pipes by Tian Shen, Ma Cuiling, Chen Yuhong, Guo Liyuan, Shao Shuangquan, Zhu Tingting, Sun Zhili

“…The temperature difference and heat transfer rate at the airside calculated by the model are consistent with the measured data. …”
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Research and application of intelligent polymer injection technology with cable control for high angle wells in offshore oilfield by ZHANG Le, LIU Changlong, KOU Lei, CHEN Zheng, ZHANG Lu, XU Yuande, WANG Sheng, XUE Dedong

“…Experiments have shown that the pipe has better performance with a differential throttle pressure of less than 4 MPa and a viscosity retention rate of more than 85%. Field applications demonstrated that the cable-controlled smart polymer injection technology can provide real-time feedback on flow rate, pressure, temperature, and other monitoring data during the layered polymer injection debugging process in high-inclination wells. …”
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Quasi-dynamic Hermetical Compressor Model Suitable for Dynamic Simulation of Refrigeration System by Lin Enxin, Ding Guoliang, Zhao Dan, Hu Haitao

“…The maximum differences of steady state mass flow rate and input power of a hermetic compressor between the experimental data and the predicted results are less than 5%, while the deviations of the predicted transient mass flow rate and input power from the experimental data are within 10%.…”
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Dual level dengue diagnosis using lightweight multilayer perceptron with XAI in fog computing environment and rule based inference by Deepika R., Pradeep Kumar T.S.

“…However, this study minimizes incorrect treatment and fatality rates by using dual-level diagnosis and assisting in confirmation of the disease.…”
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TeaNet8: A real time Android application-based Tea Leaf Disease detection using fine-tuned transfer learning and Gradient-Weighted Class Activation Mapping visualization by Ismotara Dipty, Md Assaduzzaman, Nafiz Fahad, Md. Jakir Hossen, Md. Farhatul Haider, Fiaj Rahman

“…Additionally, data augmentation techniques were used to increase its diversity. …”
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The flow stress prediction of TiB2/2024 aluminum matrix composites based on modified Arrhenius model and gene expression programming model by Jing Wang, Qiang Liang, Yan Li

“…The results indicate that the flow stress of TiB2/2024 alloy is significantly affected by the strain rate and temperature during the deformation process. …”
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CHANGES AND TRENDS IN WINE PRODUCTION AND CONSUMPTION IN THE WORLD AND ROMANIA DURING THE PERIOD 2007-2018 by Agatha POPESCU

“…The paper analyzed the evolution of wine production and consumption in Romania and at the world level in order to identify the main changes and trends in the period 2007-2018 using official data which have been processed using fixed and variable indices, correlation coefficients, regression functions, consumption/production rate, export/consumption rate, self sufficiency rate and import dependency rate. …”
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Fixed Bed Column Adsorption System for the Removal of 2,4-Dichlorophenoxyacetic Acid Herbicide from an Aqueous Solution by Yalemtsehay Debebe, Zemene Worku, Esayas Alemayehu

“…In addition, the Thomas and Yoon–Nelson models were applied to predict the breakthrough curves and to determine the characteristic parameters of the column that are useful for process design. The findings showed that at a lower pH (2), a lower flow rate (2.5 ml/min), a lower 2,4-D concentration (50 mg/L), a higher bed depth (9 cm), and 840 min breakthrough time, a higher removal percentage (80.2%) of 2,4-D was achieved. …”
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An Analytical Method for Parameter Interpretation of Fracture Networks in Shale Gas Reservoirs considering Uneven Support of Fractures by Shijun Huang, Jiaojiao Zhang, Sidong Fang, Xifeng Wang

“…Secondly, the material balance pseudotime is introduced to process the production data under the conditions of variable production and variable pressure. …”
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Fault Diagnosis Method for Transformer Winding Based on the Load Normalized Lissajous Graphical Analysis of Leakage Magnetic Field by Bowen ZHANG, Jian FENG, Bowen WANG, Feiran YANG, Yitong XING

“…After processing the collected data, it is randomly divided into a training dataset (validation dataset), and the remaining data is set as a testing dataset. …”
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