Calculation Method of Gas Injection Volume of Gas Storage Based on DTS Data by LIANG Ming, LYU Yang, DI Yiliang, ZHOU Qiong

“…In order to monitor the gas injection volume of each well more accurately, based on the monitoring data of the distributed temperature sensing (DTS) of the injection and production wells in the gas storage area, select preferentially stable injection gas data as samples, the relationship model between the total daily gas injection volume and the total daily temperature at specific depth is established by using the linear fitting method of temperature and gas injection volume, and the model coefficient of a single well is determined. …”
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In vitro evaluation of mesalazine enteric-coated tablet dissolution by the reciprocating cylinder method by Jinxiang Wang, Yanqing Zhao, Gaihua He, Bin Guo, Hui Zhang

“…Thus, there is an urgent need for more in-depth research on in vitro dissolution methods for mainstream mesalazine enteric-coated tablets. …”
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Assessment of the Boron Treatability Level of Lesser-Known Timber Species by the Impregnation Method by Vindhya Bandara, Anura Alwis, Thusitha Bandara, Chaminda Muthumala, Faiz Marikar

“…Woods with fewer and smaller vessels are more receptive to boron treatment, making them more suitable for preservation. …”
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Overall Layout Method of Frame Structure Plane Based on Generative Adversarial Network by ZHONG Yan, LEI Xin, LONG Danbing, FANG Changjian, KANG Yongjun

“…This framework facilitates the design of the structural framework under the dual constraints of both architectural forms and predetermined structural elements. The core of this method involves constructing a model for the overall layout of the structural plan, which includes three main stages: constructing datasets, training and evaluating the model, and applying the model.MethodsIn the dataset construction stage, due to the limited number of data samples, and to reduce model training parameters, refine sample features, and improve training outcomes, this paper proposes three information representation methods for architecture, beams, and columns. …”
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Explaining the Earnings Management Prediction Model Using the Hybrid of Machine Learning Methods by Hassan Hassani, Esfandiar Malekian Kallehbasti, Yahya Kamyabi

“…For this purpose, six machine learning methods have been discussed to predict earnings management.Methods & MaterialA  sample of  180  companies listed on the  Tehran  Stock  Exchange during the period  2010-2021  was selected for testing hypotheses. …”
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A Predictive Method for Unplanned Postoperative Readmission Risk Based on Heterogeneous Data by Kai YU, Xiaofeng DONG, Zhenming YUAN, Zhaojian CUI, Weibin LUO

“…For text data, BCEWithLogit Loss is employed to counteract uneven sample distribution. 2) Propose a method based on CTFN for heterogeneous data fusion. …”
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PARAMETER ESTIMATION AND CONFIDENCE LIMIT CALCUALTION METHOD OF THREE-PARAMETER WEIBULL DISTRIBUTION by ZHANG JianFeng, XU Fang, ZHANG Yan, HUANG XiaoBo, JIA ZhuoHan

“…A correlation-regression method was proposed to solve the problem of low accuracy of parameter estimation and confidence limit calculation of the three-parameter Weibull distribution.The method was combined by the correlation coefficient method （Fu method） and the nonlinear regression method which makes full use of the convenience of Fu method and the excellent estimation effect of the nonlinear regression method in estimating the three-parameter Weibull distribution.In order to verify the effectiveness of the proposed method，the correlation-regression method，Fu method and Method combining maximum likelihood estimation and empirical formulae (referred to as the “MMPDS method”） were applied to the parameter estimation and confidence limit calculation of the data distribution of a certain alloy strength value with different sample sizes，and calculation consequence of different methods was compared and analyzed.Results show that the correlation-regression method has highest parameter estimation and confidence limit calculation accuracy among the above methods.When the sample size is less than 100，its advantage is more significant，and it can accurately calculate the parameters and confidence limits of the Weibull distribution.…”
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Optimization Method for Crop Growth Characteristics Based on Improved Locality Preserving Projection by Jia Dongyao, Hu Po, Zou Shengxiong

“…Finally, feature parameters set are obtained to extract local information of samples by improved LPP algorithm. The experiments show that the improved LPP algorithm has good adaptability, and the highest SVM classification accuracy rate of this method can reach more than 96%. …”
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PARAMETER ESTIMATION AND CONFIDENCE LIMIT CALCULATION METHOD OF THREE-PARAMETER WEIBULL DISTRIBUTION by ZHANG JianFeng, XU Fang, ZHANG Yan, HUANG XiaoBo, JIA ZhuoHan

“…A correlation-regression method was proposed to solve the problem of low accuracy of parameter estimation and confidence limit calculation of the three-parameter Weibull distribution.The method was combined by the correlation coefficient method(Fu method)and the nonlinear regression method which makes full use of the convenience of Fu method and the excellent estimation effect of the nonlinear regression method in estimating the three-parameter Weibull distribution.In order to verify the effectiveness of the proposed method,the correlation-regression method,Fu method and the method combining maximum likelihood estimation and empirical formulae(referred to as the“MMPDS method”)were applied to the parameter estimation and confidence limit calculation of the data distribution of a certain alloy strength value with different sample sizes,and calculation consequence of different methods was compared and analyzed.Results show that the correlation-regression method has higher parameter estimation and confidence limit calculation accuracy among the above methods.When the sample size is less than 100,its advantage is more significant,and it can accurately calculate the parameters and confidence limits of the Weibull distribution.…”
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Le numérique à l’université : facteur explicatif des méthodes pédagogiques ? by Amélie Duguet, Sophie Morlaix

“…He is also interested in the use of digital technology by teachers, during and outside class time, as an explanatory factor for the pedagogical methods put in place. Thus, from the data collected through an empirical survey of a sample made up of 248 teachers from a French university, we propose a description of the pedagogical methods used by them. …”
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DETERMINATION OF BUTTER-PALM OIL SPREAD COMPOSITION USING METHODS OF THERMAL ANALYSIS by Budanina L.N., Vereshchagin A.L., Bychin N.V.

“…Of thermal methods of analysis for the study of fat, the method of differential scanning calorimetry (DSC) is used more often. …”
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Opinion of the Farmers towards Different Methods of Paddy Cultivation During Covid-19 by Sahil Singla, Kamalpreet Kaur

“… The study was conducted in five agro-climatic zones of Punjab in 2020–21 during COVID-19. From a sample of 150 respondents, about 45% had average opinion regarding the conventional transplanting, mechanical transplanting and direct seeded paddy methods of sowing. …”
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Key Technology of the Medical Image Wise Mining Method Based on the Meanshift Algorithm by Jinli Cui, Yadong Wang, Ke Wang

“…This paper proposes a method to enhance image feature extraction and data mining and how to apply relevant analysis rules for mining. …”
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Path Planning Method of Mobile Robot Using Improved Deep Reinforcement Learning by Wei Wang, Zhenkui Wu, Huafu Luo, Bin Zhang

“…In addition, an improved deep Q-network (DQN) method is proposed, which takes the directly collected information as the training samples and combines the environmental state characteristics of the robot and the target point to be reached as the input of the network. …”
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Contraceptive use and decision-making in Guéra, Chad: a mixed-methods study by Vincent de Paul Allambademel, Mahamat Abdelaziz, Natalie Andrasko, Bongo Goumbo, Robert Madjigoto, Alexis Ngarmbatedjimal, Solal Noubadjim, Salomon Tamira, Theodora Varelis, Katchebe Vourbane, Sara E. Casey

“…Husbands played a large role in a couple's contraceptive decision-making, as either a major facilitator or barrier depending on the individual.DiscussionOverall, the study's findings suggest that participant awareness of modern contraceptive methods increased. Contraceptive use was more than twice as high as the provincial rate. …”
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Stroke Risk Classification Using the Ensemble Learning Method of XGBoost and Random Forest by Gullam Almuzadid, Egia Rosi Subhiyakto

“…The SMOTE-ENN approach was applied to handle class imbalance, resulting in a more balanced sample distribution. The dataset was split into 80% training and 20% testing data (hold-out test) to ensure objective evaluation. …”
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Identification of Loci under Selection by Combining Different Methods in Thoroughbred and Turkmen Horses by Milad Hosseini, Hossein Moradi-shahrbabak

“…Methods: The number of samples in this study included 111 Thoroughbred and Turkoman horses (44 and 67 respectively). …”
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Standardized droplet preamplification method for downstream circulating cell-free DNA analysis by Colin Skeen, Erica D. Pratt

“…There is also no standardized method for efficient amplicon recovery from droplets. …”
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An An accurate molecular method to sex elephants using PCR amplification of Amelogenin gene by George Lohay

“…The method is fast and shows more success than the SRY system by avoiding the inherent ambiguities of the previous PCR-based methods that made it difficult to distinguish between female samples and failed amplification reactions. …”
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A review of Web information seeking research: considerations of method and foci of interest by Konstantina Martzoukou

“…</b> This review shows that Web information seeking research suffers from inconsistencies in method and a lack of homogeneity in research foci. …”
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