Prediction of Thyroid Classes Using Feature Selection of AEHOA Based CNN Model for Healthy Lifestyle by Rachappa Jopate, Piyush Kumar Pareek, DivyaJyothi M. G, Ariam Saleh Zuwayid Juma Al Hasani

“…This research presents the Adaptive Elephant Herd Optimisation Algorithm (AEHOA) model for selecting optimal attributes in order to circumvent these limitations. At first, employ a method called the Synthetic Minority Over-sampling Technique (SMOTE) to even out the data. …”
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Performance analysis of stock mutual funds using the Sharp method: Before and after the Covid-19 pandemic by Rina Tresnawati, Shinta Herawati, Syakieb Arsalan

“…The research aims to evaluate the performance of mutual funds in stock using the Sharpe method. The purposive sampling technique is the technique used in this research with specific criteria and succeeded in collecting 210 stock mutual fund samples. …”
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Impact of the small sided games training method on the anaerobic endurance of U-17 soccer players by Galih Pamungkas, Sumaryanto Sumaryanto, Komarudin Komarudin

“…Recent research is needed to develop small side games training methods to be more varied, innovative and creative in order to develop the achievements of young players in the sport of football. …”
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Influence of key community leaders to enhance the tuberculosis awareness in the community: A mixed-method study by Reenaa Mohan, Kalaiselvan Ganapathy

“…In quantitative method (survey using questionnaire) was done with KCL from diverse sectors were selected through snowball sampling. …”
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Studying the Methods of Drought Coping by Farmers: (Case Study: Shirvan County of Northern Khorasan Province) by Ahmad Abedi Sarvestani, Khalil Ghorbani, Gohar Khaksar-Moghadam

“…The population of the study consisted of the farmers in Shirvan County in Northern Khorasan province, in which 350 participants were studied using cluster random sampling method. The required information was collected using a researcher-made questionnaire whose content validity was confirmed by experts and its reliability was approved by Kuder-Richardson method as 0.72. …”
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A Fish Target Identification and Counting Method Based on DIDSON Sonar and YOLOv5 Model by Wei Shen, Mengqi Liu, Quanshui Lu, Zhaowei Yin, Jin Zhang

“…In order to more accurately and quickly identify and count underwater fish targets, and to address the issues of excessive reliance on manual processes and low processing efficiency in the identification and counting of fish targets using sonar data, a method based on DIDSON and YOLOv5 for fish target identification and counting is proposed. …”
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SC-CFDMA uplink symbol synchronization method based on multi-rate satellite-ground loop by Dan DING, Nai-ping CHENG, Yu-rong LIAO

“…SC-CFDMA(single carrier code and frequency division multiple access) system,whose synchronization is more difficult than that of common orthogonal multi-carrier systems,requires the symbol synchronization to achieve a chip-level precision.Therefore,a synchronization method based on multi-rate satellite-ground loop is proposed.This method extends the closed-loop control on the non-sampling points of the loop through raising the control rates of some loop components,so as to promote the adaptability to users with different speeds.Besides,the state-space equations of the loop and related components are derived.The Matlab simulation results show that,even in GEO satellite system,the synchronization method proposed can adjust the SC-CFDMA uplink symbol timing errors between several supersonic users within chip-level duration,thus providing stable communication.…”
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Allometric equations for the aboveground biomass of five tree species in China using the generalized method of moments by Jia Wang, Longyu Zhang, Zhongke Feng

“…In this paper, we propose using the generalized method of moments (GMM) as a replacement for the more usual fitting technique of logarithmic transformation and ordinary least squares regression. …”
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A retrospective study on prevalence and profile of reverse transcriptase polymerase chain reaction positive severe acute respiratory syndrome corona virus 2 samples tested in a ter... by Ramalatharani Shanmugam, Meerah Srinivasagam

“…Materials and Methods: Nasopharyngeal and oropharyngeal samples from suspected COVID-19 patients were collected and tested by real-time RT-PCR and the targeted genes were identified. …”
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A population spatialization method based on the integration of feature selection and an improved random forest model. by Zhen Zhao, Hongmei Guo, Xueli Jiang, Ying Zhang, Changjiang Lu, Can Zhang, Zonghang He

“…This implies that the method proposed in this paper could simulate population spatial distribution more accurately.…”
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Combined characterization of pore structurein deep medium-rank coal using mercury intrusion and liquid nitrogen adsorption methods and its pore fractal characteristics by Qi LI, Yong WU, Lei QIAO

“…To study the pore structure and fractal characteristics of deep medium-rank coal, combined characterization using mercury intrusion and liquid nitrogen adsorption methods was conducted on coal samples from the main coal seams in typical deep mining areas, including Shenyang Hongyang Third Mine, Kailuan Linxi Mine, Huainan Xinji Second Mine, and Pingdingshan Pingmei Sixth Mine. …”
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Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network by Haixia Zhang, Wenao Cheng

“…It also has good adaptability under different sampling frequencies, different noise environments, and different distribution network topologies; the line selection accuracy can reach more than 97.43%.…”
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Deep Learning and Methods Based on Large Language Models Applied to Stellar Light Curve Classification by Yu-Yang Li, Yu Bai, Cunshi Wang, Mengwei Qu, Ziteng Lu, Roberto Soria, Jifeng Liu

“…The study furnishes 2 detailed catalogs illustrating the impacts of phase and sampling intervals on deep learning classification accuracy, showing that a substantial decrease of up to 14% in observation duration and 21% in sampling points can be realized without compromising accuracy by more than 10%.…”
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AN EMPIRICAL ANALYSIS OF TRADITIONAL RECOGNITION METHODS USING EXAMPLES OF IDENTIFYING WORDS SPOKEN BY NATIVE SPEAKERS by Elchin Ismailov

“…In the proposed approach, the sound signal is considered as a onedimensional representation of sound wave oscillations with a certain sampling frequency. To implement the task, classical DTW and DDTW methods, as well as methods based on the Fourier transform, discrete and continuous wavelet transforms are used. …”
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The Impact of Online Learning on Digital Literacy Skills in Higher Education: Survey Methods and Test Analysis by Otang Kurniaman, Hadriana, Nur Islami, Zetra Hainul Putra, Zufriady

“…The research uses a survey method in the form of a questionnaire and tests through SPSS. …”
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Research on real-time monitoring method of mine personnel protective equipment with improved YOLOv8 by Lei ZHANG, Zhipeng SUN, Hongjing TAO, Shangkai HAO, Qianru YAN, Xiwei LI

“…Making convolution deformable, when sampling, it can more closely detect the true shape and size of the object, more robust, It effectively improves its feature acquisition ability for targets of different scales. …”
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Designning a Model for Measuring the Effectiveness of Faraja Car Repair Centers by Milad Aghai, Saied Ramezan Zadeh, Rahman Yousefi

“…The community of the quality department was the managers of the General Net and Transport Departments of Amad and Faraja Support and the Repair Center of the Tehran Police Command. A purposive sampling method was employed, and theoretical saturation was reached after conducting interviews with 14 participants. …”
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Misconceptions about the concept of photosynthesis among grade 12 students using the image analysis method by Evi Aprianti, Ari Sunandar, Anandita Eka Setiadi

“…This study aims to identify and analyze misconceptions among science and social studies students using the image analysis method. A total of 78 students (32 science, 46 social studies) participated, selected through a nonprobability sampling technique. …”
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Gambling and the COVID-19 pandemic in the province of Quebec (Canada): protocol for a mixed-methods study by Magaly Brodeur, Sophie Audette-Chapdelaine, Annie-Claude Savard, Sylvia Kairouz

“…The objective of this study is to draw a portrait of the impacts of the COVID-19 pandemic on gamblers and to learn more about their experiences during the pandemic in the province of Quebec.Method and analysis This study has a sequential explanatory mixed-method design in two phases. …”
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SynC2S: An Efficient Method for Synthesizing Tabular Data With a Learnable Pre-Processing by Jiwoo Kim, Seri Park, Junsung Koh, Dongha Kim

“…Data synthesis has emerged as a popular technique to address privacy preservation and data usability simultaneously. Recently, numerous methods based on deep learning have been developed, while a clear understanding of their effectiveness is still insufficient, and the necessity for more efficient frameworks persists. …”
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