An efficient leukemia prediction method using machine learning and deep learning with selected features. by Mahwish Ilyas, Muhammad Ramzan, Mohamed Deriche, Khalid Mahmood, Anam Naz

“…This study has a classification accuracy of 96.15% using Random Fores, 92.30 using Linear Regression, 96.15% using SVM, and 100% using LSTM. Deep learning methods have been shown to outperform traditional methods in leukemia gene classification by utilizing specific features.…”
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A rapid method for methanol quantification in spirits using UV-visible spectroscopy and FTIR by Ronick S. Shadrack, Krishna K. Kotra, Daniel Tari, Hancy Tabi, Jacinta Botleng, Rolina Kelep, Ladyshia Regenvanu

“…For FTIR method, spectra data was collected every 2 nm interval and calibration curve was built by increasing methanol ratio from 0% to 40% (mV−1) at the expense of ethanol while keeping deionised (DO) water constant at 5% (mV−1) concentration. …”
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Method to develop social impact pathways: A case on carbon- and steel reinforced concrete by Alexandra Weniger, Arij Mohamad Radwan Omar Chabrawi, Marzia Traverso

“…To advance IP application, a new approach by using structural equation modeling (SEM) to develop IP is presented in this research. Primary data was collected by questioning workers based on 8 inventory indicators for 3 social subcategories. …”
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Effectiveness of Eye Movement Desensitization and Reprocessing-EMDR Method in Patients with Chronic Subjective Tinnitus by Fatih Bal, Muzaffer Kırış

“…The study’s dependent variable was the tinnitus levels of the participants, and the independent variable was EMDR and the Masking method. The dependent variable data of the study was collected with the Visual Analog Scale and Tinnitus Handicap Inventory (THI). …”
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Teaching modelling of distributed information and control systems to students using the method of simulation modelling by A. V. Gabalin

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Cardiovascular Risk Factors Evaluated Using the Framingham Method in a University Community Setting by Angela Mendoza, Sylvia Hidalgo, Luis Oviedo

“…The sample was made up of 85 members of the university community, and an adapted Framingham scale was used for data collection. <b>Results</b>: The results obtained show high percentages of obesity and overweight, especially in the administrative staff, with 55% and 35%, respectively, and in teachers, with 23% and 54%, respectively. …”
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QUANTITATIVE ESTIMATION OF VOLUMETRIC ICE CONTENT IN FROZEN GROUND BY DIPOLE ELECTROMAGNETIC PROFILING METHOD by L. G. Neradovskiy

“…This task is simplified if not all the characteristics of the polarization ellipse are measured but the only one which is the vertical component of the dipole field and can be the most easily measured. Collected data of the measurements were used to analyze the computational errors of the average values of the volumetric ice content from the amplitude attenuation of the vertical component of the dipole field. …”
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Estimation of Soil Cohesion Using Machine Learning Method: A Random Forest Approach by Hai-Bang Ly, Thuy-Anh Nguyen, Binh Thai Pham

“…In this study, machine learning models, namely, support vector machine (SVM), Gaussian regression process (GPR), and random forest (RF), were built based on a data set of 145 soil samples collected from the Da Nang-Quang Ngai expressway project, Vietnam. …”
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The Resilience and Lived Experiences of the Parents of Children With Autism in India: A Mixed-method Study by Minitta Maria Regy, Vijaya Lakshmi, Deepthi N Shanbhag

“…Data collection was done using the PREQ questionnaire and key informant interviews (KII). …”
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An Adaptive Linearized Method for Localizing Video Endoscopic Capsule Using Weighted Centroid Algorithm by Umma Hany, Khan A. Wahid

“…In our proposed system, first we identify the path loss attenuation exponents using linear least square regression of the collected data (RSSI versus distance). Then the path loss model is linearized to minimize the path loss deviation which is mainly caused due to the nonhomogeneous environment of radio propagation. …”
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Think Pair Share (TPS) as Method to Improve Student’s Learning Motivation and Learning Achievement by Hetika Hetika, Ida Farida, Yeni Priatna Sari

“…The Method of data collection in this study used observation method, test method, and documentation method. …”
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A Model-based Rapid Calibration Method of Interior Permanent Magnet Synchronous Motor by ZHENG Junhui, CHEN Huimin

“…The current practice of motor calibration is inefficient as it typically involves manual adjustments and repeated calculations based on data collected by high-precision power analyzers, which also places high demands on operator experience and instrument accuracy. …”
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Research on underwater disease target detection method of inland waterway based on deep learning by Tao Yu, Yu Xie, Jinsong Luo, Wei Zhu, Jie Liu

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Energy Optimization of Sugarcane Bagasse by Oxidative Torrefaction: A Multiple Linear Regression Method by Diego A. Racero-Galaraga, Stiven Javier Sofan-German, Juan P. Arteaga-Ramos, Jorge M. Mendoza-Fandiño

“…Detailed analyses of collected data were carried out in the RStudio software environment, which showed the capacity of the model to explain calorific value of sugarcane bagasse, achieving a coefficient of determination R2 of 88.29%. …”
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Community Pharmacists’ Practice Regarding Vitamin D Products: A Simulated Client Method by Ghader Mohammadnezhad, Melika Sattarpour, Masoud Azadi Kakavand, Hadi Esmaily

“…This instrument includes four sections, demographic history taking, medical history taking, professional discipline, and clinical judgment, which are scored based on the 20-scoring system in each section. After data collection, an independent T-test was used to compare the mean ± standard deviation. …”
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A Novel Method for News Recommendation on Websites Using the Clustered-Vectors Optimization Algorithm by Piyanuch Chaipornkaew, Thepparit Banditwattanawong

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Design of an Archival Information System for LLDIKTI Region VIII using the Research and Development Method by Dionisius Adi Prabu Pamungkas, Yani Rahardja

“…Data were collected through interviews and direct observation of system usage. …”
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Transfer learning based EfficientNet method for transmission line insulator flaw detection by Aleena Swetapadma, Anamika Yadav

“…The inputs used are the images of the insulators collected from IEEE data port. The features are first extracted from the insulator images that are given to transfer the learning-based EfficientNet model to detect if the insulator is flawed or not. …”
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Augmented Reality Interactive Guide System and Method for Tourist Attractions Based on Geographic Location by Xueqiu Zhuang, Huihua Jiao, Kai Lu

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Study on Quantitative Evaluation Method of Balance Ability in Cancer Patients Based on Gait Features by Junjie LIU, Xu ZHOU, Chao YU, Qingqing CAO, Zhiming YAO, Wanqiu ZHANG, Ling ZHANG, Wanqing YAO, Ning LIN

“…Their balance ability was evaluated using the Berg Balance Scale (BBS). Gait data were collected by an electronic walkway and an IMU sensor system, including spatial-temporal and kinematic gait features such as step length, cadence, support time, and range of motion. …”
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