Automatic titration detection method of organic matter content based on machine vision by Bingjie Zhang, Meng Li, Qing Song, Lujian Xu

“…First, by analysing the colour change characteristics during the titration process, machine learning techniques are used to classify the titration speed, and a titration experiment state recognition model is constructed to divide the titration speed into four categories and improve titration efficiency; Second, through a large number of titration experiments to collect relevant data and extract key feature parameters, an efficient titration algorithm based on histogram similarity was designed to accurately identify titration endpoints and improve detection accuracy. …”
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Intensive Arabic Language Teaching to Acquire the Four Linguistic Skills | Tadrĩs al-Lugah al-‘Arabiyyah al-Mukaśśaf li Iktisāb al-Mahārāt al-Lugawiyyah al-Arba’ by Muhamad Bisri Ihwan, Ro’fat Hizmatul Himmah, Abdul Wahab Rasyidi, Muhamad Fai Al Fatih

“…While the data collection methods used in this study were observation in the Islamic Boarding School Environment, interviews with Caregivers, the Arabic language teachers in the Islamic Boarding School and documentation during intensive learning took place, for the validity of this study using data triangulation. data sources and theories. …”
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Deep Learning-Based Method for Detecting Traffic Flow Parameters Under Snowfall by Cheng Jian, Tiancheng Xie, Xiaojian Hu, Jian Lu

“…In recent years, advancements in computer vision have yielded new prospects for intelligent transportation applications, specifically in the realm of automated traffic flow data collection. Within this emerging trend, the ability to swiftly and accurately detect vehicles and extract traffic flow parameters from videos captured during snowfall conditions has become imperative for numerous future applications. …”
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Patient acceptability of CITOBOT for cervical cancer screening: A mixed-method study. by Marcela Arrivillaga, Maria Del Mar Torres, Daniela Neira, Juan Pablo García-Cifuentes, Hernán Dario Vargas-Cardona, Mérida Rodríguez-López, Paula C Bermúdez

“…Data collection included a sociodemographic, gynecological-obstetric, behavioral survey, a validated patient acceptability scale, alongside open-ended interview questions. …”
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A method for predicting postpartum depression via an ensemble neural network model by Yangyang Lin, Dongqin Zhou

“…Although there are many existing machine learning classifiers for PPD prediction, the requirements for high accuracy and the interpretability of models present new challenges.MethodsThis paper designs an ensemble neural network model for predicting PPD, which combines a Fully Connected Neural Network (FCNN) and a Neural Network with Dropout mechanism (DNN). …”
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Kaleidoscope of Inclusion: Mapping Music Learning Methods through the Lens of Contemporary Early Childhood Education Literature by Santi Nisfi Anggraeni, Leli Kurniawati

“…Data collection techniques involve conducting a structured and comprehensive search on trusted databases. …”
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Novel Rap-Landslide Method for Assessing Agroforestry Sustainability in Landslide-Prone Areas by Euthalia Hanggari Sittadewi, Iwan Gunawan Tejakusuma, Titin Handayani, Arif Dwi Santoso, Adrin Tohari, Asep Mulyono, Zufialdi Zakaria, Evensius Bayu Budiman, Hilmi El Hafidz Fatahillah, Riski Fitriani

“…The approach includes data collection, sustainability evaluation, leverage factor analysis, and validity testing. …”
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Antecedents of Trust in Sharing Economy Platforms: Prioritization Using the Best-Worst Method by Navid Khanjanzadeh Kakeroodi, Ali Adabi Firoozjaei, Soheil Nejat, Hamidreza Fallah Lajimi

“…Accordingly, a Best-Worst questionnaire was prepared and sent to 10 experts in the field of the sharing economy, selected through the snowball sampling method. Finally, the data from the Best-Worst questionnaire were analyzed using Excel software. …”
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The Influence of Javanese-Arabic Translation Methods by Tafsir Al-Jalalain towards the Students’ Mastery in Nahwu by Andini Cita Damayulfi, Mochammad Firdaus, Faisol Mahmud Adam Ibrahim

“…Quantitative approaches and bivariate correlational analysis were uesed. The data about the students’ mastery in nahwu was collected by using multiple choice test instruments and essays which were tested on 6th grade students of Madrasah Diniyah Islamic Boarding School Karangasem Muhammadiyah Lamongan with a sample of 20 students. …”
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The Effectiveness of Learning Isim Maushul with Historical Stories l Fa‘aliyyah Ta‘allum al-‘Ism al-Maushul bi al-Qishash al-Tarikhiyyah by Fahmi Prastyo Muhajir, Imam Fauji

“…The sample that the researcher examined was eight students of class XII Language with different educational backgrounds. The technique of collecting data through observation was by observing the teacher's way of learning isim maushul in class. conducting interviews and giving questionnaires to students about isim maushul. …”
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What competencies does an orthodontic postgraduate need? by Hamid Mahdavifard, Saeed Noorollahian, Athar Omid, Nikoo Yamani

“…At this round, most of the competencies in the field of “data collection and recording”, “treatment procedures”, “patient-centered treatment”, “dental knowledge, “clinical reasoning and moral judgment”, “communication skills”, “Health Promotion”, “Attitude, legal responsibilities and ethical issues (professionalism)”, “information management”, and “Self-development” through participation were accepted. …”
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Patterns of engagement in care during clients’ first 12 months after HIV treatment initiation in Zambia: a retrospective cohort analysis using routinely collected data by Suilanji Sivile, Mhairi Maskew, Sydney Rosen, Carolyn Bolton, Brooke Nichols, Theodora Savory, Khozya Davie Zyambo, Mariet Benade, Lloyd B Mulenga, Phillip Chilembo, Mwansa Wa Mwansa

“…Background The first year after HIV treatment initiation or re-initiation is the period of highest risk of a treatment interruption or disengagement, yet little is known about the timing, patterns and effects of interruptions in the early treatment period.Methods Using routinely collected electronic medical record data from 543 Zambian facilities from 2018 to 2023, we described patterns of engagement during the first year of HIV treatment. …”
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Identifying and Validating Indicators of Ritualism in the Iranian Higher Education System: A Mixed-Methods Study by Seyed Hedayat Davarpanah, Reza Hoveida, Mostafa Bagherian Far

“…To ensure the reliability of the research data, we employed methods such as repeated study, data comparison, and summarization and categorization of information while preserving the integrity of the original data. …”
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GENERATION AND COLLECTION OF TOBACCO AEROSOL FOR SHISHA by N. N. Bubnova, M. V. Shkidyuk

“…Qualitative characteristics of tobacco aerosol for shisha are determined by the functional purpose and depend on the component composition of the tobacco mixture and the coal used.The purpose of the research is to develop a methodology for the comprehensive assessment of tobacco for shisha based on modern methods of product quality control and includes the following steps:- monitoring of the studies to determine the component composition of the hookah mixture and the aerosol produced;- analysis of hookah mixture testing modes and development of an aerosol generation protocol;- development of a method for collecting aerosol on a laboratory smoking machine; - quantitative analysis of toxic analytes by HPLC MS / MS method.Methods have been developed for the machine generation and collection of tobacco aerosol for hookah, taking into account low concentrations of the analyzed toxic substances.The expediency of using the HPLC MS / MS method to determine the quantity of the following substances in tobacco aerosol for shisha has been substantiated:- carbonyl compounds (formaldehyde, acetaldehyde, acrolein) by detection on an electrospray source in the negative polarity mode- tobacco specific nitrosoamines (NNN and NNK) by detection on an electrospray source in the positive polarity mode.During the research laboratory and analytical equipment was used: a five-channel linear CERULEAN SM 405 smoking machine; Thermo Scientific Dionex UltiMate 3000 liquid chromatograph and TSQ Quantiva mass spectrometer.Obtaining experimental data on the quantitative determination of the component composition of the aerosol produced by tobacco for shisha using hookah systems is relevant for assessing toxic characteristics of the product.…”
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Development of an artificial intelligence system to identify hypoglycaemia via ECG in adults with type 1 diabetes: protocol for data collection under controlled and free-living con... by Martin O Weickert, Thomas M Barber, Owain Cisuelo, Katy Stokes, Iyabosola B Oronti, Muhammad Salman Haleem, Leandro Pecchia, John Hattersley

“…Throughout the study, the participants will wear wearable sensors to measure and record physiological signals (eg, ECG and continuous glucose monitor). Data collected will be used to develop and validate an AI model using state-of-the-art deep learning methods.Ethics and dissemination This study has received ethical approval from National Research Ethics Service (ref: 17/NW/0277). …”
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METHODOLOGY FOR DATA COLLECTION IN SIMULATED IRRADIATIONS USING MONTE CARLO TECHNIQUES ON DICOM IMAGES FOR X-RAY FLUORESCENCE EMISSIONS LOCALIZATION IN HIGH ATOMIC NUMBER MATERIALS by Nicolás E. Martín, F. Malano, Miguel Sofo Haro, M. Valente

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Support for Early Childhood to Develop Social Skills: Project Method in Learning Process What is the Impact? by Siti Nurhidayah, Amir Syamsudin, Alfina Damayanti

“…The sampling technique uses purposive sampling and the data collection technique uses observation, tests, and documentation. …”
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Risky business: medical students’ feedback-seeking behaviours: a mixed methods study by Muirne Spooner, Ciarán Reinhardt, Fiona Boland, Samuel McConkey, Teresa Pawlikowska

“…Our findings seek to inform medical school processes that support feedback literacy. Using a mixed methods approach, we collected questionnaire and interview data from final-year medical students in Ireland, Bahrain, and Malaysia. …”
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Health level of a mammal collection by Vania E. Rivera-León, Yolanda Hortelano-Moncada, Fernando A. Cervantes

“…This paper presents a practical method for assessing a mammal collection health level. …”
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Revealing the impact of teaching methods on anxiety among college students through a bibliometric study by Zhongzhu Ai, Dongfeng Yuan, Ruotong Dong, Yun Li, Shanshan Zhou

“…This study aims to systematically analyze and discuss the impact of teaching method reforms on college student anxiety.MethodsThe Web of Science (WOS) database was used to retrieve and collect relevant literature from 2004 to 2024. …”
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