A Fault Diagnosis Method for Dry Vacuum Pump Bearing Based on Finite Element Simulation With Deep Transfer Learning by Yanfeng Wei, Haibin Liu, Min Wei, Mingfei Li

“…Traditional fault diagnosis methods face challenges due to difficult data collection and inconsistent working conditions. …”
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Large Area Crops Mapping by Phenological Horizon Attention Transformer (PHAT) Method Using MODIS Time-Series Imagery by Quanshan Gao, Taixia Wu, Hongzhao Tang, JingYu Yang, Shudong Wang

“…Based on the MODIS NDVI data with a coarse spatial resolution of 250 m, our method achieved an OA of 90.1% for the synchronous extraction of soybean, spring peanut-summer sesame, winter wheat-summer maize, paddy rice, and rapeseed-cotton, with a RMSE of approximately 12% in 16.6 million mu of cultivated land.…”
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Implementing Case-Method in Maritime-Related Learning: A Qualitative Descriptive Study in Physics Learning on The Topic of Hydrostatics Pressure by Sarkity Dios, Liana Metta, Fitriani Rita, Sundari Putri Dwi

“…Data were analyzed descriptively and presented based on the stages of case- method learning. …”
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Acceptability of self-administered acupressure for knee osteoarthritis in middle-aged and older adults: A mixed-method secondary analysis by Shu-Cheng Chen, Nicole Nok Leung, Hui-Lin Cheng, Min-Ru Wu, Denise Shuk-Ting Cheung, Jia-Yin Ruan, Jing Qin, Ge Ren, Wing-Fai Yeung

“…Participants received two 2-h training sessions on self-administered acupressure and were instructed to practice twice daily for 12 weeks. Quantitative data were collected using an acceptability questionnaire (n = 153) and acupressure logbooks (n = 157). …”
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DECISION ANALYSIS ON IMPLEMENTATION OF PRIORITY CARE AND MAINTENANCE DUE TO POTENTIAL DAMAGE AT ALFAMIDI MINIMARKET IN MALANG USING THE AHP METHOD by Adi Prabowo, Nemesius Bambang Revantoro, Cynthia Permata Dewi

“…The subjects of the research were Alfamidi and shop employees. The data collection method used a form about the building condition and a priority weighting questionnaire as supporting data. …”
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Accurate, automated classification of radiographic knee osteoarthritis severity using a novel method of deep learning: Plug-in modules by Do Weon Lee, Dae Seok Song, Hyuk-Soo Han, Du Hyun Ro

“…A retrospective analysis on prospectively collected data was performed. The model was trained and developed using the Osteoarthritis Initiative dataset and was subsequently tested on an independent dataset, the Multicenter Osteoarthritis Study (test set size: 17,040). …”
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Resource Optimization Method Based on Spatio-Temporal Modeling in a Complex Cluster Environment for Electric Vehicle Charging Scenarios by Hongwei Wang, Wei Liu, Chenghui Wang, Kao Guo, Zihao Wang

“…In intelligent cluster systems, the spatio-temporal complexity of agent data collection and resource allocation, as well as the problems in collaborative organizations, present substantial challenges to efficient resource distribution. …”
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A Comparative Study of Participatory Learning Technique (Cooperation) and Monologue Method on the Motivation and Educational Achievement in the Course of Religion and Life by Zahra Kiani, Fatima Farz Ali

“…Data collection instruments were 2 questionnaires of Pham and Taylor Academic Performance Scale and Harter’s Motivation Scale as well as course assessment after each method of teaching. …”
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Apports de la méthode mixte pour une analyse globale de la durabilité des circuits courts by Ornella Boutry, Marie Ferru

“…If the researches about short food supply chain give interesting knowledge, the empirical validation of their durability is even necessary given the lack of available data on the subject. The paper seeks to contribute to this literature by providing a unique methodological framework based on a mixed-method analysis to apprehend the three pillars of sustainable development, taking into account its systemic nature. …”
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A Two-Stage Time-Domain Equalization Method for Mitigating Nonlinear Distortion in Single-Carrier THz Communication Systems by Yunchuan Liu, Hongcheng Yang, Ziqi Liu, Minghan Jia, Shang Li, Jiajie Li, Jingsuo He, Zhe Yang, Cunlin Zhang

“…To validate the model’s generalization capability, data collection and testing were also conducted at a frequency of 310 GHz and a channel distance of 1.5 m. …”
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Arts on prescription intervention for primary healthcare patients with poor mental health or social isolation: a mixed-method study by Anita Jensen, Anders Halling, Mirnabi Pirouzifard, Martin Lindström

“…We analysed data using paired t-test and a general linear regression model for change in SWEMWBS and SHIS. …”
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Using Professional Conversations as a Participatory Research Method Within the Discipline of Sport Pedagogy-Related Teacher and Coach Education by Kendall Jarrett, Belinda Cooke, Stephen Harvey, Víctor López-Ros

“…Justification for use of a professional conversations model is presented, along with participants’ experiences of engaging in this participatory method of data capture. A brief summary of participants’ post-conversation views on PASS is included, as well as recommendations relating to the utility of using a professional conversations model as a participatory research method.…”
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Exploring Perceptions of Vitamin D Awareness among Clinicians in Local Health Facilities of Pakistan: A Mixed - Method Study by Asma Akhtar, Sobia Nasir, Wali Muhammad, Rabiya Masood, Shireen Mansoor, Saima Masoom Ali

“…Clinicians holding MBBS and BDS degrees involved in patient care were included. Quantitative data were collected using the validated Vitamin D Knowledge, Attitude, and Practice questionnaire (D-KAP-38), consisting of 38 items across four domains. …”
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C-STrap Sample Preparation Method--In-Situ Cysteinyl Peptide Capture for Bottom-Up Proteomics Analysis in the STrap Format. by Alexandre Zougman, Rosamonde E Banks

“…The presented data support the method's use in qualitative and semi-quantitative proteomics experiments.…”
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Identification of Defects in Low-Speed and Heavy-Load Mechanical Systems Using Multi-Fusion Analytic Mode Decomposition Method by Yanlei Liu, Kun Zhang, Miaorui Yang, Xu Zhang, Yonggang Xu

“…In view of the higher requirements of modern machinery for multi-sensor information acquisition and fusion technology, this paper proposes a novel multi-fusion analytic mode decomposition (MFAMD) method to separate and demodulate fault features in signals. …”
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Analysis of collaborative innovation behaviour and its influencing factors in scientific research crowdsourcing platforms: based on the fsQCA method by Jiajun Cao, Yuefen Wang, Xin Xie, Yuanzhi Lv, Peng Chen

“…Based on this, we collected data through a survey questionnaire. Then, we used the method of fuzzy set qualitative comparative analysis to identify the configuration effects of influencing factors and analyse the core configuration. …”
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Perception of undergraduate medical students regarding “Reel-Making” as an innovative learning method in ophthalmology: a cross-sectional study by Sunayana Bhat, Madhurima A. Nayak, Vinay PG

“…Their perception and experience of this innovative learning method are collected from students using a pre-validated questionnaire using a five-point Likert scale for 10 questions collected through an online survey. …”
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A Fusion Water Quality Soft-Sensing Method Based on WASP Model and Its Application in Water Eutrophication Evaluation by Xiaoyi Wang, Jie Jia, Tingli Su, Zhiyao Zhao, Jiping Xu, Li Wang

“…Finally, the water quality data collected from Taihu Lake and Beihai Lake are used to validate the effectiveness and generality of the proposed method. …”
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Accuracy of Increment Core Method for Measuring Basic Wood Density and Moisture Content in Three <i>Catalpa</i> Species by Xiping Zhao, Dongfang Wang, Pingping Guo, Qi Feng, Yuanping Deng

“…Despite its cost-effectiveness and minimal sample collection requirements, the method’s systematic deviations limit its applicability to multiple tree species. …”
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Analysis Use Motivation Study Student in Islamic Religious Education Learning Using the PAKEM Method in Senior High Schools by Abu Warasy Batula, Achmad Faqihuddin, Haris Munandar, Zakaria

“…The method used in this study is quantitative with a cross-sectional survey design and data collection techniques using a Likert scale questionnaire instrument totaling 21 items. …”
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