Preprocessing Approach for Power Transformer Maintenance Data Mining Based on k-Nearest Neighbor Completion and Principal Component Analysis by Moïse Manyol, Samuel Eke, Alphonse J. M. Massoma, Alain Biboum, Ruben Mouangue

“…The dissolved gas data from Rio Tinto Alcan’s transformer T0001 were imputed by KNN, where k equals 5. …”
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Comparative Analysis of Temperature Distributions in a Convective-Radiative Porous Fin using Homotopy Perturbation and Differential Transformation and Methods by Gbeminiyi Musibau Sobamowo, Suraju Aremu Oladosu, Rafiu Olalekan Kuku, Antonio Marcos de Oliveira Siqueira

Subjects: “…Comparative method study; Thermal analysis; Porous Fin; Convective-Radiative fin; Magnetic field; Homotopy perturbation method; Differential transformation method.…”
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A Multiplier-Less Discrete Cosine Transform Architecture Using a Majority Logic-Based Approximate Full Adder by Elham Esmaeili, Farshad Pesaran, Nabiollah Shiri

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Deep Learning for Obstructive Sleep Apnea Detection and Severity Assessment: A Multimodal Signals Fusion Multiscale Transformer Model by Zhang Y, Zhou L, Zhu S, Zhou Y, Wang Z, Ma L, Yuan Y, Xie Y, Niu X, Su Y, Liu H, Hei X, Shi Z, Ren X, Shi Y

“…Yitong Zhang,1 Liang Zhou,2 Simin Zhu,1 Yanuo Zhou,1 Zitong Wang,1 Lina Ma,1 Yuqi Yuan,1 Yushan Xie,1 Xiaoxin Niu,1 Yonglong Su,1 Haiqin Liu,1 Xinhong Hei,2 Zhenghao Shi,2 Xiaoyong Ren,1 Yewen Shi1 1Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi Province, People’s Republic of China; 2School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shaanxi Province, People’s Republic of ChinaCorrespondence: Xiaoyong Ren; Yewen Shi, Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Address: NO. 157 Xi Wu Road, Xi’an, Shaanxi Province, Email cor_renxiaoyong@126.com; shiyewen59@outlook.comPurpose: To develop a deep learning (DL) model for obstructive sleep apnea (OSA) detection and severity assessment and provide a new approach for convenient, economical, and accurate disease detection.Methods: Considering medical reliability and acquisition simplicity, we used electrocardiogram (ECG) and oxygen saturation (SpO2) signals to develop a multimodal signal fusion multiscale Transformer model for OSA detection and severity assessment. …”
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Using Fourier Transform Infrared Spectroscopy to Study Effects of Magnetic Field Treatment on Wheat (Triticum aestivum L.) Seedlings by Zhenlin Wei, Dejie Jiao, Junxiao Xu

“…In this research, wheat seedlings were treated with 500 mT and 1500 mT static magnetic field (SMF) for 10 and 20 min, respectively. Analyzing Fourier transform infrared spectra collected from leaves of seedlings showed that SMF treatments decreased the contents of lipids and proteins, shifted bands to higher wavenumbers in 3000–2800 cm−1 regions, and increased the ratio of CH2/CH3 which likely indicates a structural variation of lipids. …”
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Order Spectrum Analysis for Bearing Fault Detection via Joint Application of Synchrosqueezing Transform and Multiscale Chirplet Path Pursuit by Jiesi Luo, Shaohui Zhang, Mingen Zhong, Zusheng Lin

“…This article describes a new IF estimation method based on the joint application of the synchrosqueezing transform (SST) and the multiscale chirplet path pursuit (MSCPP) method. …”
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How are new collective models transforming support for smallholder farmers? Empirical evidence from thematic and sentiment content analysis by Rajiv B. Kale, Pooja A. Dangi, Vinayak Nikam, Kiran Khandagale, Shailendra S. Gadge, Vijay Mahajan

“…The findings from the global literature provide valuable insights for enhancing the development of collective models in India, where such initiatives can play a transformative role in addressing the challenges of smallholder farmers.…”
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A transformer‐less DC–DC converter with high voltage conversion ratio adopting inverting voltage lift cell by Ebrahim Babaei, Hamed Mashinchi Maheri, Mehran Sabahi

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Quantitative Analysis of Six Phenolic Acids in Artemisia capillaris (Yinchen) by HPLC-DAD and Their Transformation Pathways in Decoction Preparation Process by Fang Tian, Qun-Jia Ruan, Ying Zhang, Hui Cao, Zhi-Guo Ma, Gai-Lian Zhou, Meng-Hua Wu

“…The analytical method was fully validated in terms of linearity, sensitivity, precision, repeatability, and recovery and applied to assess the transformation trend and quantitative analysis of the six constituents in Yinchen decoction. …”
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From strain to strength: a yearlong study on the transformative influence of inner engineering online program on mental well-being by Ashwin Swaminathan, Braiden DeSchryver, Akila Rayapuraju, Julianna Barbaro, Hibiki Orui, Balachundhar Subramaniam, Preeti Upadhyay Reed

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“Making Positive Vibrations” in a mixed methods study of covert bullying: A transformative methodological framework for social justice by Ingrid E. Hunt-Anderson

Subjects: “…Transformative mixed methods…”
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INNOVATIVE MECHANISMS FOR IMPLEMENTING STATE ECONOMIC POLICY FOR POST-WAR RECONSTRUCTION OF UKRAINE: QUANTUM TRANSFORMATIONS AS A DRIVER OF DEVELOPMENT by Oleksiy Shkuratov, Liudmila Antonova, Roman Dzyuba

Subjects: “…investment policy, investments, innovative transformations, economic policy, economic recovery, innovative development, quantum transformation, competitiveness…”
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“When I finished my film, I realized that people really needed me there”: the transformative power of Collaborative Filmmaking by Jessica G. Burke, Annika Agarwal, Mihaja Raonivololona, Tahiry Anjarasoa, Laura Leeson, Sara Baumann

“…The participants discussed the transformative power that CF has to elicit emotions and self-reflection among both filmmakers and audiences, and to generate visual evidence that can be used for education and advocacy about complex topics such as CSE.…”
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Newmark-FDTD Formulation for Modified Lorentz Dispersive Medium and Its Equivalence to Auxiliary Differential Equation-FDTD with Bilinear Transformation by Hongjin Choi, Jeahoon Cho, Yong Bae Park, Kyung-Young Jung

“…Moreover, it is found that the ADE-FDTD formulation based on the bilinear transformation is exactly the same as the Newmark-FDTD formulation which can have higher stability and better accuracy compared to the conventional ADE-FDTD. …”
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Application of attenuated total reflection-Fourier transform infrared spectroscopy in semi-quantification of blood lipids and characterization of the metabolic syndrome. by Tz-Ping Gau, Jen-Hung Wen, I-Wei Lu, Pei-Yu Huang, Yao-Chang Lee, Wei-Po Lee, Hsiang-Chun Lee

“…This study used AI-assisted attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy to identify MetS and precisely quantify multiple blood lipid levels with a blood sample of 0.5 µl and the assaying time is approximately 10 minutes.…”
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Dynamiques de création et trajectoires d’Ateliers de transformation collectifs (ATC) dans la région Occitanie by Agnès Terrieux, Mohamed Gafsi, Ugo Fiaschi

“…Collective transformation workshops (ATC) have emerged over the last thirty years to pool resources for farmers to diversify. …”
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Classroom practices and consequent transformation in beliefs towards Science Teaching: A case study of Elementary School Science Teacher by Nasir MAHMOOD

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Single-cell RNA sequencing and immune microenvironment analysis reveal PLOD2-driven malignant transformation in cervical cancer by Zhiheng Lin, Fengxin Wang, Renwu Yin, Shengnan Li, Yuquan Bai, Baofang Zhang, Chenlin Sui, Hengjie Cao, Dune Su, Lianwei Xu, Honghong Wang

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Transformation of Kyai's Democratic Leadership in Maintaining the Existence of Ibnul Qoyyim Putri Islamic Boarding School Berbah Sleman Yogyakarta by Rubini

“…The purpose of this study is to understand the democratic leadership transformation efforts made by Kyai in increasing the existence of the Ibnul Qoyyim Putri Islamic boarding school in Berbah, Sleman Yogyakarta. …”
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Gender-transformative HIV and SRHR programme approaches for adolescents and young people: a realist review to inform policy and programmes by Isolde Birdthistle, Annabelle Gourlay, Sagri Singh, Damilola Walker, Migena Mata

“…We sought evidence of approaches to promote sexual and reproductive health (SRH) outcomes by addressing gender transformation and removing structural barriers that broadly limit prospects for adolescents and young people.Methods We conducted a realist review to identify HIV and SRH-focused interventions with gender transformative mechanisms. …”
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