EEG Data Augmentation Method Based on the Gaussian Mixture Model by Chuncheng Liao, Shiyu Zhao, Xiangcun Wang, Jiacai Zhang, Yongzhong Liao, Xia Wu

“…This paper proposes a new method based on the Gaussian Mixture Model (GMM): First, we use the GMM to decompose data samples of the same category to obtain Gaussian coefficients and take the product of the probability coefficient and the weight matrix as the feature matrix. …”
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Hyperspectral Image Change Detection Method Based on the Balanced Metric by Xintao Liang, Xinling Li, Qingyan Wang, Jiadong Qian, Yujing Wang

“…In the testing phase, the prediction map is generated by simple thresholding of distance maps. Experiments show that on the four datasets, the proposed method can achieve a good change detection effect.…”
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Spatio-Temporal Data Augmentation Method for Network Traffic Prediction by Sung Oh, Myeong-Jun Oh, Jong-Kyung Im, Ji-Yeon Park, Joung-Sik Kim, Na-Rae Yi, Myung-Ho Kim, Sung-Ho Bae

“…To address these challenges, we propose a novel spatio-temporal data augmentation framework based on a UNet architecture. The proposed method treats UNet as an inpainting model to generate augmented data by masking and reconstructing partial regions of input samples. …”
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Sequence-Information Recognition Method Based on Integrated mDTW by Boliang Sun, Chao Chen

“…A series of experiments were conducted on a public database, and the results indicate that our method overcomes the bottleneck of current deep-learning-based methods in the field of online handwriting character recognition. …”
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A study of arbitration method for determination of shale brittleness index by Jian Min, Jian Yang, Fei Liu, Ze Li, Yuntao Liu, Jun Su, Wende Yan

“…With this method, we analyzed the mechanical properties and mineral compositions of 25 downhole core samples from 17 shale gas wells across five formations in the Sichuan Basin. …”
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Centrifugation method for rapid measurement of total soil water-soluble salt by Zhengyang Jia, Zi Chen, Hai Yang, Yun Li, Quanping Zhou, Yuehua Jiang, Yuanyuan Chen, Hong Zhang, Qiuju Qi, Lili Hou, Shijia Mei, Yang Jin

“…The accuracy and reliability of the proposed method were then validated through spike recovery and comparative experiments. …”
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The Relative Accuracy of Different Methods for Measuring Mind Wandering Subtypes: A Systematic Review by Sholeh Nazari, Paul Fitzgerald, Reza Kazemi

“…Questionnaires and experience sampling methods (ESMs) were most frequently used, offering high ecological validity but limited by self‐report biases. …”
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Application of the Double Approximation Method for Constructing Stiffness Matrices of Volumetric Finite Elements by P. P. Gaidzhurov, N. A. Saveleva

“…Moreover, the error of the numerical solution increases drastically in the case when the structure, in comparison to conventional deformations, undergoes significant displacements as a rigid whole. Long-term experience in solving problems of deformable solid mechanics by the finite element method has shown that existing volumetric FE have slow convergence, specifically, when modeling bending deformations of plates and shells. …”
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Rapid Identification Method for Concrete Defect Boundaries Based on Acoustic-Mode Gradient Analysis by Yong Yang, Peixuan Shen, Ziming Qi, Shiqi Liu

“…A gradient-based approach is proposed to determine defect boundaries based on the locations of different MICs in the array. Experiments were carried out using circular thin-plate concrete samples with pre-existing voids. …”
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STUDI PERBANDINGAN ANALISIS UNSUR PLUMBUM (PB) DARI HASIL ELEKTROLISIS ANTARA METODE LASER- INDUCED BREAKDOWN SPECTROSCOPY (LIBS) DENGAN METODE KONVENSIONAL by H. S. Suyanto, M. Manurung, D.N. Sinaga

“…As a comparison of this method, the weighed the mass of the cathode (Cu) before and after electrolysis had been calculated by conventional method. …”
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Professional Development Program on Innovative Teaching Methods for Beginner Science Teachers by Muhamad Taufiq, Ari Widodo, Ida Kaniawati, Liliasari Liliasari, Achmad Samsudin

“…The research results show that higher age only sometimes indicates better teaching experience. Longer teaching experience also does not determine better mastery of skills in modifying learning methods at the end of the training. …”
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Psychological Effects of Orthodontic Treatment in Adults: A Mixed-Methods Study by Shresthaa Singh, Khumanthem Savana, Brajendu, Parul Priya, Abhay K. Jain, Abhishek Kumar

“…Qualitative data were gathered through semistructured interviews with 30 participants, selected via purposive sampling, to explore their personal experiences and perceptions of the treatment process. …”
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Comparative Analysis of Employee Training Using Conventional Methods and Virtual Reality by David Krákora, Petr Hořejší, Andrea Šimerová

“…This paper deals with an innovative method of employee training. Its concept is based on an experiment comparing a conventional training method with virtual reality (VR) training. …”
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COMPARATIVE ANALYSIS OF CONVENTIONAL AND LIQUID-BASED CYTOLOGICAL METHODS FOR CERVICAL SMEARS by N. N. Volchenko, T. V. Sushinskaya, O. V. Borisova, V. Yu. Melnikova, A. N. Petrov

“…Traditional cytological preparations were stained ac­cording to the Pappenheim method, liquid preparations — by Papanicolaou. A comparative analysis of cytological and histological findings was carried out.Results. …”
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Intelligent Data Processing Methods for the Atypical Values Correction of Stock Quotes by T. V. Zolotova, D. A. Volkova

“…The winsorization method for correcting outliers reduces the effect of outliers on the mean and variance, which is an advantage, but may introduce bias due to the selection of thresholds to separate observations in the sample. …”
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Studying the Lived Experiences of a Volunteer Fighter from the Iran-Iraq War, 1980-1988 (The Sample of Study: Viva Teer Comail Written By Mohsen Motlaq) by fariba nazaripourkiyaei, alireza ghobadi, Farah Torkaman

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Exposure to Adverse Childhood Experiences and Mental Health Issues in a Young‐Adult Sample of University Students in Bangladesh: A Cross‐Sectional Study by Shamima Akter, Raufun Hasan Arnob, Md. Ashik Ulla Ashik, Md. Mosfequr Rahman

“…Therefore, this study aims to estimate the prevalence of ACEs and assess the relationship between ACE exposure and developing anxiety and depression symptoms in a young adult sample of university students. Methods A cross‐sectional survey comprising 858 young adult students aged 18–29 years, enrolled in an undergraduate or graduate level of study at a large university in Bangladesh, was conducted between October and December 2023. …”
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Some methodical problems of SCUBA hydrobiological accounting surveys and the ways of their resolution by Alexander A. Dulenin

“…Methods of SCUBA hydrobiological surveys are discussed on the base of the author’s 18-year experience in the western Tatar Strait (Japan Sea) and in the Okhotsk Sea. …”
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Population attributable fractions of adolescent health and well-being outcomes associated with adverse childhood experiences in a provincially representative sample in Ontario, Can... by Janique Fortier, Tamara L. Taillieu, Ashley Stewart-Tufescu, Samantha Salmon, Andrea Gonzalez, Melissa Kimber, Harriet L. MacMillan, Tracie O. Afifi

“…Background: It is well known that Adverse Childhood Experiences (ACEs) are associated with poor health and well-being outcomes among adult samples. …”
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Association Rule Analysis for Sales Strategy Optimization with Apriori Algorithm Method by Avril Firda Amelia, Rochmoeljati Rochmoeljati

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