Comparison of Matrix Decomposition in Null Space-Based LDA Method by Carissa Devina Usman, Farikhin, Titi Udjiani

“…Problems with small sample sizes and high dimensionality are common in pattern recognition. …”
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A Mixed Methods Approach to Explore the Experience of Pain and Its Management in People with Parkinson’s Disease by Vanessa Nguy, Bernadette Brady, Leanne M. Hassett, Colleen G. Canning, James M. Elliott, Natalie E. Allen

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Micro-electrical Discharge Machining of Micro-holes Based on Integrated Orthogonal Experiments and CNN Methods by Yuandong MO, Yazhi WANG, Shuqi HUANG, Jiajun ZHONG

“…This synthesis strives to secure a robust dataset for subsequent predictive analyses of experimental outcomes via a CNN while concurrently minimizing the number of experiments.Methods The initial phase involves a meticulous L₂₇ (3¹³) orthogonal experiment, featuring four factors and three levels. …”
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PRIMORSKY CENTRE FOR LOCAL ELEMENTAL AND ISOTOPIC ANALYSES OF FEGI FEB RAS: EXPERIENCE OF THE FUNCTIONING AND MAIN AREAS OF RESEARCH by M. G. Blokhin, T. A. Velivetskaya, G. M. Vovna, N. V. Zarubina, V. V. Ivanov, A. A. Karabtsov

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Stability and Global Sensitivity Analysis for an Agree-Disagree Model: Partial Rank Correlation Coefficient and Latin Hypercube Sampling Methods by Sara Bidah, Omar Zakary, Mostafa Rachik

“…To study the influence of various parameters on these thresholds and to identify the most influential parameters, a global sensitivity analysis is carried out based on the partial rank correlation coefficient method and the Latin hypercube sampling.…”
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PROCESSING OF RESULTS FROM A THERMAL FEM ANALYSIS USING THE LOCK-IN METHOD AND COMPARISON WITH EXPERIMENT by Ondrej ŠTALMACH, Vladimír DEKÝŠ, Pavol NOVÁK, Milan SAPIETA

“…The programs code were created in MATLAB for a 4 points, multiple points and differential lockin method which were compared with the results from the experiment.…”
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Monte Carlo Thompson sampling-guided design for antibody engineering by Taro Kakuzaki, Hikaru Koga, Shuuki Takizawa, Shoichi Metsugi, Hirotake Shiraiwa, Zenjiro Sampei, Kenji Yoshida, Hiroyuki Tsunoda, Reiji Teramoto

“…Thus, we conducted Monte Carlo Thompson sampling (MTS) to balance the exploration-exploitation trade-off by defining the posterior distribution via the Monte Carlo method and compared its performance with TS in antibody engineering. …”
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Lived experiences of farmworkers from five U. S. states during the COVID-19 pandemic by Keren Herrán, Nicandro Mandujano-Acevedo, Jocelyn Claudel Suarez, Bethany Boggess, Edward A. Frongillo

“…The NCFH FCCA Phase 2 data were analyzed to characterize how farmworkers from a multistate sample experienced COVID-19 impact their daily lives, with particular focus on understanding farmworker vaccine experiences, familial dynamics, and actions implemented by employers.MethodsParticipants (n = 28; farmworker n1 = 19, local expert n2 = 9) were recruited via purposive and snowball sampling. …”
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A Lightweight Kernel Density Estimation and Adaptive Synthetic Sampling Method for Fault Diagnosis of Rotating Machinery with Imbalanced Data by Wenhao Lu, Wei Wang, Xuefei Qin, Zhiqiang Cai

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YOLOv5-MHSA-DS: an efficient pig detection and counting method by Wangli Hao, Li Zhang, Shu-ai Xu, Meng Han, Fuzhong Li, Hua Yang

“…To address the obstacles created by traditional manual methods and limitations of current vision technology, we introduce YOLOv5-MHSA-DS, a novel model that integrates YOLOv5 framework with Multi-Head Self-Attention and DySample modules. …”
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Changing Attitudes Towards Research Through a Course-based Undergraduate Research Experience by Keith Brazendale, Michael Rovito, Jeanette Garcia

“…Course-based undergraduate experiences (CUREs) can provide research-related experiences to a large number of students in a convenient fashion, thus, are well-positioned to shift student perceptions of research. …”
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Changing Attitudes Towards Research Through a Course-based Undergraduate Research Experience by Keith Brazendale, Michael Rovito, Jeanette Garcia

“…Course-based undergraduate experiences (CUREs) can provide research-related experiences to a large number of students in a convenient fashion, thus, are well-positioned to shift student perceptions of research. …”
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Changing Attitudes Towards Research Through a Course-based Undergraduate Research Experience by Keith Brazendale, Michael Rovito, Jeanette Garcia

“…Course-based undergraduate experiences (CUREs) can provide research-related experiences to a large number of students in a convenient fashion, thus, are well-positioned to shift student perceptions of research. …”
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Simplifying Data Processing in AFM Nanoindentation Experiments on Thin Samples by Stylianos Vasileios Kontomaris, Anna Malamou, Andreas Stylianou

“…When testing soft biological samples using the Atomic Force Microscopy (AFM) nanoindentation method, data processing is typically based on equations derived from Hertzian mechanics. …”
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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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Spectrofluorometric method for sensing cobalt (II) ion in environmental sample using Ru(dcpy)2(SCN)2 receptor by Hawra Abdulmajeed, Esam Bakir

“…The Co(II) was attached to CO rather than −NCS group of the receptor. The proposed method was successes in the determination of Co(II) in the environmental water sample.…”
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A Semisupervised Classification Method for Riverbed Benthic Sediments Using Integrated Superpixel Segmentation and Confident Learning Sample Enhancement by Yaxue Wang, Yuewen Sun, Xiaodong Cui, Tianyu Yun, Xianhai Bu, Fanlin Yang

“…The proposed method expands the original 18 sampling points to 8333 effective sampling points. …”
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Validation of the Breastfeeding Experience Scale in a Sample of Iranian Mothers by Forough Mortazavi, Seyed Abbas Mousavi, Reza Chaman, Ahmad Khosravi

“…The aim of this study was to validate the breastfeeding experience scale (BES) in a sample of Iranian mothers. …”
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Exploring the experiences of faculty members and graduate nursing students regarding academic counseling by Farshid Saeedinezhad, Fatemeh Vizeshfar

“…Participants included graduate students and faculty members from the Shiraz University of Medical Sciences Nursing Department. A purposive sampling method was used to select 10 participants. …”
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Adversarial example generation method for SAR images based on mask extraction by ZHANG Jianwu, NAI Hao, LI Jie, QIAN Jianhua, FANG Yinfeng

“…Experiments show that the attack success rate of SAR image adversarial samples generated by this method is increased by 10%～15% than that of traditional methods when attacking defense models.…”
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