Quantitative Evaluation of Rotational Wood Welding Joint Strength Based on Regression of Data Sets by Yun Xu, Xuejiao Wang, Aleksandr G. Chernykh, Roshchina I. Svetlana, Pavel S. Koval, Egor V. Danilov, Anatoly Y. Naichuk

“…This study aimed to enhance rotational wood welding technology by developing a simplified prediction model for pull-out strength. …”
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Analysis of Regional Spatial Characteristics and Optimization of Tourism Routes Based on Point Cloud Data from Unmanned Aerial Vehicles by Yu Chen, Hui Zhong, Jianglong Yu

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ANALYSIS OF CONSTRUCTION-RELATED FACTORS AFFECTING THE EFFICIENCY OF CONSTRUCTION LABOUR by Oluseyi J. ADEBOWALE, Ayodeji J. FAPOHUNDA

“…The study adopts mixed methodological approach, administering closed ended questionnaires to construction professionals on Western Cape and Gauteng construction sites, while experienced construction site supervisors were interviewed to validate quantitative data obtained. Statistical Package for Social Sciences (Version 22) and content analysis were used respectively to analyse data obtained. …”
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Does Proximity to MRT Stations Affect Online Shopping Use? An Analysis Using Data from Japan and New York by Yusei Onuma, Takanori Sakai, Tetsuro Hyodo

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Subject-Independent Cuff-Less Blood Pressure Monitoring via Multivariate Analysis of Finger/Toe Photoplethysmography and Electrocardiogram Data by Seyedmohsen Dehghanojamahalleh, Peshala Thibbotuwawa Gamage, Mohammad Ahmed, Cassondra Petersen, Brianna Matthew, Kesha Hyacinth, Yasith Weerasinghe, Ersoy Subasi, Munevver Mine Subasi, Mehmet Kaya

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VivaxGEN: An open access platform for comparative analysis of short tandem repeat genotyping data in Plasmodium vivax populations. by Hidayat Trimarsanto, Ernest D Benavente, Rintis Noviyanti, Retno Ayu Setya Utami, Leily Trianty, Zuleima Pava, Sisay Getachew, Jung-Yeon Kim, Youn-Kyoung Goo, Sonam Wangchuck, Yaobao Liu, Qi Gao, Simone Dowd, Qin Cheng, Taane G Clark, Ric N Price, Sarah Auburn

“…This paper describes VivaxGEN (http://vivaxgen.menzies.edu.au), a web-based platform that has been developed to support P. vivax short tandem repeat data sharing and comparative analyses.…”
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Examining Emotional Reactions to the COVID-19 Crisis Through Twitter Data Analysis: A Comparative Study of Classification Techniques by Saira Yaqub, Muhammad Shoaib, Abdul Jaleel, Syed Khaldoon Khurshid, Shazia Arshad, Riaz Ahmad Ziar

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Progression of Heart Failure in People with Type 2 Diabetes in Germany: An Analysis Using German Health Insurance Claims Data by Keni Cheng-Siang Lee, Tobias Wagner, Adee Kennedy, Michael Wilke

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Analysis of lipid-lowering therapy depending on socio-demographic factors in primary health care: data from the ARGO study by A. S. Safaryan, V. A. Vygodin

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Application of chemometric analysis using physicochemical and chromatographic data to differentiate the origin of plant protection products containing trinexapac-ethyl by Patrycja Marczewska, Joanna Rolnik, Tomasz Stobiecki

“…Chemometric tools such as principal component analysis (PCA), hierarchical clustering analysis (HCA), and Soft Independent Modeling of Class Analogy (SIMCA) facilitated data interpretation, revealing distinct clusters of samples based on their chemical fingerprints. …”
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A Hiplot‐based web service for cold atmospheric plasma high‐throughput data integration and analysis on breast cancer by Xiaofeng Dai, Mingjie Wang, Yang Liu

“…It can analyze each type of omics data regarding differentially expressed biomarkers, expression landscape, gene ontology analysis, pathway interpretation, gene set enrichment analysis, and protein‐protein interaction network. …”
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OpenCyto: an open source infrastructure for scalable, robust, reproducible, and automated, end-to-end flow cytometry data analysis. by Greg Finak, Jacob Frelinger, Wenxin Jiang, Evan W Newell, John Ramey, Mark M Davis, Spyros A Kalams, Stephen C De Rosa, Raphael Gottardo

“…Technological advances in cytometry instrumentation are increasing the size and dimensionality of data sets, posing a challenge for traditional data management and analysis. …”
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Detecting cell-type-specific allelic expression imbalance by integrative analysis of bulk and single-cell RNA sequencing data. by Jiaxin Fan, Xuran Wang, Rui Xiao, Mingyao Li

“…To overcome this limitation and utilize the vast amount of existing disease relevant bulk tissue RNA-seq data, we developed BSCET, which enables the characterization of cell-type-specific AEI in bulk RNA-seq data by integrating cell type composition information inferred from a small set of scRNA-seq samples, possibly obtained from an external dataset. …”
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Construction of a Sparse Covariance Matrix Based on Statistical Data Analysis and Its Use in Choosing an Optimal Portfolio of Securities by V. A. Gorelik, T. V. Zolotova

“…All necessary primary calculations and studies are performed in Microsoft Excel; the functions of the Python programming language are used for automation and implementation of the graphical interface.Results. The analysis of the methods used to make investment decisions was carried out and the use of each of them for specific stock market data was justified. …”
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Integrating analysis of multi-omics summary data identifies novel plasma protein biomarkers and drug targets for bladder cancer by Jinlong Cao, Siyu Chen, Jirong Wang, Xinpeng Fan, Shanhui Liu, Jiaqi Shan, Xiaoran Li, Li Yang

“…Then, we validated these proteins through various methods, including meta-analysis, reverse MR, Bayesian co-localization analysis and summary-data-based MR (SMR), and pathogenic plasma proteins were divided into three layers according to the validation confidence. …”
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Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks by Magdalena Fafrowicz, Marcin Tutajewski, Igor Sieradzki, Jeremi K. Ochab, Jeremi K. Ochab, Anna Ceglarek-Sroka, Koryna Lewandowska, Tadeusz Marek, Barbara Sikora-Wachowicz, Igor T. Podolak, Paweł Oświęcimka, Paweł Oświęcimka, Paweł Oświęcimka

“…The best performance was achieved by the LGBM classifier with 1-time point input data during memory retrieval and a convolutional neural network during the encoding phase. …”
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A Multiphysics Dataset Generation Procedure for the Data-Driven Modeling of Traction Electric Motors by Simone Ferrari, Luigi Solimene, Riccardo Torchio, Costanza Anerdi, Fabio Freschi, Luca Giaccone, Gianmarco Lorenti, Francesco Lucchini, Piergiorgio Alotto, Gianmario Pellegrino, Maurizio Repetto

“…One of the main novelties of this approach is that geometrical and physical data of the motor configuration are shared among different analysis codes. …”
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Expression Characteristics and Prognostic Value of KLRG2 in Endometrial Cancer: A Comprehensive Analysis Based on Multi-Omics Data by Xiaoyan Huang, Ailian Li, Dianbo Xu

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Water Volume and 3D Topographic Analysis of Hub Dam, Karachi, Using Remote Sensing and Global Bathymetry Data by Imran Ahmed Khan, Altaf Hussain Lahori

“…Results: Hub Dam 3D model is developed. The approaches is enhancing visualization of the dam's water volume and terrain features to support detailed hydrological analysis. 3D volumetric analysis estimates with total water volume at approximately 79.954 · 106 m3. …”
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Gestational weight gain in low-income and middle-income countries: a modelling analysis using nationally representative data by Goodarz Danaei, Wafaie W Fawzi, Enju Liu, Anne Marie Darling, Dongqing Wang, Nandita Perumal

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