Data-Driven Customer Segmentation and Marketing Strategies in Grocery Retail by Song Yiyang

“…After preprocessing steps like handling missing values, encoding categorical variables, and standardizing data, Principal Component Analysis (PCA) reduced the dimensionality of the data. …”
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Determinants of Auditor’s Ethical Sensitivity: Data from South Kalimantan by Widya Ais Sahla, Nurul Mukhlisah, Lea Emilia Farida

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Primary care need and engagement by people with criminal legal involvement: Descriptive and associational analysis using retrospective data on the entire population ever detained i... by Michele M Easter, Nicole L Schramm-Sapyta, Marvin S Swartz, Maria A Tackett, Lawrence H Greenblatt

“…Detention records 2014-2020 were merged with data from an electronic health record with excellent coverage of local primary care, emergency, and hospital services. …”
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Data selection strategies for minimizing measurement time in materials characterization by Alexander Liehr, Kristina Dingel, Daniel Kottke, Sebastian Degener, David Meier, Bernhard Sick, Thomas Niendorf

“…The present study highlights that specific selection strategies, taking into account the prevailing microstructure of the alloy in focus, can decrease counting times in X-ray energy dispersive diffraction experiments without any detrimental effect on data quality for the subsequent analysis. All relevant data, including the code, are carefully assessed and will be the basis for a widely adapted strategy enabling efficient measurements not only in lab environments but also in large-scale facilities.…”
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Small earthquake location via machine learning with insufficient data by Ji Zhang, Aitaro Kato, Huiyu Zhu, Jie Zhang

“…Abstract A comprehensive earthquake catalog plays a crucial role in enhancing our understanding of earthquake activity and generation mechanisms. However, due to the low station density and data quality limitations, numerous small earthquakes remain undetected and unlocated. …”
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Optimisation of Criminal Data Clustering Model using Information Gain by Prih Diantono Abda’u, Ratih Hafsarah Maharrani, Muhammad Nur Faiz, Oman Somantri

“…Crime is a phenomenon that significantly impacts society, necessitating mapping efforts that can be utilized for further analysis. Clustering, as a data analysis technique, groups objects based on similarities or differences in their characteristics. …”
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Disaggregate models with aggregate data: Two UrbanSim applications by Zachary Patterson, Marko Kryvobokov, Fabrice Marchal, Michel Bierlaire

“…While such data are not always easily available, most regions have readily available data in a more aggregate form, often at the level of traffic analysis zone (TAZ) or other municipal divisions. …”
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Peskas: Automated analytics for small-scale, data-deficient fisheries by Lorenzo Longobardi, Villiam Sozinho, Hamza Altarturi, E. Fernando Cagua, Alexander Tilley

“…Peskas was designed as a low-cost solution to tackle this problem, providing a template workflow for ingestion and analysis to a decision dashboard, which can be adapted to different contexts and needs.…”
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Data product pricing strategy: exclusive or non-exclusive pricing by XU Yixuan, WU Bing

“…Price discrimination and the mutual influence among various parties in the trading market were taken into account. A comparative analysis was conducted between the pricing strategies of “exclusive pricing” and “non-exclusive pricing” for data products. …”
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Strengthening Immunization Data: Protocol for the Evaluation of an Electronic Immunization Register by Meru Sheel, Cyra Patel, Gemma Saravanos, Michelle Lynch, Adeline Tinessia, Niramonh Chanlivong, Mathida Thongseng, Praveena Gunaratnam, Chansay Pathammavong, Kongxay Phounphenghack, Yongjoon Park, Sisouveth Norasingh, Dheeraj Bhatt, Nyambat Batmunkh, Marcela Contreras, M. Carolina Danovaro-Holliday

“…Data analysis is currently ongoing, with results expected to be shared with study stakeholders in October 2024. …”
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Data product pricing strategy: exclusive or non-exclusive pricing by XU Yixuan, WU Bing

“…Price discrimination and the mutual influence among various parties in the trading market were taken into account. A comparative analysis was conducted between the pricing strategies of “exclusive pricing” and “non-exclusive pricing” for data products. …”
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Developing Clinical Phenotype Data Collection Standards for Research in Africa by Lyndon Zass, Katherine Johnston, Alia Benkahla, Melek Chaouch, Judit Kumuthini, Fouzia Radouani, Liberata Alexander Mwita, Nihad Alsayed, Taryn Allie, Dassen Sathan, Upendo Masamu, Milaine Sergine Seuneu Tchamga, Tsaone Tamuhla, Chaimae Samtal, Victoria Nembaware, Zoe Gill, Samah Ahmed, Yosr Hamdi, Faisal Fadlelmola, Nicki Tiffin, Nicola Mulder

“…In this regard, the Phenotype Harmonisation Working Group (PHWG) of the Human Heredity and Health in Africa (H3Africa) consortium aimed to facilitate phenotype standardisation by both promoting the use of existing data collection standards (hosted by PhenX), adapting existing data collection standards for appropriate use in low- and middle-income regions such as Africa, and developing novel data collection standards where relevant gaps were identified. …”
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Non-utilization of selected newborn postnatal care and associated factors among postpartum women in East Africa: a multilevel mixed-effect analysis using the most recent DHS data 2... by Berhan Tekeba, Tadesse Tarik Tamir, Alebachew Ferede Zegeye

“…The DHS is the global data collection initiative that provides detailed and high-quality data on population demographics, health, and nutrition in low- and middle-income countries. …”
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New Experimental Data of CO2 Solubility in an Amine Solvent by Stefania Moioli, Valentina Schiattarella

“…With the aim of overcoming the issues due to the lack of experimental data on novel systems, an experimental unit has been installed at the Process Thermodynamics laboratory (PT lab) of Politecnico di Milano aimed at collecting data of solubility and diffusivity of gases into low volatile liquids that could be used as solvents for CO2 capture. …”
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Enhancing Real Estate Data Analytics Education with Digital Badges by Jeffrey G. Robert, Marc R. Zaldivar, Helen Ajao, Zhenhuan Yang

“…Real Estate statistical courses provide foundational content for students in business programs to be proficient in data analytics and management science skills. Not only are these skills essential for future real estate finance and investment analysis courses, but also they are highly demanded by real estate employers. …”
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Directions of emerging structural changes in the use of biometric data in Russia by N. S. Seliverstova

“…Results: the article describes approaches to the use of biometric data in some regions of the world, identifies the risks and potential benefits of wider use of biometric data, summarizes the main trends in the use of biometric personal data in Russia, presents a comprehensive author’s approach to the analysis of structural changes in the economy, taking as an example thedevelopment of solutions using biometric personal data for the identification of individuals.   …”
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Reidentification of hybridization events with transcriptomic data and phylogenomic study in Seabuckthorn by Hui Zhang, Zhiqi Wang, Xue Su, Dong Han, Lujie Yang, Ying Zhang, Jing Fang, Jingyuan Wang, Kun Sun

“…Additionally, we discuss limitations specific to SNP calling from transcriptomic data—such as allele-specific expression and low transcript abundance—which may lead to the misclassification of heterozygous sites as homozygous. …”
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Effective k-nearest neighbor models for data classification enhancement by Ali A. Amer, Sri Devi Ravana, Riyaz Ahamed Ariyaluran Habeeb

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Challenges in data collection for enhancing productivity in Brazilian industrial processes by Haroldo Lhou Hasegawa, Rafael Sene de Lima, Vidal Dias da Mota Junior, Ricardo Luiz Perez Teixeira

“…Goal: To understand the underlying reasons for low productivity in medium-sized metalworking companies and to evaluate the effectiveness of the productivity improvement techniques that have been implemented. …”
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Mental well-being and job satisfaction in general practitioners in Denmark and their patients’ change of general practitioner: a cohort study combining survey data and register dat... by Peter Vedsted, Anette Fischer Pedersen, Karen Busk Nørøxe, Anders Helles Carlsen, Flemming Bro

“…Associations between patients’ COGP in the 6-month study period (from May 2016) and the job satisfaction/well-being of their GP were estimated as risk ratios (RRs) at the individual patient level using binomial regression analysis. Potential confounders were included for adjustment.Participants The study cohort included 569 776 patients aged ≥18 years listed with 409 GPs in single-handed practices.Results COGP was significantly associated with occupational distress (burnout and low job satisfaction) in the GP. …”
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