A new open dataset from a milling process – data for classification and estimation of tool life by Grzegorz Piecuch, Tomasz Żabiński

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ARCHITECTURE OF MODERN SYSTEMS OF MANAGING A SCIENTIFIC EXPERIMENT IN THE FIELD OF BIG DATA PROCESSING by Anastasiia Y. Kaida, Aleksei O. Savelev

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A comparative study of forecasting methods using real-life econometric series data by Cláudia Eliane da Matta, Natália Maria Puggina Bianchesi, Milena Silva de Oliveira, Pedro Paulo Balestrassi, Fabiano Leal

“…Therefore, due to the concerns about the performance of different forecasting methods to solve economic problems, this study contributes with an example of the forecasting performance of artificial neural network models compared with Gaussian process regression using Nelson-Plosser and U.S. macroeconomic real-life data sets. …”
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Life Test System of Train Driver Controller Based on LabVIEW Software by YUAN Bizhen, ZHAO Huailin, WANG Suxiao, ZHU Jianxin, ZHU Jihong

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Implementation of a Community Data Processing System Based on Data Mining by Li Li

“…This research focuses on the implementation of community data processing systems based on data mining. Firstly, data preprocessing analysis is carried out, the realization of data storage and cache is studied, the process and characteristics of cluster analysis are studied in detail, and the simulation results of a community data processing system based on data mining are summarized. …”
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Cradle-to-gate life cycle assessment of hemp utilization for biocomposite pellet production: A case study with data quality assurance process by Niloofar Akbarian-Saravi, Taraneh Sowlati, Abbas S. Milani

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Healthcare trajectories of aging individuals during their last year of life: application of process mining methods to administrative health databases by Delphine Bosson-Rieutort, Alexandra Langford-Avelar, Juliette Duc, Benjamin Dalmas

Subjects: “…Process mining…”
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The Degradation Process Modeling and Shelf Life Prediction of Drug by ZHOU Zhen, LI Han-bin, QI Jia, MA De-zhong

“…To solve the problem of individual difference in the same batch cannot be considered during the traditional degradation process modeling, an effective method is proposed to fuse priori degenerate data with site degraded data which can predict shelf life for the monolithic drug and new drugs Determining the distribution of model parameters based on prior information, fusion of field data to update parameters by Bayes On this basis, predict the shelf life of the monolithic drug The results show that the No5 loaded and bottled drugs’ shelf life predicted values are 4395 and 4747 weeks The relative errors are 0043 and 0051 And the feasibility of fusing degradation data to predict the shelf life of the monolithic drug and new drugs is verified…”
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Best practices in the real-world data life cycle. by Joe Zhang, Joshua Symons, Paul Agapow, James T Teo, Claire A Paxton, Jordan Abdi, Heather Mattie, Charlie Davie, Aracelis Z Torres, Amos Folarin, Harpreet Sood, Leo A Celi, John Halamka, Sara Eapen, Sanjay Budhdeo

“…We delineate best practices that will add value to current data pipelines. Seven themes are highlighted that ensure sustainability and scalability for RWD life cycles: data standards adherence, tailored quality assurance, data entry incentivization, deploying natural language processing, data platform solutions, RWD governance, and ensuring equity and representation in data.…”
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The first data on the role of rhyncholites in the process of epibiota by E. S. Gaponenko, M. A. Ulshin, V. N. Komarov

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EVERYDAY LIFE AND DEMOGRAPHIC PROCESSES IN VIRGIN LANDS OF ORENBURG REGION by O. Kuznetsova

“…Almost all demographic statistics are compared with the average Soviet, which allows one to determine the characteristics of demographic processes in the virgin lands. Thus, the conclusions about the previously unexplored impact of demographic processes on the daily life of the irst ones who worked on virgin land are made. …”
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Sociological Investigating of the Urban Life of Isfahan and its Improvement Process by Seyed Ali Hashemianfar, Ahmad Mehrshad, Nariman Mohammadi, Mohammad Heidary

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Standardized Approach to Life History Data Collection in Poeciliid Fishes by Erik S. Johnson

“…Here, I present a standardized approach to studying life history traits in livebearing fishes. I describe methods for preserving samples in the field, for collecting data on a standard set of life history traits, and for processing data in ways that will allow comparisons among studies. …”
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SURGERY IMPACT ON LIFE QUALITY DATA IN CHILDREN WITH DETACHED RETINA by A. N. Sergienko, V. V. Dashina, A. V. Malishev, O. I. Lisenko, S. V. Yanchenko

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Life cycle inventory data generation for yogurt packaging in Austria by Bianca Köck, Philipp Spatt, Vasiliki-Maria Archodoulaki, Bettina Mihalyi-Schneider

“…This study addresses a critical gap in life cycle assessment (LCA) data for yogurt packaging within the Austrian market, emphasizing the need for accurate, localized information on packaging materials, transport distances, and end-of-life processes. …”
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Nursing process in the everyday life of nurses in Psycho-Social Attention Centers by Paula Fernanda Lopes, Ana Paula Rigon Francischetti Garcia, Vanessa Pellegrino Toledo

“…This study aimed at understanding the achievement of Nursing process in the everyday life of the nurse in Psychosocial Attention Centers. …”
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Nursing process in the everyday life of nurses in Psycho-Social Attention Centers by Paula Fernanda Lopes, Ana Paula Rigon Francischetti Garcia, Vanessa Pellegrino Toledo

“…This study aimed at understanding the achievement of Nursing process in the everyday life of the nurse in Psychosocial Attention Centers. …”
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LIFE CYCLE INVENTORY (LCI) OF A MECHANICAL GEARBOX MANUFACTURING PROCESS by Roxane Oliveira, Carlos Alberto Mendes Moraes, Regina Célia Espinosa Modolo

“…In this study, a simplified LCA was applied to the manufacturing process of a mechanical gearbox. Primary data from a life cycle inventory (LCI) were used to determine the mass balance of solid metallic waste per functional unit (FU) and energy balance. …”
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The Role of Sensory Processing Sensitivity and Self-management on Quality of Life in Multiple Sclerosis by Babak Bakhshayesh Eghbali, Mozaffar Hosseini-Nejad, Sajjad Saadat, Masoome Babaee, Kimia Eyvani, Kosar Kohandel, Masoud Shabani Chobe

“…Background: Multiple sclerosis (MS) symptoms lead to functional impairments that predict limitations, unemployment and withdrawal from social or leisure activities and affect the health-related quality of life (HRQOL). Sensory processing sensitivity (SPS) and self-management are important factors affecting HRQOL in people with MS. …”
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Expected Competencies and Capabilities of Data Librarians in Research Data Management According to the Harvard Biomedical Data Life Cycle: A Scoping Review by Zohreh Ehteshami, Azam Shahbodaghi, Mohammad Javad Mansourzadeh

“…The aim of this study is to identify the expected competencies and capabilities for data librarians in research data management according Harvard Biomedical Data Life Cycle. …”
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