Comparative Analysis of Time Series Prediction Algorithms on Multiple Network Function Data of NWDAF by Dasheng Chen, Qi Song, Yinbin Zhang, Ling Li, Zhiming Yang

“…In comparison to 4G technology, 5G technology brings forth a host of new features, one of which is the network data analytics function (NWDAF). This function grants network operators the flexibility to either employ their own data analytics methodologies based on machine learning (ML) and deep learning (DL) into their networks. …”
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DSLE2 random-effects meta-analysis model for high-throughput methylation data by Nan Wang, Yang Zhou, Fengping Zhu, Shuilin Jin

“…Meta-analysis can quantitatively combine high-throughput sequencing data from the the same topic. …”
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Cross-country comparative analysis of climate resilience and localized mapping in data-sparse regions by Ronald Katende

“…Second, a localized mapping approach is developed that integrates sparse field data with satellite-derived indicators. …”
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Correlation Analysis between Residents’ Income Satisfaction and Mental Health Based on Big Data by Yile Wang, Hanbing Li, Brian Sheng-Xian Teo, Adam Amril Jaharadak

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Introducing MagBERT: A language model for magnesium textual data mining and analysis by Surjeet Kumar, Russlan Jaafreh, Nirpendra Singh, Kotiba Hamad, Dae Ho Yoon

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Discovering the Structure of Knowledge in Urban Data Mining Using Vocabulary Co-occurrence Analysis by Enayat Alah Mohaghegh Nasab, Mahmoud Mohamadi

“…In the current study, which is development in terms of purpose and descriptive-analytical in terms of method; It is taken from the co-occurrence analysis of words for further analysis and understanding of the field of urban data mining. …”
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Combination of machine learning and data envelopment analysis to measure the efficiency of the Tax Service Office by Shofinurdin Soffan, Arif Bramantoro, Ahmad A. Alzahrani

“…To assess the performance efficiency of decision-making units (DMUs), data envelopment analysis (DEA) is commonly employed. …”
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Energy efficiency evaluation of construction projects using data envelopment analysis and Tobit regression by Muzaffar Iqbal, Junhai Ma, Zulqarnain Mushtaq, Naveed Ahmad, Muhammad Zain Yousaf, Bashar Tarawneh, Wajid Khan, Mukesh Pushkarna, Ievgen Zaitsev

“…This research introduces a novel, integrated approach combining Data Envelopment Analysis (DEA) and Tobit regression to evaluate and enhance EE in construction projects. …”
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DataLab as a Service: Distributed Computing Framework for Multi-Interactive Analysis Environments by Aida Palacio Hoz, Andres Heredia Canales, Ezequiel Cimadevilla Alvarez, Marta Obregon Ruiz, Alvaro Lopez Garcia

“…During the current data era, data analysis across multiple disciplines has become a critical task for researchers to obtain meaningful insights and solve complex problems that are immeasurable using traditional technologies. …”
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Analysis of medication rule of Traditional Chinese Medicine in treating depression based on data mining by Jin Yang, Shuai Wang, Zhen Zhang, Junjie Huang, Weihai Chen, Zhan Xu

“…This study aims to explore the medication pattern of Traditional Chinese Medicine (TCM) treatment for depression through data mining methods, so as to provide scientific theoretical basis and reference for clinical treatment and new prescription development. …”
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A discrete time model for the analysis of medium-throughput C. elegans growth data. by Marjolein V Smith, Windy A Boyd, Grace E Kissling, Julie R Rice, Daniel W Snyder, Christopher J Portier, Jonathan H Freedman

“…The use of this technology requires the development of mathematical and statistical tools to properly analyze the large volumes of biological data.…”
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The Constant Comparative Method of Qualitative Analysis by Barney G. Glaser

“…We wish to suggest a third approach to the analysis of qualitative data- one that combines, by an analytic procedure of constant comparison, the explicit coding procedure of the first approach and the style of theory development of the second. …”
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PROSPECTIVE ANALYSIS DATA OF FLOW AND FORECASTING OF MAXILLOFACIAL PHLEGMON IN VARIOUS MEDICAL-GEOGRAPHIC CONDITIONS by H.P. Ruzyn, Y.O. Pokhodenko-Chudakova, S.N. Hryhorov, E.N. Vakulenko, V. O. Krainia

“…It consists in the following: admission of the patient to the hospital, making all the necessary data and subjecting to computer processing and, depending on the results obtaining express forecast and the correction of the treatment regimen. …”
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Electrical Model Analysis for Bifacial PV Modules Using Real Performance Data in Laboratory by Valentina González Becerra, Patricio Valdivia-Lefort, Rodrigo Barraza, Jesús García García

“…This framework aims to establish a common basis for comparison and verify the applicability of each model by contrasting it with experimental data under controlled conditions of irradiance and temperature. …”
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Navigating family-witnessed resuscitation in hospitals: content analysis of free-text survey data by Annette Waldemar, Ingela Thylén

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Summary and Analysis of Digital Pain Manikin Data in Adults With Pain Experience: Scoping Review by Darcy Alex Murphy, Syed Mustafa Ali, Shellie Ann Boudreau, William Dixon, David Wong, Sabine N van der Veer

“…MethodsWe conducted a scoping review to systematically identify studies that used digital pain manikins for data collection and reported summary measures or analysis of the resulting digital pain drawings. …”
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Mining detailed information from the description for App functions comparison by Huaxiao Liu, Xinglong Yin, Shanshan Song, Shanquan Gao, Mengxi Zhang

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An Empirical Analysis of Mental Health and Social Support in the Elderly of Different Age Groups: A Survey and Analysis of Data from China by Huiyuan Qiang, Lin Liu

“…The study is structured as follows: the second part contains data sources and statistical methods. The third part is the analysis of empirical results. …”
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Investigation of cell development and tissue structure network based on natural Language processing of scRNA-seq data by Suwen Wei, Yuer Lu, Peng Wang, Qichao Li, Jianwei Shuai, Qi Zhao, Hai Lin, Yuming Peng

“…This provides a valuable tool for single-cell data analysis.…”
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The development of models of an analytical data processing system for monitoring information security of an informatization object using cloud infrastructure by V. A. Sizov, A. D. Kirov

“…The following limitations are suggested: limitation on the time of making a decision on an incident; limitation on the degree of quality of analysis of information security events by the analytical data processing system and limitation on the compatibility of data analysis functions with data types about information security events. …”
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