A Data Model and Method Framework for Cyberspace Map Visualization by Zheng Zhang, Chenghu Zhou, Minjie Chen, Yibing Cao, Shaojing Fan

“…This model is designed to support both the visualization of data maps and the analysis of complex networks and graph layouts. …”
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Leadership for Student Participation in Data-Use Professional Learning Communities by Hilde Forfang, Cindy Louise Poortman, Mette Marit Jenssen, Kim Schildkamp

“…This study therefore focuses on the question how school leaders can support teachers in connection with student participation in data-use PLCs. Based on previous research, we used leadership core functions needed for successful PLCs to describe school leaders’ roles in an approach to student participation that combines the pedagogical analysis model and Shier’s model for student participation. …”
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Classification of Continuous Sky Brightness Data Using Random Forest by Rhorom Priyatikanto, Lidia Mayangsari, Rudi A. Prihandoko, Agustinus G. Admiranto

“…Good handling of a pile of sky brightness data includes evaluation and classification of the data according to its quality and characteristics such that further analysis and inference can be conducted properly. …”
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greenfeedr: An R package for processing and reporting GreenFeed data by Guillermo Martinez-Boggio, Patrick Lutz, Meredith Harrison, Kent A. Weigel, Francisco Peñagaricano

“…This challenge motivated us to develop an R package named greenfeedr that offers functions for downloading, processing, and reporting GreenFeed data. …”
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Data collection method for creating digital twin of planted forests by Sukhanov Yuriy V., Vasilev Aleksey S.

“…The existing digital models of forest stands provide data on the size, species, and categories of technical feasibility of forest plants. …”
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NLP modeling recommendations for restricted data availability in clinical settings by Fabián Villena, Felipe Bravo-Marquez, Jocelyn Dunstan

“…Abstract Background Clinical decision-making in healthcare often relies on unstructured text data, which can be challenging to analyze using traditional methods. …”
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Single-cell data combined with phenotypes improves variant interpretation by Timothy Chapman, Timo Lassmann

“…Methods To test this hypothesis, we developed IMPPROVE, a new tool that constructs phenotype-specific ensemble models integrating CADD scores with bulk and single-cell gene expression data. …”
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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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Lumpy skin disease in the Middle East – historical and statistical data by Ya. Khatib

“…Analysis of historical and statistical data on clinical lumpy skin disease in the Middle Eastern countries.Materials and methods. …”
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MONITORING DATA AGGREGATION OF DYNAMIC SYSTEMS USING INFORMATION TECHNOLOGIES by Dmytro Shevchenko, Mykhaylo Ugryumov, Sergii Artiukh

“…The software for training and testing autoencoders was developed, the dynamic system monitoring data set, and the steps for pre-training the data set were described. …”
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Detection of Movement and Lead-Popping Artifacts in Polysomnography EEG Data by Nishanth Anandanadarajah, Amlan Talukder, Deryck Yeung, Yuanyuan Li, David M. Umbach, Zheng Fan, Leping Li

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IDENTIFICATION OF SMALL LAKES IN KAZAKHSTAN USING REMOTE SENSING DATA by Akmaral Tolepbayeva, Dinara Abiyeva, Roza Karagulova, Aigerim Tanbayeva, Zhanerke Sharapkhanova

“… The purpose of this study is to develop a methodology for automated determination of water surfaces and identification of small lakes in Kazakhstan using cartographic methods and an array of multi-time remote sensing (RS) data. …”
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Neurorights, Neurotechnologies and Personal Data: Review of the Challenges of Mental Autonomy by Y. Cornejo

“…The focus of this research is bibliometric data and its design is non-experimental with a cross-sectional and descriptive, using content analysis based on PRISMA model.Results: the study emphasizes the need to establish clear ethical principles to protect individual rights and promote responsible use of neurotechnologies; a number of problems of mental autonomy were identified, such as improper handling of information, lack of legal security guarantees, violation of rights and freedoms in the medical sphere. …”
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Machine Learning with Administrative Data for Energy Poverty Identification in the UK by Lin Zheng, Eoghan McKenna

“…We develop machine learning models using data from the English Housing Survey that serves as a proxy for administrative data. …”
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A Data-Driven Approach for Rathke’s Cleft Cysts Management by Alberto D’Amico, Martina Cappelletti, Nicola Bresolin, Elisabetta Marton, Luca Denaro, Giuseppe Canova

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Dna-storalator: a computational simulator for DNA data storage by Gadi Chaykin, Omer Sabary, Nili Furman, Dvir Ben Shabat, Eitan Yaakobi

“…The rates are based on comprehensive analysis of data from previous experiments but can also be customized. …”
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A data-driven approach exploring the entrepreneurial-managerial spectrum by Alexa Booras, Jan Auernhammer, Katerina Monlux, Jennifer Bruno, Sahar Jahanikia, Hua Xie, Neeraj Sonalkar, Manish Saggar

“…Exploratory factor analysis revealed five latent factors driving variance in our data: Negative Emotions, Fulfillment and Support, Creative Capacity, Collaborative Personality, and Decision-Making Avoidance and Hypervigilance. …”
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A Semantic Approach for Linked Model, Data, and Dataspace Cards by Andy Donald, Apostolos Galanopoulos, Edward Curry, Emir Munoz, Ihsan Ullah, M. A. Waskow, Manan Kalra, Sagar Saxena, Talha Iqbal

“…A significant contribution is the development of a vocabulary that unifies Data, Model and Dataspace Card ontologies, enhancing consistent documentation and understanding of the Dataspace design. …”
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The Importance of Clinical Data for the Diagnosis of Breast Tumours in North Afghanistan by Gerhard Stauch, Peter Fritz, Rauofi Rokai, Atiq Sediqi, Haroon Firooz, Hans Ullrich Voelker, Michael Weinhara, Joachim Mollin, Bishara Soudah, Peter Dalquen, Friedhelm Brinckmann, Jürgen Dippon

“…The study comprises a total of 567 cases, which were presented to experts via telemedicine for final diagnosis. 62 cases (10.9%) were excluded due to inacceptable data or insufficient image quality. These data provided by daily diagnostic classification were used for the built-up of a profile for each frequent breast disease and a breast cancer register. …”
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Epidemiological status, development trends, and risk factors of disability-adjusted life years due to diabetic kidney disease: A systematic analysis of Global Burden of Disease Stu... by Jiaqi Li, Keyu Guo, Junlin Qiu, Song Xue, Linhua Pi, Xia Li, Gan Huang, Zhiguo Xie, Zhiguang Zhou, Jinjiao Li

“…Based on the Global Burden of Diseases (GBD) Study 2021, data on DKD due to type 1 diabetes (DKD-T1DM) and type 2 diabetes (DKD-T2DM) were analyzed by sex, age, year, and location. …”
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