Time Series Remote Sensing Image Classification with a Data-Driven Active Deep Learning Approach by Gaoliang Xie, Peng Liu, Zugang Chen, Lajiao Chen, Yan Ma, Lingjun Zhao

“…For representativeness, we use the K-shape method to cluster time series data. …”
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Application of Historical Comprehensive Multimodal Transportation Data for Testing the Commuting Time Paradox: Evidence from the Portland, OR Region by Huajie Yang, Jiali Lin, Jiahao Shi, Xiaobo Ma

“…There is a discrepancy between studies applying aggregate analysis and those using disaggregate analysis, and differences in data collection may have contributed to the varying conclusions reported in the literature. …”
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The evolution of outpatient dispensing services in Thailand’s hospitals: what has been done and where are we heading? by Trisak Chetsurakarn, Nattapong Khansai, Alisara Sangviroon Sujarit, Osot Nerapusee, Sanguan Lerkiatbundit, Puree Anantachoti

“…Descriptive statistics and content analysis were used for data analysis.Results Data from 189 public hospitals were analysed. …”
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DNA Extraction Methodology has a Limited Impact on Multitaxa Riverine Benthic Metabarcoding Community Profiles by Lindsay K. Newbold, Joe D. Taylor, Amy C. Thorpe, Jonathan Warren, Kerry Walsh, Daniel S. Read

“…However, a wide diversity of life has not been targeted previously, which may serve as important indicators of water quality. …”
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The virulence regulator AbsR in avian pathogenic Escherichia coli has pleiotropic effects on bacterial physiology by Dongfang Zhao, Haobo Zhang, Xinyang Zhang, Fengwei Jiang, Yijing Li, Wentong Cai, Ganwu Li

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How has scientific literature addressed crop planning at farm level: A bibliometric-qualitative review by Aniket Deo, Namita Sawant, Amit Arora, Subhankar Karmakar

“…This enabled an understanding the main characteristics of CP literature and answer how CP has been addressed at farm level.1516 publications were selected in first phase after which 652 were screened using bibliometric analysis software, VOSviewer and CiteSpace, in second phase to identify research hotspots and recent trends. …”
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Has the Voluntary Disclosure Program Run Optimally? Insights from a Primary Tax Office in Wates by Dewi Wulaningrum Puspita, Kusumastuti Wardana Linda, Shujahat Ali, Nafiati Lulu, Cici Setyaningrum

“…The data analysis technique used qualitative methods to analyze the level of taxpayer compliance with the voluntary disclosure program. …”
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Why the Real Atmosphere Has More Energy than Climate Models: Implications for Ground-Based Telescopes by Adrian F. Tuck

“…Both climate models and meteorological analyses assume that it is. Satellite retrievals use spectroscopic data taken at equilibrium in laboratories, leading to apparent consistency that is to some degree faulty. …”
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HAS HEMATOPOIETIC STEM CELL TRANSPLANTATION A ROLE IN THE TREATMENT OF CHILDREN AND ADOLESCENTS WITH ACUTE PROMYELOCYTIC LEUKEMIA? by Anna Maria Testi

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Fusion Mechanisms for Human Activity Recognition Using Automated Machine Learning by Ana-Cosmina Popescu, Irina Mocanu, Bogdan Cramariuc

“…Information from all channels of a 3D video (RGB and depth data, skeleton and context objects) is merged by independently passing these data streams through 2D convolutional neural networks. …”
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How to use relevant data for maximal benefit with minimal risk: digital health data governance to protect vulnerable populations in low-income and middle-income countries by Nicki Tiffin, Asha George, Amnesty Elizabeth LeFevre

“…Globally, the volume of private and personal digital data has massively increased, accompanied by rapid expansion in the generation and use of digital health data. …”
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Core socioDemographic data variables in ICU Trials (CoDe-IT): a protocol for generating core data variables using a Delphi consensus process by Sangeeta Mehta, Srinivas Murthy, Karen E A Burns, Kirsten Fiest, John C Marshall, Fatima Sheikh, Alya Heirali, Karla D Krewulak, Katie O'Hearn, Kristine Russell, Scotty Kupsch, Christina Maratta

“…We aim to develop a set of core data variables (CoDaV) for social determinants of health specific to studies involving critically ill adults.Methods and analysis We will conduct a scoping review to generate a list of possible sociodemographic measures to be used for round 1 of the modified Delphi processes. …”
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Construct validity of measures of care home resident quality of life: cross-sectional analysis using data from a pilot minimum data set in England by Stephen Allan, Stacey Rand, Ann-Marie Towers, Kaat De Corte, Freya Tracey, Elizabeth Crellin, Therese Lloyd, Rachael E. Carroll, Sinead Palmer, Lucy Webster, Adam Gordon, Nick Smith, Gizdem Akdur, Anne Killett, Karen Spilsbury, Claire Goodman

“…Using data from a pilot Minimum Data Set (MDS) for care home residents from the Developing resources And minimum dataset for Care Homes’ Adoption (DACHA) study, we assessed the discriminant construct validity of QoL measures, using hypothesis testing to assess the factors associated with QoL. …”
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Mixed-reality-supported communication for professional home care: system, use, barriers and use cases by Cornelia Schneider, Cornelia Schneider, Philipp Rameder, Philipp Kolmann, Birgit Trukeschitz

“…It also aims to identify barriers and potential use cases for successful implementation. We applied a mixed-methods approach by combining usage data measurement and focus group interviews. …”
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Finding projection in the two-stage supply chain in DEA-R with random data using (CRA) model by Mohammad Reza Mozaffari, Sahar Ostovan

“…This paper shows a two-stage supply chain with random data and the CRA model with ratio data has been used to calculate the projection of DMUs. …”
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Improving Data Privacy in the Internet of Things by Using Artificial Immune System, in Regard with the Internet Limitations by Marzieh Faridi Masouleh, Ali Harounabadi, Asal Sayyad

“…By using the Internet limitations, this study discusses how to create a target function to protect data privacy in the Internet of Things. …”
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Predicting Coronavirus Pandemic in Real-Time Using Machine Learning and Big Data Streaming System by Xiongwei Zhang, Hager Saleh, Eman M. G. Younis, Radhya Sahal, Abdelmgeid A. Ali

“…The experimental results indicate that the RF model using the unigram feature extraction method has achieved the best performance, and it is used for sentiment prediction on Twitter streaming data for coronavirus.…”
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House Price Prediction of Real Time Data (DHA Defence) Karachi Using Machine Learning by Lata Bai Gokalani, Bhagwan Das, Dilip Kumar Ramnani, Mahender Kumar, Mazhar Ali Shah

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Increase Security of Li-Fi Technology by Using RSA Algorithm to Encryption and Decryption Important Data by Mohammed M. Ahmed, Satea H. Alnajjar

“…This approach has shown positive results with the use of large prime numbers with a high level of resistance to hacking and decryption, ensuring the secure flow of network data. …”
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Exploration of the relationships between the information and communication technology (ICT) and the education system in Morocco by Abdelkarim Taam, Amine Amar, Brahim Hmedna, Khalid Benabbes, El Menzhi Kaoutar, Rachid Daoudi, Adil El Makrani

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