Priority-Based Data Flow Control for Long-Range Wide Area Networks in Internet of Military Things by Rachel Kufakunesu, Herman C. Myburgh, Allan De Freitas

“…To address these challenges, we developed an enhanced sensor data sender application capable of simulating priority-based traffic within LoRaWAN, specifically targeting use cases like border security and healthcare monitoring. …”
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Server consolidation: A technique to enhance cloud data center power efficiency and overall cost of ownership by Mueen Uddin, Mohammed Hamdi, Abdullah Alghamdi, Mesfer Alrizq, Mohammad Sulleman Memon, Maha Abdelhaq, Raed Alsaqour

“…This data center infrastructure leads to different challenges like enormous power consumption, underutilization of installed equipment especially physical server machines, CO 2 emission causing global warming, and so on. …”
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Insight into public sentiment and demand in China’s public health emergency response: a weibo data analysis by Yanping Wang, Min Wei, Peng Wang, Yiran Gao, Tian Yu, Nan Meng, Huan Liu, Xin Zhang, Kexin Wang, Qunhong Wu

“…Methods The study used Python tools to collect public opinion data from Weibo regarding policy adjustments, social issues, and livelihood concerns. …”
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Combined association of gait speed and processing speed on cardiometabolic disease mortality risk in the US older adults: a prospective cohort study from NHANES by Hang Yang, Ye Zhou, Xiaoying Wang, Xiaoming Xu

“…The significant associations between slow gait with low processing speed and CMD mortality was more likely to be in age<75 years, male, and less-educated populations.ConclusionSlow gait is a significant predictor of CMD-specific mortality in older adults, largely independent of processing speed. …”
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Exploring data quality and use of the routine health information system in Ethiopia: a mixed-methods study by Joanna Schellenberg, Della Berhanu, Lars Åke Persson, Misrak Getnet, Joanna Busza, Tsion Tsegaye, Kalkidan Mekete, Magdelawit Mengesha, Abyot Adane, Tewabe M Adege, Mesoud M Ahmed, Habtamu A Anteneh, Emiamrew S Ayalew, Netsanet Berhanu, Tesfahun Bishaw, Eshetu Cherinet, Mamo Dereje, Tsega H Desta, Abera Dibabe, Heven S Firew, Freweini Gebrehiwot, Etenesh Gebreyohannes, Zenebech Gella, Addis Girma, Zuriash Halefom, Sorsa F Jama, Annika Janson, Binyam Kemal, Abiy Kiflom, Yidnekachew D Mazengiya, Meresha W Nega, Israel A Otoro, Tefera Taddele, Gulilat Tefera, Admasu Teketel, Miraf Tesfaye, Kidist Woldesenbet, Yakob Wondarad, Zemzem M Yusuf, Kidist Zealiyas, Mebratom H Zeweli, Seblewengel Lemma

“…We saw limited examples of the use of data by the staff who were responsible for data reporting.Conclusion We identified important organisational, technical, behavioural and process factors that need further attention to improve the quality and use of RHIS data in Ethiopia.…”
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Evolution from the physical process-based approaches to machine learning approaches to predicting urban floods: a literature review by Md Shike Bin Mazid Anik, Chunjiang An, S. Samuel Li

“…They allow many types of data, like weather information, sensor data, and social media (crowdsourcing) data. …”
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A Scalable Framework for Post Fire Debris Flow Hazard Assessment Using Satellite Precipitation Data by Elijah Orland, Dalia Kirschbaum, Thomas Stanley

“…On steep slopes, burned areas are more likely to experience significant overland flow during heavy rainfall leading to post fire debris flows (PFDFs). …”
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Data mining of particulate matter (PM2.5) using Principal Component Analysis (PCA) in Isfahan by Sohrab Hasheminejad, Samane Shahrabi, Reza Peykanpour Fard

“…Data mining techniques offer a powerful approach to extract knowledge, compress data, and facilitate informed environmental decision-making. …”
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Learning to Train and to Explain a Deep Survival Model with Large-Scale Ovarian Cancer Transcriptomic Data by Elena Spirina Menand, Manon De Vries-Brilland, Leslie Tessier, Jonathan Dauvé, Mario Campone, Véronique Verrièle, Nisrine Jrad, Jean-Marie Marion, Pierre Chauvet, Christophe Passot, Alain Morel

“…Here, we aim to develop the outcome predictors based on the gene expression data as they may serve to identify categories of patients who are more likely to respond to certain therapies. …”
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Pharmacological Strategies for Providing Patients With Delirium Relief From Terminal Dyspnea: A Secondary Data Analysis by Takaaki Hasegawa, Masanori Mori, Takashi Yamaguchi, Kengo Imai, Yoshinobu Matsuda, Isseki Maeda, Yutaka Hatano, Naosuke Yokomichi, Jun Hamano, Tatsuya Morita, East Asian Collaborative Cross‐Cultural Study to Elucidate the Dying Process (EASED) investigators

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Local Seismicity Analysis of the Western Part of the Taimyr Peninsula According to the Data of the Single Seismic Station “KOLBA” by Konechnaya Yana, Antonovskaya Galina

“…The 𝑆/𝑃 ratio is < 3.0 for all events, which most likely also indicates a technogenic nature, as with the presence of “bands” in the high frequency range on the spectral-time diagrams. …”
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Research on MRI Gradient Coil Magnetic Field Induced Eddy Current Method by Xiaotao ZHANG, Yicheng LI, Zhanping ZHENG, Mingke WANG, Like FENG, Congbo LI

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Research on Data Repair of Pile-Type Adjustable Wind Turbine Foundation Monitoring Based on FST-ATTNet by WEI Huanwei, ZHAO Jizhang, ZHENG Xiao, TAN Fang, LIU Cong

“…A frequency-domain attention mechanism is introduced to enhance this process, adaptively assigning weights to frequency components and prioritizing those most relevant for data reconstruction. …”
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A Novel Model for Optimizing Roundabout Merging Decisions Based on Markov Decision Process and Force-Based Reward Function by Qingyuan Shen, Haobin Jiang, Aoxue Li, Shidian Ma

“…It simplifies the state space using relative distance and speed and defines three action profiles based on real traffic data to replicate human-like driving behavior. A force-based reward function, derived from constitutive relations, simulates vehicle-roundabout interactions, offering detailed, physically consistent feedback that enhances learning results. …”
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Efficient Tactile Perception in Robotics: Reducing Data Redundancy through Compression and Normalization in Spiking Graph Convolutional Networks by Elahe Rezaee Ahvanooii, Sheis Abolmaali

“…This research presents a Spiking Graph Convolutional Network (SGCN) designed for processing tactile data in object recognition tasks. …”
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Electroencephalographic responses before, during, and after upper limb paired associative stimulationCBS Data Sharing Platform by Yumi Shikauchi, Kazumasa Uehara, Yuka O. Okazaki, Keiichi Kitajo

“…This dataset includes raw data and pre-processed data with electromagnetic artefacts removed. …”
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The Dynamic Response and Characteristics of an Oxygen Vacuum Swing Adsorption Process to Step Perturbations. Part 1. Open Loop Responses by C.C.K. Beh, P.A. Webley

“…The first part of this study presents data from input perturbations gathered from a pilot-scale experimental oxygen VSA process. …”
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A REFERENCE MODEL FOR BUSINESS ANALYTICS-BASED DECISION-MAKING PROCESSES IN RAIL TRANSPORT MANUFACTURING COMPANIES IN SOUTH AFRICA by Genevieve BAKAM, Khumbulani MPOFU, Charles MBOHWA

“…The proposed reference model shows the link between company strategies, data analysis, and technology impact in generating enhanced analytics powering the decision-making process in transport manufacturing to ensure the revitalisation of future transport in South Africa. …”
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STATE AND STRENGTH-DEFORMABILITY PROPERTIES OF THE MIRNY MINING AND PROCESSING PLANT (MPP) TECHNOGENIC TAILINGS DAM DEPOSITS AS A FACTOR OF DAM STABILITY by E. P. Dushkin, V. V. Akulova, A. A. Rybchenko, A. M. Yannikov

“…The occurrence and development of exogeodynamic processes caused by liquefaction and fluidity of deposits that comprise the mine tailings dam may provoke emergency situations (breakthroughs). …”
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A Solution Approach on Reducing Defects in Batik Tanah Liek Production Process of a Small and Medium-sized Enterprise by Agus Sutanto, Nilda Tri Putri, Tessa Alqifti, Sha'ri Mohd Yusof

“…Data was gathered through a questionnaire to capture perspectives on defects and quality control issues in batik production. …”
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