Bayesian Robust Tensor Decomposition Based on MCMC Algorithm for Traffic Data Completion by Longsheng Huang, Yu Zhu, Hanzeng Shao, Lei Tang, Yun Zhu, Gaohang Yu

“…The low CP rank tensor is modeled by linear interrelationships among multiple latent factors, and the sparsity of the columns on the latent factors is achieved through a hierarchical prior approach, while the sparse tensor is modeled by a hierarchical view of the Student-t distribution. …”
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Low ITN utilization among households in SWEPR Ethiopia: challenge for malaria elimination, a mixed design approach by Wondwossen Niguse, Bezuayehu Alemayehu, Tadesse Gebremedhin, Mathewos Alemu, Girma Mamo, Ephrem Negeri, Ibrahim Temam, Haile Zewdie, Tamirat Bogale, Erkyihun pawulos, Endale Sahlie

“…In addition to these, misconceptions about ITNs, unfair distribution of ITNs, lack of health education from health extention workers (HEWs), community resistance, improper use (use for other purposes) of ITNs and shortage of HEWs were explored barriers to ITNs use from the qualitative data. …”
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Lightning Risk Assessment of 10 kV Distribution Line Based on TOPSIS Algorithm Improved by Weighted Mahalanobis Distance by Yan DU, Congzhen XIE, Yancheng LI, Xinhao XIE, Le LUAN, Simin LUO

“…Besides, due to the lack of monitoring devices in the distribution network, the data quality is undesirable, which seriously affects the calculation accuracy of the model. …”
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Sex-specific public health data: analyzing the arboviral impact on women in Brazil by Brena F. Sena, Danyelly Bruneska Gondim Martins, Carmen Simone Grilo Diniz, José Luiz Lima Filho

“…METHODS A comprehensive epidemiological and geospatial data analysis was conducted utilizing data from Brazil’s national health data system, including the disease notification system (Sistema de Informação de Agravos de Notificação) and mortality information system (Sistema de Informação sobre Mortalidade), covering national and municipal level data. …”
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Novel insight into the spatiotemporal distribution of Greenland ice sheet surface densities from eleven years of satellite radar altimetry by Kirk M. Scanlan, Anja Rutishauser, Nicolaj Hansen, Sebastian B. Simonsen

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Evaluation of Real-World Fuel Consumption of Hybrid-Electric Passenger Car Based on Speed-Specific Vehicle Power Distributions by Fei Peng, Ye Zhang, Guohua Song, Jianchang Huang, Zhiqiang Zhai, Lei Yu

“…Considering the internal combustion engine (ICE) operating modes of hybrid vehicles among varying vehicle specific power (VSP) demand, we present a method to incorporate the HEV ICE speed to develop speed-specific VSP distributions for real-world driving conditions. Using vehicle trajectory and fuel consumption data in real traffic conditions, the results of this study show that the application of methods developed for CVs leads to a significant underestimation of fuel consumption for HEVs when the average speed is in the high-speed range (over 50 km/h) and a significant overestimation of fuel consumption when the average speed is in the low-speed range (below 30 km/h). …”
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Predicting the potential distribution of stingless bee, Tetragonula iridipennis in India using MaxEnt and CMIP6 climate projections by V. Karuppaiah, R. Maruthadurai, Bappa Das, P. S. Soumia, Ankush Gadge, Chandrashekhar Pote, Dhananjay Shirsat, Trupti Pandit, Sanket Sawant, S. V. Ramesh, Vijay Mahajan

“…By modeling the species’ potential distribution using both historical climate data (1970–2000) and future projections for 2050 and 2070 under two socio-economic scenarios, SSP126 (low-emission) and SSP585 (high-emission), the study provided accurate predictions. …”
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Interleukin Family-Based Signature Relates to Cancer-Associated Fibroblasts Spatial Distribution and Immune Therapy Response in Pancreatic Carcinoma by Cheng Y, Xiao S, Li X, Wang B, Lei Y, Sun P, Ma L, Zhu Y

“…However, the correlation between the IL family, CAFs infiltration, and PC prognosis remains uninvestigated.Methods: An IL family expression pattern for prognosis was constructed using a stepwise Cox proportional hazards regression model using TCGA data. Clinical data and validations from seven independent public cohort datasets were conducted to confirm the performance of the model. …”
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Predictors of Distribution and Diversity of Rare, Protected, and Endangered Freshwater Mollusks in Rivers With Various Land Use in the Context of Environmental Changes by Tomasz Krepski, Anna Cieplok, Aneta Spyra

“…Analyses of environmental predictors and mollusk distribution were provided, and the model of multivariate canonical correspondence analysis was constructed. …”
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Spatiotemporal distribution of rural multifunctionality and its influencing factors: a case study of the Liaoning Coastal Economic Belt, China by Yu Chen, Jun Wang

“…This study constructed the RMF index from the living function, production function, and ecological function and systematically analyzed and depicted the spatiotemporal distribution process of rural functions using trend surface analysis and exploratory spatial data analysis. …”
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Distribution of 10-year cardiovascular disease risk levels in Mongolia: results from nation-wide health screening program by Bayarbold Dangaa, Batzorig Bayartsogt, Ariuntuya Tuvdendorj, Enkhbold Sereejav, Khurelbaatar Nyamdavaa, Damdindorj Boldbaatar, Enkhtur Yadamsuren, Otgonbat Altangerel, Oyuntugs Byambasukh, Narantuya Davaakhuu, Tumur-Ochir Tsedev-Ochir, Mijidsuren Ganbat, Munkhtulga Gantulga, Davaalkham Dambadarjaa, Oyunsuren Enebish

“…IntroductionThe Mongolian government recently initiated the first nationwide health screening program to assess the health status of the entire population using age-group specific health risk assessments related to the major noncommunicable diseases and behavioral risk factors. Based on data collected from nationwide health screening program, we estimated the distribution of 10-year cardiovascular disease (CVD) risks in the general population by using the risk prediction model recently published by the World Health Organization (WHO).MethodsA representative sample of 35,769 adults aged between 40 and 80 years old participated in nationwide health screening program, which covered all 21 Mongolian provinces and 9 districts in the capital city Ulaanbaatar. …”
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Cross-sectional study of the distribution of cardiovascular diseases and risk factors in patients with prostate cancer with potential indications for endocrine therapy by Ya. Xinyi, Yu. S. Agakina, H. Mingze, Z. Zitong, H. Yuyao, X. Shijun

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Spatiotemporal distribution and ecological factors of disease burden in Inner Mongolia’s working age population with brucellosis from 2015 to 2020 by Lei Yu, Huiqiu Zheng, Yanling Wang, Xinyan Wang, Xuemei Wang

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Congenital heart disease: epidemiological profile of live births, geographical distribution and temporal trends in Brazil from 2012 to 2022 by Gustavo Henrique Bernardo Cabral, João Victor Nascimento Guerra, Kevin Uchoa Pedrosa, Paloma Luna Maranhão Conrado, Jorge Henrique de Aguiar Fonseca, Valda Lúcia Moreira Luna, Pauliana Valéria Machado Galvão, George Alessandro Maranhão Conrado

“…The epidemiological profile, spatial distribution, and temporal trend were calculated. The Prais-Winsten generalized linear regression model was applied modelling on the basis of annual prevalence. …”
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Identification of NAPL Contamination Occurrence States in Low-Permeability Sites Using UNet Segmentation and Electrical Resistivity Tomography by Mengwen Gao, Yu Xiao, Xiaolei Zhang

“…To address the challenges in identifying NAPL contamination within low-permeability clay sites, this study innovatively integrates high-density electrical resistivity tomography (ERT) with a UNet deep learning model to establish an intelligent contamination detection system. …”
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Effectiveness of community-based condom distribution interventions to prevent HIV in the United States: A systematic review and meta-analysis. by Mohsen Malekinejad, Andrea Parriott, Janet C Blodgett, Hacsi Horvath, Ram K Shrestha, Angela B Hutchinson, Paul Volberding, James G Kahn

“…Two reviewers independently screened citations to assess their eligibility, extracted study data, and assessed risk of bias. We calculated risk ratios (RR) with 95% confidence intervals (CI) and pooled them using random-effects models. …”
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A Novel Trench-Assisted Optical Fiber With Ultra-Low Microbending Loss for the Full Ocean Depth Communication by Ruipu Li, Chuanlu Deng, Yi Huang, Zhenyi Chen, Xiaobei Zhang, Tingyun Wang

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An integrated approach for determining the spatial distribution, source apportionment and human health risks of PAHs in soils of rapidly-urbanized areas by Lingzhi Luo, Xiaoyong Liao, Huan Tao, You Li, Liang Wang, Hongying Cao, Yonghua Li, Weiwei Shi, Tianyi Wang

“…Random forest modeling was employed to map PAH distribution in the BTH soils. …”
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Rift propagation signals the last act of the Thwaites Eastern Ice Shelf despite low basal melt rates by Christian T. Wild, Samuel B. Kachuck, Adrian Luckman, Karen E. Alley, Meghan A. Sharp, Haylee Smith, Scott W. Tyler, Christopher Kratt, Tiago S. Dotto, Daniel Price, Keith W. Nicholls, Suzanne L. Bevan, Gabriela Collao-Barrios, Atsuhiro Muto, Martin Truffer, Ted A. Scambos, Karen J. Heywood, Erin C. Pettit, the TARSAN team

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The Mega-MUSCLES Treasury Survey: X-Ray to Infrared Spectral Energy Distributions of a Representative Sample of M Dwarfs by David J. Wilson, Cynthia S. Froning, Girish M. Duvvuri, Allison Youngblood, Kevin France, Alexander Brown, P. Christian Schneider, Zachory Berta-Thompson, Andrea P. Buccino, Jeffrey Linsky, R. O. Parke Loyd, Yamila Miguel, Elisabeth Newton, J. Sebastian Pineda, Seth Redfield, Aki Roberge, Sarah Rugheimer, Mariela C. Vieytes

“…The SEDs are constructed from Hubble Space Telescope ultraviolet spectroscopy and XMM Newton, Chandra, and/or Swift X-ray observations, and completed with various model data, including Ly α reconstructions, PHOENIX optical models, APEC coronal models, and differential emission measure models in the currently-unobservable extreme ultraviolet. …”
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