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    When Two are Better Than One: Synthesizing Heavily Unbalanced Data by Francisco Ferreira, Nuno Lourenco, Bruno Cabral, Joao Paulo Fernandes

    Published 2021-01-01
    “…Nowadays, data is king and if treated and used properly it promises to give organizations a competitive edge over rivals by enabling them to develop and design Intelligent Systems to improve their services. …”
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    Article
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    Six-Dimensional Spatial Dimension Chain Modeling via Transfer Matrix Method with Coupled Form Error Distributions by Lu Liu, Xin Jin, Huan Guo, Chaojiang Li

    Published 2025-06-01
    “…., worst-case analysis, statistical tolerance analysis) face limitations from oversimplified assumptions—treating datum features as ideal geometries while ignoring manufacturing-induced spatial distribution of form errors and failing to characterize 3D coupled error constraints. …”
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    Article
  5. 105

    Factors Affecting Utilization of Insecticide Treated Nets in Households Among Children Under Five Years of Age in Kazo Town Council, Kazo District. by Tumwebaze, Rodgers

    Published 2023
    “…The study was carried on factors affecting utilization of insecticide treated nets in household’s song children under five years of age in Kazo town council, Kazo district. …”
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    Thesis
  6. 106

    Evidential deep learning for uncertainty quantification and out-of-distribution detection in jet identification using deep neural networks by Ayush Khot, Xiwei Wang, Avik Roy, Volodymyr Kindratenko, Mark S Neubauer

    Published 2025-01-01
    “…EDL is a DL approach that treats learning as an evidence acquisition process designed to provide confidence (or epistemic uncertainty) about test data. …”
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    Article
  7. 107

    Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells by Jean-Charles Soria, Charles Ferte, Christophe Massard, Roger Sun, Guillaume Louvel, Eric Deutsch, Benjamin Frey, Markus Hecht, Rainer Fietkau, Nora Sundahl, Florian Putz, Andrea Lancia, Angela Rouyar, Marina Milic, Alexandre Carré, Enzo Battistella, Emilie Alvarez Andres, Stéphane Niyoteka, Edouard Romano, Jérôme Durand-Labrunie, Sophie Bockel, Rastilav Bahleda, Charlotte Robert, Celine Boutros, Maria Vakalopoulou, Nikos Paragios, Piet Ost, Udo Gaipl

    Published 2020-10-01
    “…We evaluated here whether this CD8 radiomic signature is associated with lesion response, whether it may help to assess disease spatial heterogeneity for predicting outcomes of patients treated with IORT. We also evaluated differences between irradiated and non-irradiated lesions.Methods Clinical data from patients with advanced solid tumors in six independent clinical studies of IORT were investigated. …”
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    A 3-dimensional mathematical model of microbial proliferation that generates the characteristic cumulative relative abundance distributions in gut microbiomes. by Lena Takayasu, Wataru Suda, Eiichiro Watanabe, Shinji Fukuda, Kageyasu Takanashi, Hiroshi Ohno, Misako Takayasu, Hideki Takayasu, Masahira Hattori

    Published 2017-01-01
    “…Based on these observations, in addition to data on the spatial distribution of microbes in the digestive tract, we developed a 3-dimensional mathematical model of microbial proliferation that reproduced the experimentally observed CRAD patterns. …”
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    Article
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    Spatial distribution of paediatric tuberculosis and factors associated with adverse treatment outcomes in Ashanti Region, Ghana: a retrospective analysis by Maxwell Afranie Appiah, Mawuli Gohoho, Ebenezer Enam Adzaklo, Geoffrey Delali Komla Gone, Joshua Kwabena Aniaku, Perfect Edinam Asamoah, John Owusu Gyapong, Emmanuel Kyeremateng, Emmanuel Tinkorang

    Published 2025-05-01
    “…This study thus examined the spatial distribution of paediatric TB cases, treatment outcomes, and factors influencing adverse treatment outcomes in the Ashanti Region of Ghana. …”
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    Article
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    Spectral Properties of Suprathermal Protons Associated with Interplanetary Shocks from WIND/STICS Data by Johann Rubens Mejia-Ott, Brent M. Randol

    Published 2024-01-01
    “…Within the WIND/STICS measurements, here treated as a standalone data set, only 3D VDFs within 9 hr prior to and following the shock passage are selected, as identified by the Center for Astrophysics (CfA) Harvard Interplanetary Shock Database. …”
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    Article
  16. 116

    Fitting Penalized Estimator for Sparse Covariance Matrix with Left-Censored Data by the EM Algorithm by Shanyi Lin, Qian-Zhen Zheng, Laixu Shang, Ping-Feng Xu, Man-Lai Tang

    Published 2025-01-01
    “…To address this issue, we treat censored data as a special case of incomplete data and employ the Expectation Maximization algorithm combined with the coordinate descent algorithm to efficiently fit the two penalized estimators. …”
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    A data-driven approach utilizing machine learning (ML) and geographical information system (GIS)-based time series analysis with data augmentation for water quality assessment in M... by Abhijeet Das

    Published 2025-06-01
    “…A Spatial distribution map using Geographical Information System (GIS) is drawn, which is necessary to provide a full grasp of the actual contamination of the river. …”
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    Article
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