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    Underdiagnosis Bias Mitigation With Expert Foundation Model’s Representation by Gebreyowhans H. Bahre, Hassan Hamidi, Andrew B. Sellergren, Alessandro Quarta, Leo Anthony Celi, Francesco Calimeri, Laleh Seyyed-Kalantari

    Published 2025-01-01
    “…Vector embeddings (VEmb) are compact data representations learned by large foundation models that have recently gained popularity; their use in place of original data requires less storage and computational power, making them ideal for low-resource computational settings. …”
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    Article
  3. 63

    Revolutionizing heart attack prognosis: Introducing an innovative regression model for prediction by Hanaa Albanna, Madhav Raj Theeng Tamang, Chandan Patel, Mhd Saeed Sharif

    Published 2025-01-01
    “…The results demonstrated that even well-known models like Support Vector Machine and Logistic Regression can perform very well when applied to structured health data. …”
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  4. 64

    Energy storage efficiency modeling of high-entropy dielectric capacitors using extreme learning machine and swarm-based hybrid support vector regression computational methods by Yas Al-Hadeethi, Taoreed O. Owolabi, Mouftahou B. Latif, Bahaaudin M. Raffah, Ahmad H. Milyani, Saheed A. Tijani

    Published 2025-09-01
    “…This work employs single hidden layer extreme learning machine (ELM) algorithm and hybrid particle swarm optimization-based support vector regression (PS-SVR) for determining energy storage efficiency of high-entropy ceramics. …”
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    Article
  5. 65

    Construction of the Automatic Control System of a Single-Screw Extruder by Zablodskiy M., Klendiy P., Dudar O., Shvorov S.

    Published 2024-11-01
    “…This goal is achieved by the way of solving the following problems: development the method for controlling the technological parameters of the extruder with a controllable electric drive; development of a structural diagram of a model for estimating the speed of rotation a rotor of the engine without the use of velocity-type transducers; development of a functional diagram of the vector frequency-regulated electric drive with an observer that is built on the basis of a voltage equation corresponding to the main magnetic flux; development of a simulation model of the system of adjustable electric drive of the extruder and carrying out simulations with using the Matlab software package in the environment of Simulink. …”
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  6. 66

    Advancing Image Spam Detection: Evaluating Machine Learning Models Through Comparative Analysis by Mahnoor Jamil, Hristina Mihajloska Trpcheska, Aleksandra Popovska-Mitrovikj, Vesna Dimitrova, Reiner Creutzburg

    Published 2025-05-01
    “…This study investigates and compares the performance of six machine learning models—ResNet50, XGBoost, Logistic Regression, LightGBM, Support Vector Machine (SVM), and VGG16—using a curated dataset containing 678 legitimate (ham) and 520 spam images. …”
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    The AlexNet HSD model for industrial heritage damage detection and adaptive reuse under artificial intelligence by Huiling Zhang

    Published 2025-07-01
    “…By integrating the Convolutional Block Attention Module (CBAM) and Support Vector Machine (SVM), an AlexNet HSD + CBAM + SVM (AlexNet HCS) model is proposed to enhance the performance of industrial heritage damage detection. …”
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    Article
  10. 70

    A Chargeless Complex Vector Matter Field in Supersymmetric Scenario by L. P. Colatto, A. L. A. Penna

    Published 2015-01-01
    “…This work establishes the first steps to extend the analysis of charged massive vector field in a supersymmetric scenario.…”
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    Flexure-Based Dynamometer for Vector-Valued Milling Force Measurement by Christoph Ramsauer, David Leitner, Christoph Habersohn, Tony Schmitz, Kazuo Yamazaki, Friedrich Bleicher

    Published 2023-02-01
    “…This paper presents a novel solution for vector-valued cutting force measurement. The table-mounted, flexure-based kinematics provide three degrees of freedom that are used to measure the in-process milling force vector components in the working plane by low-cost optical sensors. …”
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    Integrated Analytical Modeling and Numerical Simulation Framework for Design Optimization of Electromagnetic Soft Actuators by Hussein Zolfaghari, Nafiseh Ebrahimi, Yuan Ji, Xaq Pitkow, Mohammadreza Davoodi

    Published 2025-03-01
    “…Analytical and experimental studies indicate that smaller ESAs enhance the force per unit cross-sectional area (<i>F</i>/<i>CSA</i>) without compromising force efficiency. This work uses the magnetic vector potential (MVP) to calculate the magnetic field of an ESA, which is then used to derive the actuator’s generated force. …”
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  18. 78

    Using Key Predictors in an SVM Model for Differentiating Spinal Fractures and Herniated Intervertebral Discs in Preoperative Anesthesia Evaluation by Shih-Ying Yang, Shih-Yen Hsu, Yi-Kai Su, Nan-Han Lu, Kuo-Ying Liu, Tai-Been Chen, Kon-Ning Chiu, Yung-Hui Huang, Li-Ren Yeh

    Published 2024-11-01
    “…Future work could enhance model performance by incorporating additional clinical parameters relevant to preoperative anesthesia evaluation.…”
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    Scalar dark matter explanation of the excess in the Belle II B + → K ++ invisible measurement by Xiao-Gang He, Xiao-Dong Ma, Michael A. Schmidt, German Valencia, Raymond R. Volkas

    Published 2024-07-01
    “…The model introduces a real scalar singlet ϕ acting as a DM candidate, and two heavy vector-like quarks Q, D with the same quantum numbers as the SM left-handed quark doublet and right-handed down-type quark singlet, respectively. …”
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