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  1. 1

    Comparative evaluation of feature reduction methods for drug response prediction by Farzaneh Firoozbakht, Behnam Yousefi, Olga Tsoy, Jan Baumbach, Benno Schwikowski

    Published 2024-12-01
    “…This study presents the first comparative evaluation of nine different knowledge-based and data-driven feature reduction methods on cell line and tumor data. …”
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    Article
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    Expressway Asphalt Pavement Technical Status Cluster Dimensional Reduction Evaluation Method by Yanli Li

    Published 2022-01-01
    “…This paper mainly studies the cluster dimensionality reduction evaluation method of the technical condition of expressway asphalt pavement. …”
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    Article
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    A Quantitative Evaluation Method Based on Back Analysis and the Double-Strength Reduction Optimization Method for Tunnel Stability by Jinglai Sun, Fan Wang, Xinling Wang, Xu Wu

    Published 2021-01-01
    “…After obtaining the parameters, the proposed SRM, i.e., the optimization double-strength reduction method (ODSRM), which is based on the optimization method, is used to evaluate stability. …”
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    How low can you go: evaluating electrode reduction methods for EEG-based speech imagery BCIs by Maurice Rekrut, Maurice Rekrut, Johannes Ihl, Tobias Jungbluth, Antonio Krüger, Antonio Krüger

    Published 2025-07-01
    “…However, current EEG-based SI-BCIs predominantly rely on high-resolution systems with 64 or more electrodes, making them cumbersome to set up and impractical for real-world use. In this study, we evaluated several electrode reduction algorithms in combination with various feature extraction and classification methods across three distinct EEG-based speech imagery datasets to identify the optimal number and position of electrodes for SI-BCIs. …”
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    Evaluation of nitrate determination techniques in fresh vegetables: A comparison of spectrophotometric and chromatography methods by Kobra Sadat Hasheminasab, Meysam Cheraghi, Mostafa Marzi, Karim Shahbazi, Mehdi Beheshti, Ainaz Tavanamehr

    Published 2025-03-01
    “…Due to the dynamic nature of nitrate in fresh vegetables and the presence of multiple inaccurate detection techniques, quantifying nitrate concentration remains more challenging than detecting other pollutants. This study evaluated the effectiveness of three common methods, namely high-performance liquid chromatography (HPLC) and two spectrophotometric methods (ISO 6635 and Cadmium-Column Reduction) for measuring nitrate in vegetables. …”
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    Evaluation of energy saving and emission reduction technologies in petrochemical industry based on CRITIC-cloud modeling by Shanshan LI, Hongyi ZHOU

    Published 2025-02-01
    Subjects: “…environmental protection projects; technology evaluation; petrochemical industry; energy conservation and emission reduction; critic method; cloud model evaluation…”
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    Method for evaluating the performance of antiskid devices by I. A. Zharov, A. A. Alekseev

    Published 2017-10-01
    “…The method allows estimating how much the growth of the braking distance of this train due to this reduction depends on the parameters of the antiskid devices.…”
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    Evaluating the Effectiveness of Dimensionality Reduction on Machine Learning Algorithms in Time Series Forecasting by Rida Zaheer, Muhammad Kashif Hanif, Muhammad Umer Sarwar, Ramzan Talib

    Published 2025-01-01
    “…The effectiveness of different dimensionality reduction methods is evaluated based on their ability to simplify data while preserving essential features. …”
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