بدائل البحث:
improve optimization » iterative optimization (توسيع البحث), model optimization (توسيع البحث), process optimization (توسيع البحث)
based optimization » whale optimization (توسيع البحث)
image improve » may improve (توسيع البحث), imaging improves (توسيع البحث)
binary 3 » binary _ (توسيع البحث), binary b (توسيع البحث)
3 based » _ based (توسيع البحث), 1 based (توسيع البحث), 2 based (توسيع البحث)
improve optimization » iterative optimization (توسيع البحث), model optimization (توسيع البحث), process optimization (توسيع البحث)
based optimization » whale optimization (توسيع البحث)
image improve » may improve (توسيع البحث), imaging improves (توسيع البحث)
binary 3 » binary _ (توسيع البحث), binary b (توسيع البحث)
3 based » _ based (توسيع البحث), 1 based (توسيع البحث), 2 based (توسيع البحث)
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ROC curve for binary classification.
منشور في 2024"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"
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Confusion matrix for binary classification.
منشور في 2024"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"
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Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results
منشور في 2025"…A major challenge in bioprocess simulation is the lack of physical and chemical property databases for biochemicals. A Python-based algorithm was developed for estimating the nonrandom two-liquid (NRTL) model parameters of aqueous binary systems in a straightforward manner from simplified molecular-input line-entry specification (SMILES) strings of substances in a system. …"
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Testing results for classifying AD, MCI and NC.
منشور في 2024"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"
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Summary of existing CNN models.
منشور في 2024"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"
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Flowchart scheme of the ML-based model.
منشور في 2024"…<b>F)</b> Feature extraction using three different steps: <b>Fi)</b> Color moments in different orders based on color distribution. …"
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Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm
منشور في 2025"…In this work, we propose a novel framework that integrates </p><p dir="ltr">Convolutional Neural Networks (CNNs) for image classification and a binary Grey Wolf Optimization (GWO) </p><p dir="ltr">algorithm for feature selection. …"
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Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data
منشور في 2022"…Therefore, the resampling algorithm employed should vary depending on the data distribution to achieve optimal classification performance. …"
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