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Showing 1 - 20 results of 25 for search '(( binary class _ optimization algorithm ) OR ( binary class weights detection algorithm ))~', query time: 0.37s Refine Results
  1. 1
    MSE for ILSTM algorithm in binary classification.

    MSE for ILSTM algorithm in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  2. 2
    Comparison between ILSTM and machine learning-based algorithms in binary classification.

    Comparison between ILSTM and machine learning-based algorithms in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  3. 3
    Comparison between ILSTM and deep learning-based algorithms in binary classification.

    Comparison between ILSTM and deep learning-based algorithms in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  4. 4
    Confusion matrices for KDDTest+ in binary classification.

    Confusion matrices for KDDTest+ in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  5. 5
    Shap analysis for NSL-KDD in binary classification.

    Shap analysis for NSL-KDD in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  6. 6
    Confusion matrices for KDDTest-21 in binary classification.

    Confusion matrices for KDDTest-21 in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  7. 7
    Confusion matrices for LITNET-2020 dataset in binary classification.

    Confusion matrices for LITNET-2020 dataset in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  8. 8
    LSTM vs ILSTM for LITNET-2020 in binary classification.

    LSTM vs ILSTM for LITNET-2020 in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  9. 9
    LSTM vs ILSTM for KDDTest-21 for binary classification.

    LSTM vs ILSTM for KDDTest-21 for binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  10. 10
    Statistic Test for KDDTest+ and KDDTest-21 in binary classification.

    Statistic Test for KDDTest+ and KDDTest-21 in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  11. 11
    Accuracy and number of iterations for LSTM and ILSTM using KDDTest+ in binary classifications.

    Accuracy and number of iterations for LSTM and ILSTM using KDDTest+ in binary classifications. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  12. 12
    Comparison between LSTM and ILSTM using LITNET-2020 in binary classification.

    Comparison between LSTM and ILSTM using LITNET-2020 in binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  13. 13
    Comparison between other methods in literature using KDDTest+ for binary classification.

    Comparison between other methods in literature using KDDTest+ for binary classification. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  14. 14
    Comparison between LSTM, LSTM-BOA, LSTM-CBOA and ILSTM using KDDTest+ and KDDTest-21 in binary classification with average 10 runs.

    Comparison between LSTM, LSTM-BOA, LSTM-CBOA and ILSTM using KDDTest+ and KDDTest-21 in binary classification with average 10 runs. by Asmaa Ahmed Awad (16726315)

    Published 2023
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  15. 15
    Comparison of intrusion detection systems.

    Comparison of intrusion detection systems. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  16. 16
    Summary of LITNET-2020 dataset.

    Summary of LITNET-2020 dataset. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  17. 17
    SHAP analysis for LITNET-2020 dataset.

    SHAP analysis for LITNET-2020 dataset. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  18. 18
    Parameter setting for CBOA and PSO.

    Parameter setting for CBOA and PSO. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  19. 19
    NSL-KDD dataset description.

    NSL-KDD dataset description. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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  20. 20
    The architecture of LSTM cell.

    The architecture of LSTM cell. by Asmaa Ahmed Awad (16726315)

    Published 2023
    “…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. …”
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