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Munshi, Raafat M.
~ 700  Ergebnisse:
Personensuche X
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1

A novel approach for breast cancer detection using optimize..:

Munshi, Raafat M. ; Cascone, Lucia ; Alturki, Nazik...
Image and Vision Computing.  142 (2024)  - p. 104910 , 2024
Link: https://doi.org/10.1016/..
 
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2

Novel ensemble learning approach with SVM-imputed ADASYN fe..:

Munshi, Raafat M. ; Umer, Muhammad
PLOS ONE.  19 (2024)  1 - p. e0296107 , 2024
Link: https://doi.org/10.1371/..
 
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3

Correction: Novel ensemble learning approach with SVM-imput..:

Munshi, Raafat M.
PLOS ONE.  19 (2024)  2 - p. e0298980 , 2024
Link: https://doi.org/10.1371/..
 
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4

A deep learning-based approach for predicting COVID-19 diag..:

Munshi, Raafat M. ; Khayyat, Mashael M. ; Ben Slama, Sami.
Heliyon.  10 (2024)  7 - p. e28031 , 2024
Link: https://doi.org/10.1016/..
 
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5

Atom Search Optimization with the Deep Transfer Learning-Dr..:

Alharbe, Nawaf R. ; Munshi, Raafat M. ; Khayyat, Manal M....
Computational Intelligence and Neuroscience.  2022 (2022)  - p. 1-13 , 2022
Link: https://doi.org/10.1155/..
 
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6

Assessment metrics for evaluating performance:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.t001.  , 2024
Link: https://doi.org/10.1371/..
 
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7

Structure of the proposed ensemble voting classifier:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.g003.  , 2024
Link: https://doi.org/10.1371/..
 
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8

Comparison of model accuracies in all scenarios:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.g004.  , 2024
Link: https://doi.org/10.1371/..
 
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9

The description of dataset:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.g001.  , 2024
Link: https://doi.org/10.1371/..
 
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10

Results of machine learning models with CNN generated featu..:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.t005.  , 2024
Link: https://doi.org/10.1371/..
 
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11

Results of the learning models using SVM imputer:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.t003.  , 2024
Link: https://doi.org/10.1371/..
 
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12

Comparison of model accuracies in all scenarios:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.g005.  , 2024
Link: https://doi.org/10.1371/..
 
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13

Novel ensemble learning approach with SVM-imputed ADASYN fe..:

Raafat M Munshi
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0296107&type=printable.  , 2024
Link: https://doi.org/10.1371/..
 
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14

The workflow of the proposed methodology:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.g002.  , 2024
Link: https://doi.org/10.1371/..
 
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15

Significance of proposed methodology using k-fold validatio:

Raafat M. Munshi
doi:10.1371/journal.pone.0296107.t006.  , 2024
Link: https://doi.org/10.1371/..
 
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