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El-Hallak, Mona
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1

Synergic effect of metal-organic frameworks and process par..:

El-Hallak, Mona ; El-Hassan, Hilal ; El-Dieb, Amr.
Construction and Building Materials.  414 (2024)  - p. 135016 , 2024
Link: https://doi.org/10.1016/..
 
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2

Voting and Bagging:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 413-430 , 2022
Link: https://doi.org/10.1007/..
 
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3

Statistics:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 45-60 , 2022
Link: https://doi.org/10.1007/..
 
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4

Naïve Bayes:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 279-299 , 2022
Link: https://doi.org/10.1007/..
 
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5

Data Preprocessing:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 117-163 , 2022
Link: https://doi.org/10.1007/..
 
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6

Linear Regression:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 195-230 , 2022
Link: https://doi.org/10.1007/..
 
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7

Neural Networks:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 319-360 , 2022
Link: https://doi.org/10.1007/..
 
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8

Future Directions and Ethical Considerations:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 449-460 , 2022
Link: https://doi.org/10.1007/..
 
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9

K-Nearest Neighbors:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 301-318 , 2022
Link: https://doi.org/10.1007/..
 
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10

Support Vector Machine:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 385-411 , 2022
Link: https://doi.org/10.1007/..
 
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11

Logistic Regression:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 231-249 , 2022
Link: https://doi.org/10.1007/..
 
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12

Overview of Machine Learning Algorithms:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 61-115 , 2022
Link: https://doi.org/10.1007/..
 
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13

K-Means:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 361-384 , 2022
Link: https://doi.org/10.1007/..
 
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14

Introduction to Machine Learning:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 1-43 , 2022
Link: https://doi.org/10.1007/..
 
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15

Data Visualization:

, In: International Series in Operations Research & Management Science; Machine Learning for Practical Decision Making,
El Morr, Christo ; Jammal, Manar ; Ali-Hassan, Hossam. - p. 165-193 , 2022
Link: https://doi.org/10.1007/..
 
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