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1

Impact of mobile connectivity on students' wellbeing: Detec..:

Siraji, Muntequa Imtiaz ; Rahman, Ahnaf Akif ; Nishat, Mirza Muntasir...
PLOS ONE. 18 (2023) 11 - p. e0294803 , 2023

Link: https://doi.org/10.1371/..

2

Perceived Stress Analysis of Undergraduate Students during ..:

, In: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON),

Rahman, Ahnaf Akif ; Siraji, Muntequa Imtiaz ; Khalid, Lamim Ibtisam... - p. 1129-1134 , 2022

Link: https://doi.org/10.1109/..

3

Detection of Mental State from EEG Signal Data: An Investig..:

, In: 2022 14th International Conference on Knowledge and Smart Technology (KST),

Rahman, Ahnaf Akif ; Siraji, Muntequa Imtiaz ; Khalid, Lamim Ibtisam... - p. 152-156 , 2022

Link: https://doi.org/10.1109/..

4

Result of the data analysis among males and females:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.t007. , 2023

Link: https://doi.org/10.1371/..

5

Satisfaction with academic study-based depression severity ..:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g007. , 2023

Link: https://doi.org/10.1371/..

6

Random search hyperparameter optimization:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g001. , 2023

Link: https://doi.org/10.1371/..

7

Comparison of accuracy using All features by performing (Ch..:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g012. , 2023

Link: https://doi.org/10.1371/..

8

Age-based depression severity distribution:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g004. , 2023

Link: https://doi.org/10.1371/..

9

S1 Dataset -:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.s001. , 2023

Link: https://doi.org/10.1371/..

10

Impact of mobile connectivity on students' wellbeing: Detec..:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
https://doi.org/10.1371/journal.pone.0294803. , 2023

Link: https://doi.org/10.1371/..

11

Sleep satisfaction-based depression severity distribution:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g010. , 2023

Link: https://doi.org/10.1371/..

12

Comparison of accuracy between Chi-square test and RFE:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.g015. , 2023

Link: https://doi.org/10.1371/..

13

Academic level of the study group:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.t004. , 2023

Link: https://doi.org/10.1371/..

14

ML models performance (RFE):

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.t015. , 2023

Link: https://doi.org/10.1371/..

15

Result of the data analysis among ethnicity groups (Southea..:

Muntequa Imtiaz Siraji ; Ahnaf Akif Rahman ; Mirza Muntasir Nishat...
doi:10.1371/journal.pone.0294803.t010. , 2023

Link: https://doi.org/10.1371/..

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