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Saddam Mukta
Saddam Mukta
Post-doctoral Researcher, LUT University
Adresse e-mail validée de lut.fi
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A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges
MAK Raiaan, MSH Mukta, K Fatema, NM Fahad, S Sakib, MMJ Mim, ...
IEEE Access, 2024
2902024
Challenges, applications and design aspects of federated learning: A survey
KMJ Rahman, F Ahmed, N Akhter, M Hasan, R Amin, KE Aziz, ...
IEEE Access 9, 124682-124700, 2021
1202021
A lightweight robust deep learning model gained high accuracy in classifying a wide range of diabetic retinopathy images
MAK Raiaan, K Fatema, IU Khan, S Azam, MRU Rashid, MSH Mukta, ...
IEEE Access 11, 42361-42388, 2023
562023
A review on deep-learning-based cyberbullying detection
MT Hasan, MAE Hossain, MSH Mukta, A Akter, M Ahmed, S Islam
Future Internet 15 (5), 179, 2023
452023
Predicting users’ movie preference and rating behavior from personality and values
EM Khan, MSH Mukta, ME Ali, J Mahmud
ACM Transactions on Interactive Intelligent Systems (TiiS) 10 (3), 1-25, 2020
422020
A systematic review of hyperparameter optimization techniques in Convolutional Neural Networks
MAK Raiaan, S Sakib, NM Fahad, A Al Mamun, MA Rahman, S Shatabda, ...
Decision Analytics Journal, 100470, 2024
402024
Chapter 11: Secure Hash Algorithm
MSH Mukta, S Azad
CRC Press, 2014
38*2014
Predicting movie genre preferences from personality and values of social media users
MSH Mukta, EM Khan, ME Ali, J Mahmud
Proceedings of the International AAAI Conference on Web and Social Media 11 …, 2017
282017
User generated vs. supported contents: Which one can better predict basic human values?
MSH Mukta, ME Ali, J Mahmud
Social Informatics: 8th International Conference, SocInfo 2016, Bellevue, WA …, 2016
282016
An investigation of the effectiveness of deepfake models and tools
MSH Mukta, J Ahmad, MAK Raiaan, S Islam, S Azam, ME Ali, M Jonkman
Journal of Sensor and Actuator Networks 12 (4), 61, 2023
272023
A computer-aided diagnostic system to identify diabetic retinopathy, utilizing a modified compact convolutional transformer and low-resolution images to reduce computation time
IU Khan, MAK Raiaan, K Fatema, S Azam, R Rashid, SH Mukta, ...
Biomedicines 11 (6), 1566, 2023
232023
Temporal modeling of basic human values from social network usage
MSH Mukta, ME Ali, J Mahmud
Journal of the Association for Information Science and Technology 70 (2 …, 2019
222019
Identifying insomnia from social media posts: psycholinguistic analyses of user tweets
AS Sakib, MSH Mukta, FR Huda, AKMN Islam, T Islam, ME Ali
Journal of medical Internet research 23 (12), e27613, 2021
212021
A comprehensive guideline for Bengali sentiment annotation
MSH Mukta, MA Islam, FA Khan, A Hossain, S Razik, S Hossain, ...
Transactions on Asian and Low-Resource Language Information Processing 21 (2 …, 2021
202021
Identifying and validating personality traits-based homophilies for an egocentric network
MSH Mukta, ME Ali, J Mahmud
Social Network Analysis and Mining 6, 1-16, 2016
202016
Predicting academic performance: Analysis of students’ mental health condition from social media interactions
MSH Mukta, S Islam, S Shatabda, ME Ali, A Zaman
Behavioral Sciences 12 (4), 87, 2022
182022
Can we predict eat-out preference of a person from tweets?
MM Rahman, MTH Majumder, MSH Mukta, ME Ali, J Mahmud
Proceedings of the 8th ACM Conference on Web Science, 350-351, 2016
182016
Using feature maps to unpack the CNN ‘Black box’theory with two medical datasets of different modality
S Azam, S Montaha, KU Fahim, AKMRH Rafid, MSH Mukta, M Jonkman
Intelligent Systems with Applications 18, 200233, 2023
132023
Skinnet-8: An efficient cnn architecture for classifying skin cancer on an imbalanced dataset
NM Fahad, S Sakib, MAK Raiaan, MSH Mukta
2023 International conference on electrical, computer and communication …, 2023
132023
A dynamic weighted tabular method for convolutional neural networks
MI Iqbal, MSH Mukta, AR Hasan, S Islam
IEEE Access 10, 134183-134198, 2022
132022
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