Md. Saddam Hossain Mukta

According to our database, Md. Saddam Hossain Mukta authored at least 41 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing cervical cancer diagnosis with graph convolution network: AI-powered segmentation, feature analysis, and classification for early detection.

Nur Mohammad Fahad, Sami Azam, Sidratul Montaha, Md. Saddam Hossain Mukta

Multim. Tools Appl., September, 2024

Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling.

Md. Saddam Hossain Mukta, Jubaer Ahmed, Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Muhammad Nazrul Islam, Nafiz Imtiaz, Md. Adnanul Islam, Mohammed Eunus Ali, Sami Azam

SN Comput. Sci., August, 2024

Natural Language-Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities.

Bayzid Ashik Hossain, Md. Saddam Hossain Mukta, Md. Adnanul Islam, Akib Zaman, Rolf Schwitter

ACM Comput. Surv., January, 2024

Privacy Preserving Machine Learning With Federated Personalized Learning in Artificially Generated Environment.

Md. Tanzib Hosain, Mushfiqur Rahman Abir, Md. Yeasin Rahat, Muhammad Firoz Mridha, Saddam Hossain Mukta

IEEE Open J. Comput. Soc., 2024

Evolving Topics in Federated Learning: Trends, and Emerging Directions for IS.

Md Raihan Uddin, Gauri Shankar, Saddam Hossain Mukta, Prabhat Kumar, Najmul Islam

CoRR, 2024

Blockchain Based Information Security and Privacy Protection: Challenges and Future Directions using Computational Literature Review.

Gauri Shankar, Md Raihan Uddin, Saddam Hossain Mukta, Prabhat Kumar, Shareeful Islam, A. K. M. Najmul Islam

CoRR, 2024

Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images.

Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Md. Saddam Hossain Mukta, Swakkhar Shatabda

Biomed. Signal Process. Control., 2024

A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges.

Mohaimenul Azam Khan Raiaan, Md. Saddam Hossain Mukta, Kaniz Fatema, Nur Mohammad Fahad, Sadman Sakib, Most Marufatul Jannat Mim, Jubaer Ahmad, Mohammed Eunus Ali, Sami Azam

IEEE Access, 2024

Attention and Meta-Heuristic Based General Self-Efficacy Prediction Model From Multimodal Social Media Dataset.

Md. Saddam Hossain Mukta, Jubaer Ahmad, Akib Zaman, Salekul Islam

IEEE Access, 2024

Federated Learning-Based Architecture for Personalized Next Emoji Prediction for Social Media Comments.

Durjoy Mistry, Jayonto Dutta Plabon, Bidita Sarkar Diba, Md. Saddam Hossain Mukta, Muhammad Firoz Mridha

IEEE Access, 2024

SafeguardNet: Enhancing Corporate Safety via Tailored Deep Transfer Learning for Threat Recognition.

Nusrat Jahan, Mohammad Sayem Chowdhury, Tofayet Sultan, Muhammad Firoz Mridha, Md. Saddam Hossain Mukta

IEEE Access, 2024

RoBERTa-GCN: A Novel Approach for Combating Fake News in Bangla Using Advanced Language Processing and Graph Convolutional Networks.

Mejbah Ahammad, Al Sani, Khalilur Rahman, Md. Tanvir Islam, Md Mostafizur Rahman Masud, Md. Mehedi Hassan, Mohammad Abu Tareq Rony, Shah Md Nazmul Alam, Md. Saddam Hossain Mukta

IEEE Access, 2024

Evolving Topics in Federated Learning: Trends, and Emerging Directions for IS Research.

Md Raihan Uddin, Gauri Shankar, Md. Saddam Hossain Mukta, Prabhat Kumar, Najmul Islam

Proceedings of the 45th International Conference on Information Systems, 2024

2023

An Investigation of the Effectiveness of Deepfake Models and Tools.

Md. Saddam Hossain Mukta, Jubaer Ahmad, Mohaimenul Azam Khan Raiaan, Salekul Islam, Sami Azam, Mohammed Eunus Ali, Mirjam Jonkman

J. Sens. Actuator Networks, June, 2023

Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality.

Sami Azam, Sidratul Montaha, Kayes Uddin Fahim, A. K. M. Rakibul Haque Rafid, Md. Saddam Hossain Mukta, Mirjam Jonkman

Intell. Syst. Appl., May, 2023

A Review on Deep-Learning-Based Cyberbullying Detection.

Md. Tarek Hasan, Md Al Emran Hossain, Md. Saddam Hossain Mukta, Arifa Akter, Mohiuddin Ahmed, Salekul Islam

Future Internet, May, 2023

Punctuation Prediction in Bangla Text.

Mohammad Habibur Rahman, Md. Rezwan Shahrior Rahin, Araf Mohammad Mahbub, Md. Adnanul Islam, Md. Saddam Hossain Mukta, Md. Mahbubur Rahman

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

An Artificial Intelligence-based Framework to Achieve the Sustainable Development Goals in the Context of Bangladesh.

Md. Tarek Hasan, Mohammad Nazmush Shamael, Arifa Akter, Rokibul Islam, Md. Saddam Hossain Mukta, Salekul Islam

CoRR, 2023

A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images.

Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer

IEEE Access, 2023

Data Driven Classification of Opioid Patients Using Machine Learning-An Investigation.

Saddam Al Amin, Md. Saddam Hossain Mukta, Md. Sezan Mahmud Saikat, Md. Ismail Hossain, Md. Adnanul Islam, Mohiuddin Ahmed, Sami Azam

IEEE Access, 2023

Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks.

Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam

Proceedings of the 8th IEEE International Conference On Software Engineering and Computer Systems, 2023

2022

A Comprehensive Guideline for Bengali Sentiment Annotation.

Md. Saddam Hossain Mukta, Md. Adnanul Islam, Faisal Ahamed Khan, Afjal Hossain, Shuvanon Razik, Shazzad Hossain, Jalal Mahmud

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

A comprehensive understanding of popular machine translation evaluation metrics.

Md. Adnanul Islam, Md. Saddam Hossain Mukta

Int. J. Comput. Sci. Eng., 2022

A Dynamic Weighted Tabular Method for Convolutional Neural Networks.

Md Ifraham Iqbal, Md. Saddam Hossain Mukta, Ahmed Rafi Hasan

CoRR, 2022

A Dynamic Weighted Tabular Method for Convolutional Neural Networks.

Md Ifraham Iqbal, Md. Saddam Hossain Mukta, Ahmed Rafi Hasan, Salekul Islam

IEEE Access, 2022

Text2Chart: A Multi-staged Chart Generator from Natural Language Text.

Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Comprehensive guidelines for emotion annotation.

Md. Adnanul Islam, Md. Saddam Hossain Mukta, Patrick Olivier, Md. Mahbubur Rahman

Proceedings of the IVA '22: ACM International Conference on Intelligent Virtual Agents, Faro, Portugal, September 6, 2022

2021

Predicting Users' Value Changes by the Friends' Influence from Social Media Usage.

Md. Saddam Hossain Mukta, Ahmed Shahriar Sakib, Md. Adnanul Islam, Mohiuddin Ahmed, Mumshad Ahamed Rifat

CoRR, 2021

Challenges, Applications and Design Aspects of Federated Learning: A Survey.

K. M. Jawadur Rahman, Faisal Ahmed, Nazma Akhter, Mohammad Hasan, Ruhul Amin, Kazi Ehsan Aziz, A. K. M. Muzahidul Islam, Md. Saddam Hossain Mukta, A. K. M. Najmul Islam

IEEE Access, 2021

2020

Predicting Users' Movie Preference and Rating Behavior from Personality and Values.

Euna Mehnaz Khan, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

ACM Trans. Interact. Intell. Syst., 2020

Modeling Weather-Aware Prediction of User Activities and Future Visits.

Samia Nawshin, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, A. K. M. Najmul Islam

IEEE Access, 2020

Can COVID-19 Change the Big5 Personality Traits of Healthcare Workers?

Akif Ahmed, Md. Saddam Hossain Mukta, Fardin Muntasir, Shaguffta Rahman, A. K. M. Najmul Islam, Mohammed Eunus Ali

Proceedings of the 7th NSysS 2020: 7th International Conference on Networking, 2020

Predicting Bowling Performance in Cricket from Publicly Available Data.

Aneem-Al-Ahsan Rupai, Md. Saddam Hossain Mukta, A. K. M. Najmul Islam

Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020

2019

Temporal modeling of basic human values from social network usage.

Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

J. Assoc. Inf. Sci. Technol., 2019

Deriving interpersonal role identities from social network interactions.

Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

Proceedings of the 6th International Conference on Networking, Systems and Securit, 2019

2017

Predicting Movie Genre Preferences from Personality and Values of Social Media Users.

Md. Saddam Hossain Mukta, Euna Mehnaz Khan, Mohammed Eunus Ali, Jalal Mahmud

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage.

Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Identifying and validating personality traits-based homophilies for an egocentric network.

Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

Soc. Netw. Anal. Min., 2016

Can we predict eat-out preference of a person from tweets?

Md. Mahabur Rahman, Md. Taksir Hasan Majumder, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

Proceedings of the 8th ACM Conference on Web Science, 2016

User Generated vs. Supported Contents: Which One Can Better Predict Basic Human Values?

Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud

Proceedings of the Social Informatics - 8th International Conference, 2016

2012

Use of Human Cognition in HIP Design Via EmotIcons to Defend BOT Attacks.

Mir Tafseer Nayeem, Md. Saddam Hossain Mukta, Samsuddin Ahmed, Md. Mahbubur Rahman

Proceedings of the 15th IEEE International Conference on Computational Science and Engineering, 2012