Md. Saddam Hossain Mukta

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Conceptual Modelling

Convolutional Neural Networks

Natural Language Text

Top Venues

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

Publications

Bayzid Ashik Hossain, Md. Saddam Hossain Mukta, Md. Adnanul Islam, Akib Zaman, Rolf Schwitter
Natural Language-Based Conceptual Modelling Frameworks: State of the Art and Future Opportunities. ACM Comput. Surv. 56 (1) (2024)
Md. Saddam Hossain Mukta, Jubaer Ahmad, Akib Zaman, Salekul Islam
Attention and Meta-Heuristic Based General Self-Efficacy Prediction Model From Multimodal Social Media Dataset. IEEE Access 12 (2024)
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
A Review on Large Language Models: Architectures, Applications, Taxonomies, Open Issues and Challenges. IEEE Access 12 (2024)
Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Mammo-Light: A lightweight convolutional neural network for diagnosing breast cancer from mammography images. Biomed. Signal Process. Control. 94 (2024)
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
Behavior Based Group Recommendation from Social Media Dataset by Using Deep Learning and Topic Modeling. SN Comput. Sci. 5 (6) (2024)
Md. Tarek Hasan, Md Al Emran Hossain, Md. Saddam Hossain Mukta, Arifa Akter, Mohiuddin Ahmed, Salekul Islam
A Review on Deep-Learning-Based Cyberbullying Detection. Future Internet 15 (5) (2023)
Humaira Noor, Niful Islam, Md. Saddam Hossain Mukta, Nur Shazwani Binti Kamarudin, Mohaimenul Azam Khan Raiaan, Sami Azam
Determining the Optimal Number of GAT and GCN Layers for Node Classification in Graph Neural Networks. ICSECS (2023)
Sami Azam, Sidratul Montaha, Kayes Uddin Fahim, A. K. M. Rakibul Haque Rafid, Md. Saddam Hossain Mukta, Mirjam Jonkman
Using feature maps to unpack the CNN 'Black box' theory with two medical datasets of different modality. Intell. Syst. Appl. 18 (2023)
Md. Saddam Hossain Mukta, Jubaer Ahmad, Mohaimenul Azam Khan Raiaan, Salekul Islam, Sami Azam, Mohammed Eunus Ali, Mirjam Jonkman
An Investigation of the Effectiveness of Deepfake Models and Tools. J. Sens. Actuator Networks 12 (4) (2023)
Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer
A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access 11 (2023)
Md. Tarek Hasan, Mohammad Nazmush Shamael, Arifa Akter, Rokibul Islam, Md. Saddam Hossain Mukta, Salekul Islam
An Artificial Intelligence-based Framework to Achieve the Sustainable Development Goals in the Context of Bangladesh. CoRR (2023)
Saddam Al Amin, Md. Saddam Hossain Mukta, Md. Sezan Mahmud Saikat, Md. Ismail Hossain, Md. Adnanul Islam, Mohiuddin Ahmed, Sami Azam
Data Driven Classification of Opioid Patients Using Machine Learning-An Investigation. IEEE Access 11 (2023)
Mohammad Habibur Rahman, Md. Rezwan Shahrior Rahin, Araf Mohammad Mahbub, Md. Adnanul Islam, Md. Saddam Hossain Mukta, Md. Mahbubur Rahman
Punctuation Prediction in Bangla Text. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (3) (2023)
Md. Adnanul Islam, Md. Saddam Hossain Mukta, Patrick Olivier, Md. Mahbubur Rahman
Comprehensive guidelines for emotion annotation. IVA (2022)
Md. Adnanul Islam, Md. Saddam Hossain Mukta
A comprehensive understanding of popular machine translation evaluation metrics. Int. J. Comput. Sci. Eng. 25 (5) (2022)
Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Text2Chart: A Multi-staged Chart Generator from Natural Language Text. PAKDD (2) (2022)
Md. Saddam Hossain Mukta, Md. Adnanul Islam, Faisal Ahamed Khan, Afjal Hossain, Shuvanon Razik, Shazzad Hossain, Jalal Mahmud
A Comprehensive Guideline for Bengali Sentiment Annotation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Md Ifraham Iqbal, Md. Saddam Hossain Mukta, Ahmed Rafi Hasan
A Dynamic Weighted Tabular Method for Convolutional Neural Networks. CoRR (2022)
Md Ifraham Iqbal, Md. Saddam Hossain Mukta, Ahmed Rafi Hasan, Salekul Islam
A Dynamic Weighted Tabular Method for Convolutional Neural Networks. IEEE Access 10 (2022)
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
Challenges, Applications and Design Aspects of Federated Learning: A Survey. IEEE Access 9 (2021)
Md. Saddam Hossain Mukta, Ahmed Shahriar Sakib, Md. Adnanul Islam, Mohiuddin Ahmed, Mumshad Ahamed Rifat
Predicting Users' Value Changes by the Friends' Influence from Social Media Usage. CoRR (2021)
Md. Mahinur Rashid, Hasin Kawsar Jahan, Annysha Huzzat, Riyasaat Ahmed Rahul, Tamim Bin Zakir, Farhana Meem, Md. Saddam Hossain Mukta, Swakkhar Shatabda
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text. CoRR (2021)
Euna Mehnaz Khan, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
Predicting Users' Movie Preference and Rating Behavior from Personality and Values. ACM Trans. Interact. Intell. Syst. 10 (3) (2020)
Samia Nawshin, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, A. K. M. Najmul Islam
Modeling Weather-Aware Prediction of User Activities and Future Visits. IEEE Access 8 (2020)
Akif Ahmed, Md. Saddam Hossain Mukta, Fardin Muntasir, Shaguffta Rahman, A. K. M. Najmul Islam, Mohammed Eunus Ali
Can COVID-19 Change the Big5 Personality Traits of Healthcare Workers? NSysS (2020)
Aneem-Al-Ahsan Rupai, Md. Saddam Hossain Mukta, A. K. M. Najmul Islam
Predicting Bowling Performance in Cricket from Publicly Available Data. ICCA (2020)
Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
Temporal modeling of basic human values from social network usage. J. Assoc. Inf. Sci. Technol. 70 (2) (2019)
Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage. ASONAM (2017)
Md. Saddam Hossain Mukta, Euna Mehnaz Khan, Mohammed Eunus Ali, Jalal Mahmud
Predicting Movie Genre Preferences from Personality and Values of Social Media Users. ICWSM (2017)
Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
User Generated vs. Supported Contents: Which One Can Better Predict Basic Human Values? SocInfo (2) (2016)
Md. Mahabur Rahman, Md. Taksir Hasan Majumder, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
Can we predict eat-out preference of a person from tweets? WebSci (2016)
Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud
Identifying and validating personality traits-based homophilies for an egocentric network. Soc. Netw. Anal. Min. 6 (1) (2016)
Mir Tafseer Nayeem, Md. Saddam Hossain Mukta, Samsuddin Ahmed, Md. Mahbubur Rahman
Use of Human Cognition in HIP Design Via EmotIcons to Defend BOT Attacks. CSE (2012)