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List of Publications

Peer-reviewed journal articles (Accepted/Published)

  • Shanjita Akter, Neethiahnanthan Ari Ragavan, Md Rafiqul Islam, David Asirvatham, Sanin, C., and Szczerbicki, E." LDNet: A Robust Hybrid Approach for Lie Detection using Deep Learning Techniques' to CMC." Computers, Materials & Continua. (2024)

  • Shanjita Akter, Neethiahnanthan Ari Ragavan, Md Rafiqul Islam, David Asirvatham, and Anasuya Jegathevi. " Deception detection using ML and DL techniques: A systematic review." Natural Language Processing Journal. (2024)

  • Matin, A., Md Rafiqul Islam, Zhu, Y., Wang, X., Huo, H. and Xu, G. Hybrid Deep Learning for Assembly Action Recognition in Smart Manufacturing. International Journal of Computer Vision & Signal Processing. (2024)

  • Pokhrel, K., Sanin, C., Sakib, M.K.H., Md Rafiqul Islam and Szczerbicki, E. Improved Skin Disease Classification with Mask R-CNN and Augmented Dataset. Cybernetics and Systems, pp.1-15. (2023)

  • Islam, Md Rafiqul, Shanjita Akter, Linta Islam, Imran Razzak, Xianzhi Wang, and Guandong Xu. "Strategies for Evaluating Visual Analytics System for Data Visualization”. Information Visualization.  (Q1, IF: 2.3) (2023).

  • Abdul Matin, Md Rafiqul Islam, Xianzhi Wang, Huan Huo and Guandong Xu. "AIoT for Sustainable Manufacturing: Overview, Challenges, and Opportunities". IEEE Internet of Things. (Q1, IF: 5.9) (2023)

  • Khan Md. Hasib, Md Rafiqul Islam, Shadman Sakib, Md. Ali Akbar, Imran Razzak, and Mohammad Shafiul Alam. "Depression Detection from Social Networks Data: An Interrogative Survey". IEEE Transactions on Computational Social Systems, (Q1, IF: 4.75) (2023).

  • Xiaoqin Huang, Md Rafiqul Islam, Shanjita Akter, Fuad Ahmed, Ehsan Kazami, Hashem Abu Serhan, Alaa Abd-alrazaq, and Siamak Yousefi. “Artificial Intelligence (AI) in Glaucoma: Opportunities, Challenges, and Future Directions”. BioMedical Engineering OnLine, (2023).

  • Md Emran Hasan, Md Jahidul Islam, Md Rafiqul Islam, Dongming Chen, and Guandong Xu. " Applications of artificial intelligence for health informatics: A systematic review”. Journal of Artificial Intelligence for Medical Sciences. (2023).

  • Hafiz Suliman Munawar, Ahmed W.A Hammad; S. Travis Waller; Junaid Akram; Md Rafiqul Islam. " Road Network Detection from Aerial Imagery of Urban Areas using Deep ResUNet in combination with B-snake algorithm". Human-Centric Intelligent Systems, (2023).

  • Md. Tariqul Islam; Khan Md. Hasib; Md. Mahbubur Rahman; Abdur Nur Tusher; Mohammad Shafiul Alam; Md Rafiqul Islam. " Convolutional auto-encoder-based automatic place recognition for moving Robot in invariant weather condition". Human-Centric Intelligent Systems, (2023).

  • Abdullah, Ibrahima Faye, Md Rafiqul Islam. " EEG Channel selection techniques in motor imagery applications: A survey and new perspectives". Bioengineering, (2022).

  • Hafiz Suliman Munawar; Ahmed W.A Hammad; S. Travis Waller; Md Rafiqul Islam. " Modern Crack Detection for Bridge Infrastructure maintenance using Machine Learning". Human-Centric Intelligent Systems, (2022).

  • Samah AbuSalim, Nordin Zakaria, Md Rafiqul Islam, Ganesh Kumar, Said Jadid Abdul Kadir, " Analysis of Deep Learning Techniques for Dental Informatics: A Systematic Literature Review". Healthcare, (2022). ​

  • Islam, Linta, Md Rafiqul Islam, Sanjita Akter, Md Zobaer Hasan, and Mohammad Ali Moni. "Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics". Human-Centric Intelligent System, (2022).

  • Islam, Md Rafiqul, Razzak Imran, Wang Xianzhi, Tilocca, Peter, and Xu, Guandong. "Natural Language Interactions Enhanced by Data Visualization to Explore Insurance Claims and Manage Risk". The Annals of Operations Research, (2021) (Springer). (Q1) (ABDC rank "A").

  • Khan Md. Hasib, Nurul Akter Towhid, Md Rafiqul Islam. "HSDLM: A Hybrid Sampling with Deep Learning Method for Imbalanced Data Classification." International Journal of Cloud Applications and Computing (2021).

  • Omar Sharif, Md Rafiqul Islam, Md Zobaer Hasan, Muhammad Ashad Kabir, Md Emran Hasan, Salman A. AlQahtani, and Guandong Xu. "Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19". Journal of Healthcare Informatics Research (2021). 

  • Islam, Md Rafiqul, Munshi Muhammad Abdul Kader Jilani, Shah Jahan Miah, Sanjita Akter and Anwaar Ulhaq. "Discovering Tourist Preference for discovering destination spots: A Pattern Mining based Approach." Asia Pacific Journal of Tourism Research (2021). (ABDC rank "A")

  • Islam, Md Rafiqul, Shanjita Akter, Md Rakybuzzaman Ratan, Abu Raihan M. Kamal, and Guandong Xu. "Deep Visual Analytics (DVA): Applications, Challenges and Future Directions." Human-Centric Intelligent Systems (2021).

  • Islam, Md Rafiqul, Shaowu Liu, Rhys Biddle, Imran Razzak, Xianzhi Wang, Peter Tilocca, and Guandong Xu. "Discovering dynamic adverse behavior of policyholders in the life insurance industry." Technological Forecasting and Social Change (2020): 120486. (ABDC rank "A") (Q1, IF: 10.88)

  • Islam, Md Rafiqul, Shaowu Liu, Xianzhi Wang, and Guandong Xu. "Deep learning for misinformation detection on online social networks: a survey and new perspectives." Social Network Analysis and Mining 10, no. 1 (2020): 1-20. (Q1, Springer)

  • Islam, Md Rafiqul, Shah Jahan Miah, Abu Raihan M. Kamal, and Oliver Burmeister. "A Design Construct of Developing Approaches to Measure Mental Health Conditions." Australasian Journal of Information Systems (2019). (ABDC Rank: “A”)

  • Islam, Md Rafiqul, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan M. Kamal, Hua Wang, and Anwaar Ulhaq. "Depression detection from social network data using machine learning techniques." Health information science and systems 6, no. 1 (2018): 8. ((Q1, Springer))

  • Islam, Md Rafiqul, Xiaoxia Yin, Anwaar Ulhaq, Yanchun Zhang, Hua Wang, Noreen Anjum, and Thomas Kron. "A survey of graph based complex brain network analysis using functional and diffusional MRI." American Journal of Applied Sciences 14, no. 12 (2018): 1186-1208. (Rank: Q2, Science Publication)

  • Islam, Md Rafiqul, Naznin Sultana, Mohammad Ali Moni, Prohollad Chandra Sarkar, and Bushra Rahman. "A comprehensive survey of time series anomaly detection in online social network data." International Journal of Computer Applications 180, no. 3 (2017): 13-22.

  • Md, Hannan, Md Rafiqul Islam, Md Ashraful Haque, Md Safaet Hossain, Anwaar Ul-Haq, and Jeyson Jaman Sawan. "Automated Face Detection, Recognition and Gender Estimation Applied to Person Identification." Journal of Computer Science 15, no. 3 (2019): 395-415. (Rank: Q2, Science Publication)

 

Peer-reviewed conference articles (Published)

  • Abdul Matin, Md Rafiqul Islam, Xianzhi Wang, Huan Huo. " Robust Multimodal Approach for Assembly Action Recognition". 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2024).

  • Nguyen Thanh Thao Lam, Nu Uyen Phuong Le, Md Rafiqul Islam, Md Kowsar Hossain Sakib, Shanjita Akter Prome, Cesar Sanin, Edward Szczerbicki, Jianlong Zhou. "SpamVis: A Visual Interactive System for Spam Review Detection". 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2024).

  • Kushal Pokhrel, Cesar Sanin, Md. Kowsar Hossain Sakib, Md Rafiqul Islam, and Edward Szczerbicki. "An Adversarial Machine Learning Approach on Securing Large Language Model with Vigil, an Open-Source Initiative". 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2024).

  • Md Rafiqul Islam, Lam Nguyen Thanh Thao, Shanjita Akter Prome, Md. Kowsar Hossain Sakib, Cesar Sanin, Guandong Xu, Weidong Huang. "ExclusionVis: A Visual Interactive System for Exclusion Analysis in Life Insurance Using Machine Learning Techniques". The 11th International Conference on Behavioral and Social Computing (BESC 2024), IEEE.

  • Md. Kowsar Hossain Sakib, Md Rafiqul Islam, Shanjita Akter Prome, Nguyen Thanh Thao Lam, David Asirvatham, Neethiahnanthan Ari Ragavan, Xianzhi Wang and Cesar Sanin. " MVIS4LD: Multimodal Visual Interactive System for Lie Detection". 16th Asian Conference on Intelligent Information and Database Systems, Springer, 2024.

  • Kushal Pokhrel, Cesar Sanin, Md Rafiqul Islam, Md. Kowsar Hossain Sakib and Edward Szczerbicki. " OrphaGPT - Enhancing Orphan Disease Classification by Fine-Tuning a Large Language Model". 16th Asian Conference on Intelligent Information and Database Systems, Springer, 2024.

  • Md. Nabil Rahman Khan, Most. Sadia Salsabil, Khan Md Hasib, Md Rafiqul Islam, Mohammad Shafiul Alam, Cesar Sanin and Edward Szczerbicki. " News That Moves the Market: DSEX-News Dataset for Forecasting DSE Using BERT". 16th Asian Conference on Intelligent Information and Database Systems, Springer, 2024.

  • Islam, Md Rafiqul, Md Kowsar Hossain Sakib, Shanjita Akter Prome, Anwaar Ulhaq, Cesar Sanin and David Asirvatham. "Machine Learning with Explainability for Suicide Ideation Detection from Social Media Data". The 10th International Conference on Behavioral and Social Computing (BESC 2023), IEEE.

  • David Hason Rudd, Huan Huo, Md Rafiqul Islam and Guandong Xu. " Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data". The 10th International Conference on Behavioral and Social Computing (BESC 2023), IEEE.

  • Islam, Md Rafiqul, Md Kowsar Hossain Sakib, Shanjita Akter, Anwaar Ulhaq, Jianlong Zhou, and David Asirvatham. "SIDVis: Designing Visual Interactive System for Analyzing Suicide Ideation Detection". The 27th International Conference Information Visualization (IV-2023), IEEE. (Best Paper Awards 2023)

  • Ashley Nguyen, Md Rafiqul Islam, Huan Huo, Peter Tilocca, and Guandong Xu. " Explainable exclusion in the life insurance using multi-label classifier". The International Joint Conference on Neural Network (IJCNN-2023), IEEE.

  • Abdullah, Ibrahima Faye, Md Rafiqul Islam. "Electroencephalogram Channel Selection using Deep Reinforcement Learning". The 4th Sustainability and Resilience Conference: Design Innovation (SRC-2022), IEEE. 

  • Lei Yang, Yao Xie, Md Rafiqul Islam and Guandong Xu. " Big Data and Artificial Intelligence to Detect Glaucoma". The 9th International Conference on Behavioral and Social Computing (BESC 2022), IEEE.

  • Wilson Kurnia Lukmanjaya, Md Rafiqul Islam and Guandong Xu. " Evidence-Based Process in Research Involving Machine Learning Algorithms". The 9th International Conference on Behavioral and Social Computing (BESC 2022).

  • Avery Tzeng Chiet Ngiam, Md Rafiqul Islam and Guandong Xu. " ECTRS: A Personalised Early Career Trajectory Recommender System for Youths". The 9th International Conference on Behavioral and Social Computing (BESC 2022), IEEE.

  • Fuad Ahmed, Rubayea Ferdows, Md Rafiqul Islam, Abu Raihan M Kamal. " DeepVis: A Visual Interactive System for Exploring Performance of Deep Learning Models". 10th International Conference on Information and Education Technology (ICIET), (2022)

  • Fuad Ahmed, Rubayea Ferdows, Md Rafiqul Islam, Abu Raihan M Kamal. " Exploring Causal Effect of Personal Financial Activities by Social Media Influences". 24th International Conference on Computer and Information Technology (ICCIT) (2021).

  • Islam, Md Rafiqul, Imran Razzak, Xianzhi Wang, Peter Tilocca, and Guandong Xu. "UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System". The International Joint Conference on Neural Networks (IJCNN) 2021. (Core Conference Rank: A).

  •  Jahan, Sadia, Md Rafiqul Islam, Hasib, Khan Md, Naseem, Usman, Islam, Md. Saiful "Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis". The International Joint Conference on Neural Networks (IJCNN) 2021. (Core Conference Rank: A).

  • Joshua Zerafa, Md Rafiqul Islam, Muhammad Ashad Kabir, and Guandong Xu. "ExTraVis: Exploration of Traffic Incident Using Visual Interactive System". The 25th International Conference Information Visualization (IV-2021), Australia. (Rank: B).

  • Islam, Md Rafiqul, Imran Razzak, Xianzhi Wang, Peter Tilocca, and Guandong Xu. "ExVis: Explainable Visual Decision Support System for Risk Management". The 8th International Conference on Behavioral and Social Computing (BESC 2021), IEEE.

  • Islam, Md Rafiqul, Shaowu Liu, Imran Razzak, Xianzhi Wang, Muhammad Ashad Kabir, and Guandong Xu. "MHIVis: Visual Analytics for Exploring Mental Illness of Policyholder's in Life Insurance Industry". The 7th International Conference on Behavioral and Social Computing (BESC 2020), IEEE.

  • Islam, Md Tariqul, Md Rafiqul Islam, Sanjita Akter, Mohsina Kawser. “Designing Dashboard for Exploring Tourist Hotspot in Bangladesh". The 23rd International Conference on Computer and Information Technology (ICCIT 2020).

  • Islam, Md Rafiqul, Abu Raihan M. Kamal, Naznin Sultana, Robiul Islam, and Mohammad Ali Moni. "Detecting depression using K-nearest neighbors (KNN) classification technique." In 2018 International Conference on Computer, Communication, Chemical, Material and Electronic Engineering (IC4ME2), pp. 1-4. IEEE, 2018. 

  • Subramani, Sudha, Hua Wang, Md Rafiqul Islam, Anwaar Ulhaq, and Manjula O’Connor. "Child abuse and domestic abuse: Content and feature analysis from social media disclosures." In Australasian Database Conference, pp. 174-185. Springer, Cham, 2018. 

  • Prova, Alpana Akhi, Tania Akter, Md Rafiqul Islam, Md Rakib Uddin, Tanvir Hossain, Md Hannan, and Md Safaet Hossain. "Analysis of Online Marketplace Data on Social Networks Using LSTM." In 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), pp. 381-385. IEEE, 2019. 
     

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