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PUBLICATIONS

Google Scholar Profile: https://scholar.google.com/citations?user=8vlRxUIAAAAJ&hl=en

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Peer-reviewed journal articles (Published)

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  • Islam, Md Rafiqul, Razzak Imran, Wang Xianzhi, Tilocca, Peter, and Xu, Guandong. "Natural Language Interactions Enhanced by Data Visualization for Exploring Insurance Claims and Manage Risk". The Annals of Operations Research, (2022) (Springer). (Rank: A)

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  • 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 (2022): 120486.(Q1, Elsevier) (ranked "A" by the Australian Council of Professors and Heads of Information Systems)

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  • 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). ​

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  • 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).

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  • Usman Naseem, Shaina Raza, Junaid Rashid, Jungeun Kim, Md Rafiqul Islam, Atiqa Qazi, Andrew Levulva. " Sentiment Analysis of COVID-19 Tweets Using Machine Learning”. Journal of Healthcare Engineering (2022)

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

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  • Omar Sharif, Islam, Md Rafiqul, 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) (Springer). ​

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  • 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 Systems, (2021) (Atlantis Press). 

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  • 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). (Taylor and Francis) (Rank A, Q1) (Accepted) (News*)

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  • Mosiur Rahman, Md Rafiqul Islam, Sharmin Akter, Shanjita Akter, Linta Islam, and Guandong Xu. "DiaVis: Exploration and Analysis of Diabetes through Visual Interactive System." Hum-Centric Intell Syst (2021).

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  • 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). ​

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  • 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)

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  • Khan Md. Hasib, Nurul Akter Towhid, Islam, Md Rafiqul. "HSDLM: A Hybrid Sampling with Deep Learning Method for Imbalanced Data Classification." International Journal of Cloud Applications and Computing (2020). (Web of Science Indexing)

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  • 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 23 (2019). (ranked "A" by the Australian Council of Professors and Heads of Information Systems)

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  • 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))

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  • 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)

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  • 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.

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  • Md, Hannan, Islam, Md Rafiqul, 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)

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Peer-reviewed journal articles (Under Review)

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  • Islam, Md Rafiqul, Shanjita Akter, Md Rakybuzzaman Ratan, Linta Islam, Imran Razzak, and Guandong Xu. "Strategies for Evaluating Visual Analytics System for Data Visualization”. The Visual Computer. (Q1) (2022).

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  • Abdullah; Ibrahima Faye; Md Rafiqul Islam " An end-to-end learnable deep learning approach for EEG channel prediction". Engineering Applications of Artificial Intelligence. (Q1) (2022).

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  • Victor Change, Abdul Ahad, Md Rafiqul Islam, Jobair Ahmed. "Using Machine Learning and AI for Tourism Analysis of Bangladesh." The Annals of Operations Research, (2022) (Springer). (Q1) (ABDC rank "A")

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  • 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, (2022).  

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  • 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, (2022). ​

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  • 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, (2022).

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  • Hafiz Suliman Munawar, Amirhossein Heravi, Ammar Aljasmi, Md Rafiqul Islam. " Current Applications and Future Opportunities for Using Cutting-Edge Technologies in Construction Industry: A Systematic Review". Human-Centric Intelligent Systems, (2022). ​

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  • Hafiz Suliman Munawar, Mohammad Mojtahedi; Ahmed Hammad; Michael J. Otswald; Travis Waller; Md Rafiqul Islam; Ammar Aljasmi. " UAV-based Intelligent Flood Risk Management: A Technological Framework". Human-Centric Intelligent Systems, (2022). ​

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Conference articles

 

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

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  • 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.

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  • 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).

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  • 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.

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

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

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

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

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  • Islam, Md Rafiqul, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, and Guandong Xu. "MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry." In 2020 7th International Conference on Behavioural and Social Computing (BESC), pp. 1-4. IEEE, 2020. 

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  • Islam, Md Tariqul, Md Rafiqul Islam, Sanjita Akter, and Mohsina Kawser. "Designing Dashboard for Exploring Tourist Hotspots in Bangladesh." In 2020 23rd International Conference on Computer and Information Technology (ICCIT), pp. 1-6. IEEE, 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, Islam, Md Rafiqul, 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, Islam, Md Rafiqul, 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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Peer-reviewed conference articles (Under Review)

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  • 1.     Md. Kowsar Hossain Sakib, Md Rafiqul Islam, A. S. M. Shafi, Abdullah, David Asirvatham, Hafiz Suliman Munawar, Anwar Ulhaq" Learning Convolutional Features for Diagnosis of Glaucoma from Retinal Fundus Images". The 25th International Conference on Computer and Information Technology (ICCIT-2022), IEEE. ​

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