Md. Rafiqul Islam

According to our database, Md. Rafiqul Islam authored at least 27 papers between 2018 and 2024.

Collaborative distances:

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

2024

Natural language interactions enhanced by data visualization to explore insurance claims and manage risk.

Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu

Ann. Oper. Res., August, 2024

Strategies for evaluating visual analytics systems: A systematic review and new perspectives.

Md. Rafiqul Islam, Shanjita Akter, Linta Islam, Imran Razzak, Xianzhi Wang, Guandong Xu

Inf. Vis., January, 2024

MVis4LD: Multimodal Visual Interactive System for Lie Detection.

Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Shanjita Akter Prome, Thanh Thao Lam Nguyen, David Asirvatham, Neethiahnanthan Ari Ragavan, Xianzhi Wang, Cesar Sanín

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

OrphaGPT: An Adapted Large Language Model for Orphan Diseases Classification.

Kushal Pokhrel, Cesar Sanín, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Edward Szczerbicki

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023

AIoT for sustainable manufacturing: Overview, challenges, and opportunities.

Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo, Guandong Xu

Internet Things, December, 2023

Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey.

Khan Md. Hasib, Md. Rafiqul Islam, Shadman Sakib, Md. Ali Akbar, Imran Razzak, Mohammad Shafiul Alam

IEEE Trans. Comput. Soc. Syst., August, 2023

Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data.

David Hason Rudd, Huan Huo, Md. Rafiqul Islam, Guandong Xu

CoRR, 2023

SIDVis: Designing Visual Interactive System for Analyzing Suicide Ideation Detection.

Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Shanjita Akter, Jianlong Zhou, David Asirvatham

Proceedings of the 27th International Conference Information Visualisation, 2023

Explainable exclusion in the life insurance using multi-label classifier.

Khanh-Van Nguyen, Md. Rafiqul Islam, Huan Huo, Peter Tilocca, Guandong Xu

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season Condition.

Md. Tariqul Islam, Khan Md. Hasib, Md. Mahbubur Rahman, Abdur Nur Tusher, Mohammad Shafiul Alam, Md. Rafiqul Islam

Hum. Centric Intell. Syst., December, 2022

Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics.

Linta Islam, Md. Rafiqul Islam, Shanjita Akter, Md Zobaer Hasan, Mohammad Ali Moni, Mohammed Nasir Uddin

Hum. Centric Intell. Syst., June, 2022

Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19.

Omar Sharif, Md. Rafiqul Islam, Md Zobaer Hasan, Muhammad Ashad Kabir, Md Emran Hasan, Salman A. AlQahtani, Guandong Xu

J. Heal. Informatics Res., 2022

AutoCl : A Visual Interactive System for Automatic Deep Learning Classifier Recommendation Based on Models Performance.

Fuad Ahmed, Rubayea Ferdows, Md. Rafiqul Islam, Abu Raihan M. Kamal

CoRR, 2022

Explainable NLQ-based Visual Interactive System: Challenges and Objectives.

Md. Kazi Abdul Halim Sumon, Md. Hamjajul Ashmafee, Md. Rafiqul Islam, Abu Raihan Mostofa Kamal

Proceedings of the ICCA 2022: 2nd International Conference on Computing Advancements, Dhaka, Bangladesh, March 10, 2022

Big Data and Artificial Intelligence (AI) to Detect Glaucoma.

Lei Yang, Yao Xie, Md. Rafiqul Islam, Guandong Xu

Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022

ECTRS: A Personalised Early Career Trajectory Recommender System for Youths.

Avery Tzeng Chiet Ngiam, Md. Rafiqul Islam, Guandong Xu

Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022

Evidence-Based Process in Research Involving Machine Learning Algorithms.

Wilson Kurnia Lukmanjaya, Md. Rafiqul Islam, Guandong Xu

Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022

2021

<i>DiaVis</i>: Exploration and Analysis of Diabetes through Visual Interactive System.

Mosiur Rahman, Md. Rafiqul Islam, Sharmin Akter, Shanjita Akter, Linta Islam, Guandong Xu

Hum. Centric Intell. Syst., 2021

Deep Visual Analytics (DVA): Applications, Challenges and Future Directions.

Md. Rafiqul Islam, Shanjita Akter, Md Rakybuzzaman Ratan, Abu Raihan M. Kamal, Guandong Xu

Hum. Centric Intell. Syst., 2021

ExTraVis: Exploration of Traffic Incidents Using a Visual Interactive System.

Joshua Zerafa, Md. Rafiqul Islam, Muhammad Ashad Kabir, Guandong Xu

Proceedings of the 25th International Conference Information Visualisation, 2021

UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System.

Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu

Proceedings of the International Joint Conference on Neural Networks, 2021

ExVis: Explainable Visual Decision Support System for Risk Management.

Md. Rafiqul Islam, Jiaming Zhang, Md. Hamjajul Ashmafee, Imran Razzak, Jianlong Zhou, Xianzhi Wang, Guandong Xu

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

2020

Deep learning for misinformation detection on online social networks: a survey and new perspectives.

Md. Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu

Soc. Netw. Anal. Min., 2020

MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry.

Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu

Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

2019

A Design Construct of Developing Approaches to Measure Mental Health Conditions.

Md. Rafiqul Islam, Shah Jahan Miah, Abu Raihan M. Kamal, Oliver K. Burmeister

Australas. J. Inf. Syst., 2019

2018

Depression detection from social network data using machine learning techniques.

Md. Rafiqul Islam, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan M. Kamal, Hua Wang, Anwaar Ulhaq

Health Inf. Sci. Syst., 2018

Child Abuse and Domestic Abuse: Content and Feature Analysis from Social Media Disclosures.

Sudha Subramani, Hua Wang, Md. Rafiqul Islam, Anwaar Ulhaq, Manjula O'Connor

Proceedings of the Databases Theory and Applications, 2018