Md. Rafiqul Islam

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Churn Prediction

Visual Analytics

Top Venues

Hum. Centric Intell. Syst.

Publications

Md. Rafiqul Islam, Shanjita Akter, Linta Islam, Imran Razzak, Xianzhi Wang, Guandong Xu
Strategies for evaluating visual analytics systems: A systematic review and new perspectives. Inf. Vis. 23 (1) (2024)
Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu
Natural language interactions enhanced by data visualization to explore insurance claims and manage risk. Ann. Oper. Res. 339 (3) (2024)
Kushal Pokhrel, Cesar Sanín, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Edward Szczerbicki
OrphaGPT: An Adapted Large Language Model for Orphan Diseases Classification. ACIIDS (1) (2024)
Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo, Guandong Xu
AIoT for sustainable manufacturing: Overview, challenges, and opportunities. Internet Things 24 (2023)
Khanh-Van Nguyen, Md. Rafiqul Islam, Huan Huo, Peter Tilocca, Guandong Xu
Explainable exclusion in the life insurance using multi-label classifier. IJCNN (2023)
Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Shanjita Akter, Jianlong Zhou, David Asirvathamt
SIDVis: Designing Visual Interactive System for Analyzing Suicide Ideation Detection. IV (2023)
Khan Md. Hasib, Md. Rafiqul Islam, Shadman Sakib, Md. Ali Akbar, Imran Razzak, Mohammad Shafiul Alam
Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey. IEEE Trans. Comput. Soc. Syst. 10 (4) (2023)
David Hason Rudd, Huan Huo, Md. Rafiqul Islam, Guandong Xu
Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data. CoRR (2023)
Omar Sharif, Md. Rafiqul Islam, Md Zobaer Hasan, Muhammad Ashad Kabir, Md Emran Hasan, Salman A. AlQahtani, Guandong Xu
Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19. J. Heal. Informatics Res. 6 (1) (2022)
Avery Tzeng Chiet Ngiam, Md. Rafiqul Islam, Guandong Xu
ECTRS: A Personalised Early Career Trajectory Recommender System for Youths. BESC (2022)
Wilson Kurnia Lukmanjaya, Md. Rafiqul Islam, Guandong Xu
Evidence-Based Process in Research Involving Machine Learning Algorithms. BESC (2022)
Linta Islam, Md. Rafiqul Islam, Shanjita Akter, Md Zobaer Hasan, Mohammad Ali Moni, Mohammed Nasir Uddin
Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics. Hum. Centric Intell. Syst. 2 (1-2) (2022)
Fuad Ahmed, Rubayea Ferdows, Md. Rafiqul Islam, Abu Raihan M. Kamal
AutoCl : A Visual Interactive System for Automatic Deep Learning Classifier Recommendation Based on Models Performance. CoRR (2022)
Md. Tariqul Islam, Khan Md. Hasib, Md. Mahbubur Rahman, Abdur Nur Tusher, Mohammad Shafiul Alam, Md. Rafiqul Islam
Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season Condition. Hum. Centric Intell. Syst. 3 (1) (2022)
Md. Rafiqul Islam, Jiaming Zhang, Md. Hamjajul Ashmafee, Imran Razzak, Jianlong Zhou, Xianzhi Wang, Guandong Xu
ExVis: Explainable Visual Decision Support System for Risk Management. BESC (2021)
Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu
UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System. IJCNN (2021)
Joshua Zerafa, Md. Rafiqul Islam, Muhammad Ashad Kabir, Guandong Xu
ExTraVis: Exploration of Traffic Incidents Using a Visual Interactive System. IV (2021)
Md. Rafiqul Islam, Shanjita Akter, Md Rakybuzzaman Ratan, Abu Raihan M. Kamal, Guandong Xu
Deep Visual Analytics (DVA): Applications, Challenges and Future Directions. Hum. Centric Intell. Syst. 1 (1-2) (2021)
Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu
MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry. BESC (2020)
Md. Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu
Deep learning for misinformation detection on online social networks: a survey and new perspectives. Soc. Netw. Anal. Min. 10 (1) (2020)
Md. Rafiqul Islam, Shah Jahan Miah, Abu Raihan M. Kamal, Oliver K. Burmeister
A Design Construct of Developing Approaches to Measure Mental Health Conditions. Australas. J. Inf. Syst. 23 (2019)
Md. Rafiqul Islam, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan M. Kamal, Hua Wang, Anwaar Ulhaq
Depression detection from social network data using machine learning techniques. Health Inf. Sci. Syst. 6 (1) (2018)
Sudha Subramani, Hua Wang, Md. Rafiqul Islam, Anwaar Ulhaq, Manjula O'Connor
Child Abuse and Domestic Abuse: Content and Feature Analysis from Social Media Disclosures. ADC (2018)