Md. Rafiqul Islam

39 papers B 7C 2Misc 1Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Enhancing Flood Prediction Reliability with RAFT-VLLM: A Retrieval Augmented and Fine-Tuned VLLM Approach for Geospatial Analysis. KES Sebastian Ramirez V, Cesar Sanín, Md. Rafiqul Islam, Kushal Pokhrel, Md. Kowsar Hossain Sakib, Edward Szczerbicki
2025	J	`jnl`	Improved Skin Disease Classification with Mask R-CNN and Augmented Dataset. Cybern. Syst. Kushal Pokhrel, Cesar Sanín, Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Edward Szczerbicki
2025	B	`conf`	Location-Aware Deep Neural Network for Predicting Indoor 5G RSSI and CQI Using Drone-Based External RF Sensing. KES David Hason Rudd, Cesar Sanín, Koh Ming En, Xingyi Gao, Md. Rafiqul Islam, Mehedi Hasan, Xianzhi Wang, Angela Huo, Guandong Xu
2025	—	`conf`	MVis4SID: Multimodal Visual Interactive System for Suicide Ideation Detection. WWW (Companion Volume) Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Shanjita Akter Prome, Sadia Jahan, David Asirvatham, Neethiahnanthan Ari Ragavan, Cesar Sanín, Weidong Huang
2024	B	`conf`	An Adversarial Machine Learning Approach on Securing Large Language Model with Vigil, an Open-Source Initiative. KES Kushal Pokhrel, Cesar Sanín, Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Edward Szczerbicki
2024	—	`conf`	Exclusion Vis: A Visual Interactive System for Exclusion Analysis in Life Insurance Using Machine Learning Techniques. BESC Md. Rafiqul Islam, Thanh Thao Lam Nguyen, Shanjita Akter Prome, Md. Kowsar Hossain Sakib, Cesar Sanín, Guandong Xu, Weidong Huang
2024	J	`jnl`	LDNet: A Robust Hybrid Approach for Lie Detection Using Deep Learning Techniques. Comput. Mater. Continua Shanjita Akter Prome, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, David Asirvatham, Neethiahnanthan Ari Ragavan, Cesar Sanín, Edward Szczerbicki
2024	—	`conf`	MVis4LD: Multimodal Visual Interactive System for Lie Detection. ACIIDS (2) Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Shanjita Akter Prome, Thanh Thao Lam Nguyen, David Asirvatham, Neethiahnanthan Ari Ragavan, Xianzhi Wang, Cesar Sanín
2024	J	`jnl`	Natural language interactions enhanced by data visualization to explore insurance claims and manage risk. Ann. Oper. Res. Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu
2024	—	`conf`	News that Moves the Market: DSEX-News Dataset for Forecasting DSE Using BERT. ACIIDS (Companion 2) Md. Nabil Rahman Khan, Most. Sadia Salsabil, Khan Md. Hasib, Md. Rafiqul Islam, Mohammad Shafiul Alam, Cesar Sanín, Edward Szczerbicki
2024	—	`conf`	OrphaGPT: An Adapted Large Language Model for Orphan Diseases Classification. ACIIDS (1) Kushal Pokhrel, Cesar Sanín, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Edward Szczerbicki
2024	B	`conf`	Robust Multimodal Approach for Assembly Action Recognition. KES Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo
2024	B	`conf`	SpamVis: A Visual Interactive System for Spam Review Detection. KES Thanh Thao Lam Nguyen, Nu Uyen Phuong Le, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Shanjita Akter Prome, Cesar Sanín, Edward Szczerbicki, Jianlong Zhou
2024	—	`conf`	Speech Emotion Recognition Using Mel Spectrogram HPCA and Variational Mode Decomposition. BESC David Hason Rudd, Xingyi Gao, Md. Rafiqul Islam, Huan Huo, Guandong Xu
2024	J	`jnl`	Strategies for evaluating visual analytics systems: A systematic review and new perspectives. Inf. Vis. Md. Rafiqul Islam, Shanjita Akter, Linta Islam, Imran Razzak, Xianzhi Wang, Guandong Xu
2023	J	`jnl`	AIoT for sustainable manufacturing: Overview, challenges, and opportunities. Internet Things Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo, Guandong Xu
2023	—	`conf`	Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data. BESC David Hason Rudd, Huan Huo, Md. Rafiqul Islam, Guandong Xu
2023	J	`jnl`	Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data. CoRR David Hason Rudd, Huan Huo, Md. Rafiqul Islam, Guandong Xu
2023	J	`jnl`	Depression Detection From Social Networks Data Based on Machine Learning and Deep Learning Techniques: An Interrogative Survey. IEEE Trans. Comput. Soc. Syst. Khan Md. Hasib, Md. Rafiqul Islam, Shadman Sakib, Md. Ali Akbar, Imran Razzak, Mohammad Shafiul Alam
2023	B	`conf`	Explainable exclusion in the life insurance using multi-label classifier. IJCNN Khanh-Van Nguyen, Md. Rafiqul Islam, Huan Huo, Peter Tilocca, Guandong Xu
2023	—	`conf`	Machine Learning with Explainability for Suicide Ideation Detection from Social Media Data. BESC Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Shanjita Akter Prome, Xianzhi Wang, Anwaar Ulhaq, Cesar Sanín, David Asirvatham
2023	C	`conf`	SIDVis: Designing Visual Interactive System for Analyzing Suicide Ideation Detection. IV Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Shanjita Akter, Jianlong Zhou, David Asirvatham
2022	J	`jnl`	Analyzing the Impact of Demographic Variables on Spreading and Forecasting COVID-19. J. Heal. Informatics Res. Omar Sharif, Md. Rafiqul Islam, Md Zobaer Hasan, Muhammad Ashad Kabir, Md Emran Hasan, Salman A. AlQahtani, Guandong Xu
2022	J	`jnl`	AutoCl : A Visual Interactive System for Automatic Deep Learning Classifier Recommendation Based on Models Performance. CoRR Fuad Ahmed, Rubayea Ferdows, Md. Rafiqul Islam, Abu Raihan M. Kamal
2022	—	`conf`	Big Data and Artificial Intelligence (AI) to Detect Glaucoma. BESC Lei Yang, Yao Xie, Md. Rafiqul Islam, Guandong Xu
2022	J	`jnl`	Convolutional Auto-Encoder and Independent Component Analysis Based Automatic Place Recognition for Moving Robot in Invariant Season Condition. Hum. Centric Intell. Syst. Md. Tariqul Islam, Khan Md. Hasib, Md. Mahbubur Rahman, Abdur Nur Tusher, Mohammad Shafiul Alam, Md. Rafiqul Islam
2022	—	`conf`	ECTRS: A Personalised Early Career Trajectory Recommender System for Youths. BESC Avery Tzeng Chiet Ngiam, Md. Rafiqul Islam, Guandong Xu
2022	—	`conf`	Evidence-Based Process in Research Involving Machine Learning Algorithms. BESC Wilson Kurnia Lukmanjaya, Md. Rafiqul Islam, Guandong Xu
2022	—	`conf`	Explainable NLQ-based Visual Interactive System: Challenges and Objectives. ICCA Md. Kazi Abdul Halim Sumon, Md. Hamjajul Ashmafee, Md. Rafiqul Islam, Abu Raihan Mostofa Kamal
2022	J	`jnl`	Identifying Heterogeneity of Diabetics Mellitus Based on the Demographical and Clinical Characteristics. Hum. Centric Intell. Syst. Linta Islam, Md. Rafiqul Islam, Shanjita Akter, Md Zobaer Hasan, Mohammad Ali Moni, Mohammed Nasir Uddin
2021	J	`jnl`	Deep Visual Analytics (DVA): Applications, Challenges and Future Directions. Hum. Centric Intell. Syst. Md. Rafiqul Islam, Shanjita Akter, Md Rakybuzzaman Ratan, Abu Raihan M. Kamal, Guandong Xu
2021	C	`conf`	ExTraVis: Exploration of Traffic Incidents Using a Visual Interactive System. IV Joshua Zerafa, Md. Rafiqul Islam, Muhammad Ashad Kabir, Guandong Xu
2021	—	`conf`	ExVis: Explainable Visual Decision Support System for Risk Management. BESC Md. Rafiqul Islam, Jiaming Zhang, Md. Hamjajul Ashmafee, Imran Razzak, Jianlong Zhou, Xianzhi Wang, Guandong Xu
2021	B	`conf`	UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System. IJCNN Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu
2020	J	`jnl`	Deep learning for misinformation detection on online social networks: a survey and new perspectives. Soc. Netw. Anal. Min. Md. Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu
2020	—	`conf`	MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry. BESC Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu
2019	J	`jnl`	A Design Construct of Developing Approaches to Measure Mental Health Conditions. Australas. J. Inf. Syst. Md. Rafiqul Islam, Shah Jahan Miah, Abu Raihan M. Kamal, Oliver K. Burmeister
2018	Misc	`conf`	Child Abuse and Domestic Abuse: Content and Feature Analysis from Social Media Disclosures. ADC Sudha Subramani, Hua Wang, Md. Rafiqul Islam, Anwaar Ulhaq, Manjula O'Connor
2018	J	`jnl`	Depression detection from social network data using machine learning techniques. Health Inf. Sci. Syst. Md. Rafiqul Islam, Muhammad Ashad Kabir, Ashir Ahmed, Abu Raihan M. Kamal, Hua Wang, Anwaar Ulhaq