Publications & Research
A comprehensive archive of my scholarly articles, conference papers, and contributions to the scientific community.
Academic Profiles
Find my complete publication record on these platforms
Conceptual Design and Evaluation Plan of a Mobile Relational Agent for Dengue Management in Bangladesh
19th International Conference on Design Science Research in Information Systems and Technology (DESRIST), University West, Trollhättan, Sweden (Paper 66)
Show more
Abstract
This research-in-progress paper presents a conceptual design for a mobile relational agent to assist with dengue management in Bangladesh, including evaluation plans.
Relational Agent-Enabled mHealth Platform for Addressing Dengue Crisis in Bangladesh
2024 IEEE Engineering in Medicine & Biology Society (EMBC), Annual International Conference (Accepted for poster presentation)
Show more
Abstract
A poster presentation introducing a mobile health platform using relational agents to address the dengue crisis in Bangladesh, focusing on preventive measures and early intervention.
Advancements in Bangla Speech Emotion Recognition: A Deep Learning Approach with Cross-Lingual Validation
2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), Singapore
Show more
Abstract
This paper explores advancements in Bangla speech emotion recognition using deep learning techniques with cross-lingual validation to improve emotion detection in multilingual contexts.
Multiclass Classification for GvHD Prognosis Prior to Allogeneic Stem Cell Transplantation
36th Australasian Joint Conference on Artificial Intelligence (AJCAI), AI 2023: Advances in Artificial Intelligence, Perth, WA, Australia. Lecture Notes in Computer Science, vol 14430. Springer, Cham
Show more
Abstract
A machine learning approach for predicting Graft-versus-Host Disease outcomes before stem cell transplantation, improving patient risk assessment.
Liver Disease Classification by Pruning Data Dependency Utilizing Ensemble Learning Based Feature Selection
36th Australasian Joint Conference on Artificial Intelligence (AJCAI), AI 2023: Advances in Artificial Intelligence, Perth, WA, Australia. Lecture Notes in Computer Science, vol 14430. Springer, Cham
Show more
Abstract
This paper proposes an ensemble learning approach for feature selection to improve liver disease classification by reducing data dependencies.
Word Sense Disambiguation of Bengali Words using FP-Growth Algorithm
International Conference on Electrical, Computer and Communication Engineering (ECCE)
Show more
Abstract
This research addresses word sense disambiguation in Bengali using the FP-Growth algorithm to improve natural language processing for Bengali text.
Detecting Sex From Handwritten Examples
IEEE International Conference on System, Computation, Automation and Networking (ICSCA)
Show more
Abstract
A novel approach to determine the sex of a writer based on handwriting samples, using machine learning techniques for feature extraction and classification.