195 citations
- International University of Business Agriculture and TechnologyBD4 papers
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- Bangladesh University of Engineering and TechnologyBD3 papers
- BRAC UniversityBD3 papers
- University of South FloridaUS3 papers
- American International University-BangladeshBD2 papers
- Commonwealth Scientific and Industrial Research OrganisationAU2 papers
- Data61AU2 papers
- Dhaka University of Engineering & TechnologyBD2 papers
- East Delta UniversityBD2 papers
- Khulna University of Engineering and TechnologyBD2 papers
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15 papers · 1 filter
SleepExplain: Explainable Non-Rapid Eye Movement and Rapid Eye Movement Sleep Stage Classification from EEG Signal
Rafsan Jany, Md. Hamjajul Ashmafee, Iqram Hussain +1
Classification of sleep stages is one of the most important diagnostic approaches for a variety of sleep-related disorders. Electroencephalography (EEG) is regarded as a powerful t…
Risk Prediction of Cardiovascular Disease for Diabetic Patients with Machine Learning and Deep Learning Techniques
Esha Chowdhury
Accurate prediction of cardiovascular disease (CVD) risk is crucial for healthcare institutions. This study addresses the growing prevalence of diabetes and its strong link to hear…
Attention-Enhanced LSTM Modeling for Improved Temperature and Rainfall Forecasting in Bangladesh
Usman Gani Joy, Shahadat kabir, Tasnim Niger
Accurate climate forecasting is vital for Bangladesh, a region highly susceptible to climate change impacts on temperature and rainfall. Existing models often struggle to capture l…
AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing
Md Abrar Jahin, Taufikur Rahman Fuad, M. F. Mridha +2
Federated Learning (FL) faces inherent challenges in balancing model performance, privacy preservation, and communication efficiency, especially in non-IID decentralized environmen…
An Explainable Machine Learning Framework for the Accurate Diagnosis of Ovarian Cancer
Asif Newaz, Abdullah Taharat, Md Sakibul Islam +1
Ovarian cancer (OC) is one of the most prevalent types of cancer in women. Early and accurate diagnosis is crucial for the survival of the patients. However, the majority of women…
AutoCl : A Visual Interactive System for Automatic Deep Learning Classifier Recommendation Based on Models Performance
Fuad Ahmed, Rubayea Ferdows, Md Rafiqul Islam +1
Nowadays, deep learning (DL) models being increasingly applied to various fields, people without technical expertise and domain knowledge struggle to find an appropriate model for…