10 papers
From Knowledge to Legitimacy: A Philosophical Problem Discovery of AI Implementation Readiness in Public Health Disease Surveillance
Tithi Mitra, Souvik Pramanik, Most. Aysha Siddika Sumona +3
Despite being an emerging credible means of using artificial intelligence (AI) for improving disease surveillance via early detection of outbreaks, epidemics prediction and evidenc…
GAN-Diff : Coupling Pretrained WGAN-GP Features with Conditional Diffusion U-Nets
Saif Ahmed, Asadullah Hil Galib, S. M. Riaz Rahman Antu +5
Generative adversarial networks (GANs) can provide efficient image generation, while diffusion models offer high-quality image restoration but require iterative sampling. This pape…
Enhancing BiGRU with a KAN Block for Legal Document Classification and Summarization
Ahmed Faizul Haque Dhrubo, Souvik Pramanik, Most. Aysha Siddika Sumona +4
This study introduces a novel architecture of KAN-based BiGRU model for the task of classification and summarization of legal documents in a low-resource multilingual setup. In ord…
Bangla-WhisperDiar: Fine-Tuning Whisper and PyAnnote for Bangla Long-Form Speech Recognition and Speaker Diarization
Mohammed Aman Bhuiyan, Md Sazzad Hossain Adib, Samiul Basir Bhuiyan +4
Automatic Speech Recognition (ASR) and speaker diarization in Bangla remain challenging due to long form recordings, diverse acoustic conditions, and significant speaker variabilit…
STM32-Based Smart Waste Bin for Hygienic Disposal Using Embedded Sensing and Automated Control
Mohammed Aman Bhuiyan, Aritra Islam Saswato, Md. Misbah Khan +3
The increasing demand for hygienic and contactless solutions in public and private environments has encouraged the development of automated systems for everyday applications. This…
Fine-tuned Transformer Models for Breast Cancer Detection and Classification
Showkat Osman, Md. Tajwar Munim Turzo, Maher Ali Rusho +6
Breast cancer is still the second top cause of cancer deaths worldwide and this emphasizes the importance of necessary steps for early detection. Traditional diagnostic methods, su…
Intelligent Systems in Neuroimaging: Pioneering AI Techniques for Brain Tumor Detection
Md. Mohaiminul Islam, Md. Mofazzal Hossen, Maher Ali Rusho +6
This study deliberates on the application of advanced AI techniques for brain tumor classification through MRI, wherein the training includes the present best deep learning models…
Dynamic Sensitivity Filter Pruning using Multi-Agent Reinforcement Learning For DCNN's
Iftekhar Haider Chowdhury, Zaed Ikbal Syed, Ahmed Faizul Haque Dhrubo +1
Deep Convolutional Neural Networks have achieved state of the art performance across various computer vision tasks, however their practical deployment is limited by computational a…
A Portable and Cost-Effective System for Real-Time Air Quality Monitoring and Environmental Impact Assessment
S M Minhazur Rahman, Md. Amrin Ibna Hasnath, Rifatul Islam +2
Air pollution remains a major global issue that seriously impacts public health, environmental quality, and ultimately human health. To help monitor problem, we have created and co…
STM32-Based IoT Framework for Real-Time Environmental Monitoring and Wireless Node Synchronization
Ahmed Faizul Haque Dhrubo, Mohammad Abdul Qayum
The fast pace of technological growth has created a heightened need for intelligent, autonomous monitoring systems in a variety of fields, especially in environmental applications.…