Md Shofiqul Islam

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN

Md Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana et al. · Neural Networks · 2023 · 82 citations · Full text

Convolutional Neural Network, Recurrent Neural Network, Engineering +5

Multimodal Hybrid Deep Learning Approach to Detect Tomato Leaf Disease Using Attention Based Dilated Convolution Feature Extractor with Logistic Regression Classification

Md Shofiqul Islam, Sunjida Sultana, Fahmid Al Farid et al. · Sensors · 2022 · 72 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia

Md Shofiqul Islam, Md Nahidul Islam, Noramiza Hashim et al. · IEEE Access · 2022 · 61 citations · Full text

Data Augmentation, Deep Neural Networks, Engineering +14

Machine Learning Methods to Predict and Analyse Unconfined Compressive Strength of Stabilised Soft Soil with Polypropylene Columns

Md. Ikramul Hoque, Muzamir Hasan, Md Shofiqul Islam et al. · Cogent Engineering · 2023 · 23 citations · Full text

Geotechnical Engineering, Engineering, Machine Learning +12

Improving Wheat Leaf Disease Classification: Evaluating Augmentation Strategies and CNN-Based Models With Limited Dataset

Syed Taha Yeasin Ramadan, Tanjim Sakib, Fahmid Al Farid et al. · IEEE Access · 2024 · 20 citations · Full text