A novel BiGRUBiLSTM model for Multilevel Sentiment Analysis Using Deep Neural Network with BiGRU-BiLSTM

by Islam, Md Shofiqul, Ngahzaifa, Ab. Ghani
Published 2021

A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations

by Islam, Md Shofiqul, Ngahzaifa, Ab. Ghani, Ahmed, Md Manjur
Published 2020

Handwritten character recognition using convolutional neural network

by Khandokar, I., Hasan, Md M., Ernawan, F., Islam, Md Shofiqul, Kabir, M. N.
Published 2021

HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text

by Islam, Md Shofiqul, Sultana, Sunjida, Debnath, Uttam Kumar, Al Mahmud, Jubayer, Islam, S. M. Jahidul
Published 2021

New hybrid deep learning approach using bigru-bilstm and multilayered dilated cnn to detect arrhythmia

by Islam, Md Shofiqul, Islam, Md Nahidul, Noramiza, Hashim, Rashid, Mamunur, Bari, Bifta Sama, Al Farid, Fahmid
Published 2022

Machine learning methods to predict and analyse unconfined compressive strength of stabilised soft soil with polypropylene columns

by Hoque, Md. Ikramul, Muzamir, Hasan, Islam, Md Shofiqul, Houda, Moustafa, Abdallah, Mirvat, Sobuz, Md. Habibur Rahman
Published 2023

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

by Islam, Md Shofiqul, Hasan, Khondokar Fida, Sultana, Sunjida, Uddin, Shahadat, Lio’, Pietro, Quinn, Julian M.W., Moni, Mohammad Ali
Published 2023