Handwritten character recognition using convolutional neural network I Khandokar, M Hasan, F Ernawan, S Islam, MN Kabir Journal of Physics: Conference Series 1918 (4), 042152, 2021 | 68 | 2021 |
HARDC: A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN MS Islam, KF Hasan, S Uddin, JMW Quinn, MA Moni Neural Networks 162, 271-287, 2023 | 45 | 2023 |
Multimodal Hybrid Deep Learning Approach to Detect Tomato Leaf Disease Using Attention Based Dilated Convolution Feature Extractor with Logistic Regression Classification MS Islam, FA Farid, MN Islam, M Rashid, BS Bari, N Hashim, MN Husen Sensors 22 (16), 6079, 2022 | 41 | 2022 |
New hybrid deep learning approach using BiGRU-BiLSTM and multilayered dilated CNN to detect arrhythmia MS Islam, MN Islam, N Hashim, M Rashid, BS Bari, F Al Farid IEEE Access 10, 58081-58096, 2022 | 35 | 2022 |
A review on video classification with methods, findings, performance, challenges, limitations and future work MS Islam, U Kumar Roy, J Al Mahmud J. Ilm. Tek. Elektro Komput. Dan Inform.(JITEKI) 6, 47-57, 2020 | 33 | 2020 |
Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach MS Islam, MN Kabir, NA Ghani, KZ Zamli, NSA Zulkifli, MM Rahman, ... Artificial Intelligence Review 57 (3), 62, 2024 | 26 | 2024 |
A review on recent advances in Deep learning for Sentiment Analysis: Performances, Challenges and Limitations MS Islam, N Ab Ghani, MM Ahmed Journal of COMPUSOFT, 2020 | 18 | 2020 |
A Novel BiGRUBiLSTM Model for Multilevel Sentiment Analysis Using Deep Neural Network with BiGRU-BiLSTM MS Islam, NA Ghani Lecture Notes in Electrical Engineering book series (LNEE), Springer …, 2021 | 17 | 2021 |
HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text MS Islam Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) 7 (April 2021 …, 2021 | 15 | 2021 |
Machine Learning-Based Music Genre Classification with Pre-Processed Feature Analysis MS Islam, MM Hasan, MA Rahim, AM Hasan, M Mynuddin, I Khandokar, ... Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) 7 (3), 491-502, 2021 | 14 | 2021 |
Machine Learning Methods to Predict and Analyse Unconfined Compressive Strength of Stabilised Soft Soil with Polypropylene Columns HRS Ikramul Hoque, Muzamir Hasan, Shofiqul Islam, Moustafa Houda, Mirvat ... Cogent Engineering 10 (1), 2023 | 8 | 2023 |
Applications of Artificial Neural Networks in Engine Cooling System MM Hasan, MS Islam, SA Bakar, MM Rahman, MN Kabir IEEE, 2021 International Conference on Software Engineering & Computer …, 2021 | 8 | 2021 |
DeepTriNet: A Tri-Level Attention-Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images TB Ovi, S Mosharrof, N Bashree, MN Islam, MS Islam International Conference on Human-Centric Smart Computing, 373-384, 2024 | 4 | 2024 |
New Hybrid Deep Learning Method to Recognize Human Action from Video MS Islam, MJ Islam J. Ilm. Tek. Elektro Komput. Dan Inform 7, 306-313, 2021 | 4 | 2021 |
Exploring post-COVID-19 health effects and features with advanced machine learning techniques MN Islam, MS Islam, NH Shourav, I Rahman, FA Faisal, MM Islam, ... Scientific Reports 14 (1), 9884, 2024 | 3 | 2024 |
Improving Wheat Leaf Disease Classification: Evaluating Augmentation Strategies and CNN-Based Models with Limited Dataset STY Ramadan, T Sakib, F Al Farid, MS Islam, J Abdullah, MR Bhuiyan, ... IEEE Access, 2024 | 2 | 2024 |
Deep learning-based vehicular engine health monitoring system utilising a hybrid convolutional neural network/bidirectional gated recurrent unit MA Rahim, MM Rahman, MS Islam, AJM Muzahid, MA Rahman, ... Expert Systems with Applications 257, 125080, 2024 | 1 | 2024 |
Designing Optimal Parameters for Single-axis Solar-tracker through Analysis of Sun-path and Tracking Vector Dynamics M Akhtaruzzaman, MS Islam, F Shahryer, MD Arif, MS Mollik, MT Rahman, ... | 1 | 2024 |
Image-based rice leaf disease detection using CNN and generative adversarial network MMRMMR Syed Taha Yeasin Ramadan, Md Shafiqul Islam, Tanjim Sakib, Nusrat Sharmin Neural Computing with Applications 1 (1), 1, 2024 | | 2024 |
KHACDD: a knowledge-based hybrid method for multilabel sentiment analysis on complex sentences using attentive capsule and dual structured recurrent network MS Islam, NA Ghani, KZ Zamli, MM Hasan, AS Lokman Neural Computing and Applications 36 (29), 18065-18086, 2024 | | 2024 |