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Md Shofiqul Islam
Md Shofiqul Islam
其他姓名Shafiq Islam
PhD(AI Robot),Deakin University,AU, RA-UMP,MY.Assistant Professor-CSE-MIST,WUB, ADUST, FCUB
在 deakin.edu.au 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
592021
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
322022
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
272023
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
262022
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
262020
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
152020
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
142021
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
142021
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
82021
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
72021
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
52024
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
42023
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
42021
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
22024
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
22024
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, 1-22, 2024
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
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, ...
2024
IoT-based AI-integrated device for farmers: A recommendation system for crop cultivation
MDR Khan, A Ahmed, MI Mahi, J Ahmed, N Hoque, M Akhtaruzzaman, ...
trees 92, 5, 2024
2024
Stochastic Gradient Descent Optimizer and Multi-Layer Perceptron in Tensorflow for Improved Vehicular Engine Health Monitoring System Decision Model Performance
MA Rahim, P Rahman, M Mustafizur, S Islam, MA Rahman, D Ramasamy
Md Mustafizur and Islam, Shofiqul and Rahman, Md. Arafatur and Ramasamy, D …, 2024
2024
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