Browse by ID Staff

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Hoque, Md. Ikramul and Muzamir, Hasan and Islam, Md Shofiqul and Houda, Moustafa and Abdallah, Mirvat and Sobuz, Md. Habibur Rahman (2023) Machine learning methods to predict and analyse unconfined compressive strength of stabilised soft soil with polypropylene columns. Cogent Engineering, 10 (1). pp. 1-21. ISSN 2331-1916. (Published)

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Islam, Md Shofiqul and Hasan, Khondokar Fida and Sultana, Sunjida and Uddin, Shahadat and Lio’, Pietro and Quinn, Julian M.W. and Moni, Mohammad Ali (2023) HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. Neural Networks, 162. pp. 271-287. ISSN 0893:6080. (Published)

Islam, Md Shofiqul and Islam, Md Nahidul and Noramiza, Hashim and Rashid, Mamunur and Bari, Bifta Sama and Al Farid, Fahmid (2022) New hybrid deep learning approach using bigru-bilstm and multilayered dilated cnn to detect arrhythmia. IEEE Access, 10. pp. 58081-58096. ISSN 2169-3536. (Published)

Islam, Md Shofiqul and Kabir, Muhammad Nomani and Ngahzaifa, Ab Ghani and Kamal Zuhairi, Zamli and Nor Saradatul Akmar, Zulkifli and Rahman, Md Mustafizur and Moni, Mohammad Ali (2024) "Challenges and future in deep learning for sentiment analysis: a comprehensive review and a proposed novel hybrid approach". Artificial Intelligence Review, 57 (62). pp. 1-79. ISSN 0269-2821. (Published)

Islam, Md Shofiqul and Ngahzaifa, Ab. Ghani (2021) A novel BiGRUBiLSTM model for Multilevel Sentiment Analysis Using Deep Neural Network with BiGRU-BiLSTM. In: Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from iM3F 2020, Malaysia , 6 August 2020 , Universiti Malaysia Pahang (Virtual). pp. 403-414., 730. ISBN 978-981-33-4597-3 (Published)

Islam, Md Shofiqul and Sultana, Sunjida and Farid, Fahmid Al and Islam, Md Nahidul and Rashid, Mamunur and Bari, Bifta Sama and Noramiza, Hashim and Mohd Nizam, Husen (2022) Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classification. Sensors, 22 (6079). pp. 1-31. ISSN 1424-8220. (Published)

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Md Shofiqul, Islam and Sunjida, Sultana and Md Jabbarul, Islam (2021) New hybrid deep learning method to recognize human action from video. Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI), 7 (2). pp. 306-313. ISSN 2338-3070. (Published)

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Ramadan, Syed Taha Yeasin and Sakib, Tanjim and Farid, Fahmid Al and Islam, Md Shofiqul and Junaidi, Abdullah and Bhuiyan, Md Roman and Mansor, Sarina and Hezerul, Abdul Karim (2024) Improving wheat leaf disease classification : Evaluating augmentation strategies and CNN-Based models with limited dataset. IEEE Access, 12. pp. 69853-69874. ISSN 2169-3536. (Published)