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Article

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)

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)

Islam, Md Shofiqul and Ngahzaifa, Ab Ghani and Kamal Zuhairi, Zamli and Md Munirul, Hasan and Abbas Saliimi, Lokman (2024) KHACDD : A knowledge-based hybrid method for multilabel sentiment analysis on complex sentences using attentive capsule and dual structured recurrent network. Neural Computing and Applications. pp. 1-22. ISSN 0941-0643. (In Press / Online First) (In Press / Online First)

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)

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 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)

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 Sultana, Sunjida and Debnath, Uttam Kumar and Al Mahmud, Jubayer and Islam, S. M. Jahidul (2021) HARC-New Hybrid Method with Hierarchical Attention Based Bidirectional Recurrent Neural Network with Dilated Convolutional Neural Network to Recognize Multilabel Emotions from Text. Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI), 7 (1). pp. 142-153. ISSN 2338-3070. (Published)

Islam, Md Shofiqul and Ngahzaifa, Ab. Ghani and Ahmed, Md Manjur (2020) A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations. COMPUSOFT: An International Journal of Advanced Computer Technology, 9 (7). pp. 3775-3783. ISSN 2320-0790. (Published)

Conference or Workshop Item

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)

Khandokar, I. and Hasan, Md M. and Ernawan, F. and Islam, Md Shofiqul and Kabir, M. N. (2021) Handwritten character recognition using convolutional neural network. In: Journal of Physics: Conference Series; 7th International Conference on Mathematics, Science, and Education 2020, ICMSE 2020 , 6 October 2020 , Semarang, Virtual. pp. 1-6., 1918 (042152). ISSN 1742-6596 (Published)