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Article

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 Nahidul and Norizam, Sulaiman and Bari, Bifta Sama and Rashid, Mamunur and Mahfuzah, Mustafa (2022) A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline. Neuroscience Informatics, 2 (1). pp. 1-13. ISSN 2772-5286. (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Al Farid, Fahmid and Uddin, Jia and Alyami, Salem A. and Rashid, Mamunur and Abdul Majeed, Anwar P.P. and Moni, Mohammad Ali (2021) Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. PeerJ Computer Science, 7. pp. 1-28. ISSN 2376-5992. (Published)

Rashid, Mamunur and Bari, Bifta Sama and Norizam, Sulaiman and Mahfuzah, Mustafa and Md Jahid, Hasan and Islam, Md Nahidul and Naziullah, Shekh (2021) A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology. SN Applied Sciences, 3 (9). pp. 1-14. ISSN 2523-3971. (Published)

Bari, Bifta Sama and Islam, Md Nahidul and Rashid, Mamunur and Hasan, Md Jahid and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Ahmad Fakhri, Ab. Nasir and Majeed, Anwar P.P. Abdul (2021) A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework. PeerJ Computer Science, 7 (e432). pp. 1-27. ISSN 2376-5992. (Published)

Conference or Workshop Item

Islam, Thamina and Ahmed, Firoz and Ahmed, Nayem and Naziullah, Shekh and Islam, Md Nahidul and Ab Rashid, Mamunur F.F. (2023) Classification of EEG-based auditory evoked potentials using entropy-based features and machine learning techniques. In: 2nd International Conference on Information and Communication Technology for Sustainable Development, ICICT4SD 2023 , 21-23 September 2023 , Dhaka. pp. 124-128. (194316). ISBN 979-835035866-7 (Published)

Hazim, Yusof and Islam, Md Nahidul and Mohd Shawal, Jadin and Mahfuzah, Mustafa and Norizam, Sulaiman (2022) EEG mechanism interaction to evaluate vehicle’s driver microsleep. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022) , 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 120.. (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Md Jahid, Hasan (2022) Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach. In: Proceedings of the 12th National Technical Seminar on Unmanned System Technology 2020: NUSYS’20 , 27-28 October 2020 , Virtually via the IEEE OES Malaysia Virtual/Online Conference Platform. pp. 539-549., 770. (Published)

Farhan Anis, Azhar and Mahfuzah, Mustafa and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Islam, Md Nahidul and Hasan, Md Jahid and Nur Fahriza, Mohd Ali (2022) The Classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 583-591., 730 (262829). ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2022) Investigation of Time-Domain and Frequency-Domain Based Features to Classify the EEG Auditory Evoked Potentials (AEPs) Responses. In: Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from iM3F 2020, Malaysia , 6 August 2020 , Universiti Malaysia Pahang (Virtual). pp. 497-508., 730. ISBN 978-981-33-4597-3 (Published)

Norizam, Sulaiman and Ailis Aimylia, Hasim and Islam, Md Nahidul and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2022) Investigation of electroencephalogram (EEG) sensor position for brain-controlled home automation. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 471-484., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 (Published)

Islam, Md Nahidul and Ahmed, Fahim and Ahammed, Md Tanvir and Rashid, Mamunur and Bari, Bifta Sama (2022) Rice disease identification through leaf image and IoT based smart rice field monitoring system. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 529-539., 900. ISSN 1876-1100 ISBN 978-981192094-3 (Published)

Islam, Md Nahidul and Ahmed, Fahim and Ahammed, Md Tanvir and Rashid, Mamunur and Bari, Bifta Sama (2022) Rice disease identification through leaf image and iot based smart rice fieldmonitoring system. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 529-539., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 (Published)

Farhan Anis, Azhar and Mahfuzah, Mustafa and Norizam, Sulaiman and Mamunur, Rashid and Bari, Bifta Sama and Islam, Md Nahidul and Hasan, Md Jahid and Nur Fahriza, Mohd Ali (2022) The classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 583-591., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Bari, Bifta Sama and Rashid, Mamunur and Mahfuzah, Mustafa (2021) Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review. In: iCITES 2020: Advances in Robotics, Automation and Data Analytics , Universiti Malaysia Pahang (Virtual Conference). pp. 272-284.. ISBN 978-3-030-70917-4 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2021) An intelligent system for hearing disorder detection using auditory evoked potential (AEP) signals. In: Creation, Innovation, Technology & Research Exposition (CITREX) 2021 , 2021 , Virtually hosted by Universiti Malaysia Pahang. p. 1.. (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Mahfuzah, Mustafa (2020) Hearing disorder detection using auditory evoked potential (AEP) signals. In: IEEE International Conference on Emerging Technology in Computing, Communication and Electronics (ETCCE 2020) , 21-22 December 2020 , Bangladesh. pp. 1-2. (9350918). ISBN 9780738124018 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Bari, Bifta Sama and Mahfuzah, Mustafa and Mohd Shawal, Jadin (2020) Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification. In: 2020 IEEE International Conference on System Engineering and Technology (ICSET) , 9 November 2020 , UiTM Shah Alam, Selangor (Virtual Conference). pp. 256-261. (20199954). ISBN 978-1-7281-9910-8 (Published)

Islam, Md Nahidul and Norizam, Sulaiman and Rashid, Mamunur and Md Jahid, Hasan and Mahfuzah, Mustafa and Anwar P. P., Abdul Majeed (2020) Analysis of Auditory Evoked Potential Signals Using Wavelet Transform and Deep Learning Techniques. In: RiTA 2020: Proceedings of the 8th International Conference on Robot Intelligence Technology and Applications , 11-13 December 2020 , Virtual hosted by EUREKA Robotics Lab, Cardiff School of Technologies, Cardiff Metropolitan University. pp. 396-408.. ISBN 978-981-16-4803-8 (Published)