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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)

Rashid, Mamunur and Mahfuzah, Mustafa and Norizam, Sulaiman and Nor Rul Hasma, Abdullah and Rosdiyana, Samad (2021) Random subspace K-NN based ensemble classifier for driver fatigue detection utilizing selected EEG channels. Traitement du Signal, 38 (5). pp. 1259-1270. ISSN 0765-0019. (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)

Rashid, Mamunur and Bari, Bifta Sama and Yusri, Yusup and Mohamad Anuar, Kamaruddin and Khan, Nuzhat (2021) A comprehensive review of crop yield prediction using machine learning approaches with special emphasis on palm oil yield prediction. IEEE Access, 9 (9410627). 63406 -63439. ISSN 2169-3536. (Published)

Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The classification of EEG-based winking signals: a transfer learning and random forest pipeline. PeerJ, 9 (e11182). pp. 1-16. ISSN 2167-8359. (Unpublished) (Unpublished)

Rashid, Mamunur and Bari, Bifta Sama and Hasan, Md Jahid and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Ahmad Fakhri, Ab. Nasir and Anwar, P. P. Abdul Majeed (2021) The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN. PeerJ Computer Science. pp. 1-31. ISSN 2376-5992. (Published)

Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The classification of EEG-based wink signals: A CWT-Transfer Learning pipeline. ICT Express. pp. 1-5. ISSN 2405-9595. (In Press / Online First) (In Press / Online First)

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)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Bari, Bifta Sama (2020) Five-Class SSVEP Response Detection using Common Spatial Pattern (CSP)-SVM Approach. International Journal of Integrated Engineering, 12 (6). pp. 165-173. ISSN 2229-838X (Print); 2600-7916 (Online). (Published)

Rashid, Mamunur and Norizam, Sulaiman and Anwar, P. P. Abdul Majeed and Rabiu Muazu, Musa and Ahmad Fakhri, Ab. Nasir and Bari, Bifta Sama and Sabira, Khatun (2020) Current status, challenges, and possible solutions of EEG-based brain-computer interface: a comprehensive review. Frontiers in Neurorobotics, 14 (25). pp. 1-35. ISSN 1662-5218. (Published)

Rashid, Mamunur and Islam, Minarul and Norizam, Sulaiman and Bari, Bifta Sama and Saha, Ripon Kumar and Hasan, Md Jahid (2020) Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach. SN Applied Sciences, 2 (2). pp. 211-217. ISSN 2523-3963 (Print); 2523-3971 (Online). (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Bari, Bifta Sama and Sadeque, Md Golam and Hasan, Md Jahid (2020) Wink based facial expression classification using machine learning approach. SN Applied Sciences, 2 (2). pp. 183-191. ISSN 2523-3963 (Print); 2523-3971 (Online). (Published)

Zaied, Khalid and Rashid, Mamunur and Mohd, Nasrullah and Zularisam, A. W. and Pant, Deepak and Singh, Lakhveer (2020) A comprehensive review on contaminants removal from pharmaceutical wastewater by electrocoagulation process. Science of The Total Environment, 726 (138095). pp. 1-23. ISSN 0048-9697. (Published)

Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2020) An evaluation of different fast fourier transform - transfer learning pipelines for the classification of wink-based EEG signals. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 1-7. ISSN 2637-0883. (Published)

Conference or Workshop Item

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)

Chin, Hau Lim and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2022) The Classification of Hallucination: The Identification of Significant Time-Domain EEG Signals. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 989-997., 730. ISSN 1876-1100 ISBN 978-981334596-6 (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)

Norizam, Sulaiman and Nuraini, Ismail and Md Nahidul, Islam and Rashid, Mamunur and Mohd Shawal, Jadin and Mahfuzah, Mustafa and Fahmi, Samsuri (2022) Development of EEG-based system to identify student learning attention ability. In: Lecture Notes in Electrical Engineering; 12th National Technical Seminar on Unmanned System Technology, NUSYS 2020 , 24-25 November 2020 , Virtual, Online. pp. 627-639., 770 (266059). ISSN 1876-1100 ISBN 978-981162405-6 (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)

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)

Kai, Gavin Lim Jiann and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Abdul Majeed, Anwar P. P. (2022) The classification of blinking: an evaluation of significant time-domain features. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. 999 -1004., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)

Hwa, Phua Jia and Mahendra Kumar, Jothi Letchumy and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2022) The classification of electrooculography signals: A significant feature identification via mutual information. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. 1005 -1012., 730. ISSN 1876-1100 ISBN 978-981-33-4596-6 (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)

Jothi Letchumy, Mahendra Kumar and Rashid, Mamunur and Musa, Rabiu Muazu and Mohd Azraai, Mohd Razman and Norizam, Sulaiman and Rozita, Jailani and Anwar, P. P. Abdul Majeed (2021) The Classification of Wink-Based EEG Signals: The Identification of Significant Time-Domain Features. In: Advances in Mechatronics, Manufacturing, and Mechanical Engineering: Selected articles from MUCET 2019 , 19-22 November 2019 , Bukit Gambang Resort City, Pahang, Malaysia. pp. 283-291., 198. ISSN 978-981-15-7309-5 (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)

Molla, M. M. Imran and Jui, Julakha Jahan and Bari, Bifta Sama and Rashid, Mamunur and Hasan, Md Jahid (2020) Cardiotocogram Data Classification using Random Forest based Machine Learning Algorithm. In: The 11th National Technical Seminar on Unmanned System Technology 2019 (NUSYS’19) , 2-3 December 2019 , UMP, Gambang Campus, Kuantan, Malaysia. pp. 357-369., 666. ISBN 978-981-15-5281-6 (Published)

Jui, Julakha Jahan and Molla, M. M. Imran and Bari, Bifta Sama and Rashid, Mamunur and Hasan, Md Jahid (2020) Flat Price Prediction using Linear and Random Forest Regression based on Machine Learning Techniques. In: 11th Malaysian Technical Universities Conference on Engineering and Technology (MUCET 2019) , 19-22 November 2019 , Kuantan, Pahang. pp. 205-217., 678. ISBN 978-981-15-6025-5 (Published)

Norizam, Sulaiman and Goh, Khai Shan and Rashid, Mamunur and Mohd Shawal, Jadin and Mahfuzah, Mustafa and M. Z., Ibrahim and Fahmi, Samsuri (2020) Offline LabVIEW-Based EEG Signals Analysis to Detect Vehicle Driver Microsleep. In: Enhancing Health and Sports Performance by Design: Proceedings of the 2019 Movement, Health & Exercise (MoHE) and International Sports Science Conference (ISSC) , 30 September - 2 October 2019 , Kuching, Malaysia. pp. 271-289. (1). ISBN 978-981-15-3269-6 (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)

Bari, Bifta Sama and Sabira, Khatun and Kamarul Hawari, Ghazali and Mamunur, Rashid and Islam, Minarul Rafiqul and Nurhafizah, Abu Talip and Rahman, Mostafijur and Rashid, Mamunur (2020) Performance comparison of early breast cancer detection precision using ai and ultra-wideband (UWB) bio-antennas. In: 2nd International Conference on Cyber Security and Computer Science (ICONS 2020) , 15 - 16 February 2020 , Daffodil International University,Dhaka Bangladesh. pp. 354-365., 325. ISSN 1867-8211 ISBN 978-303052855-3 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama (2019) The classification of EEG signal processing using different machine learning techniques for BCI application. In: RiTA 2018: Robot Intelligence Technology and Applications , 16-18 December 2018 , Putrajaya, Selangor, Malaysia. pp. 207-221.. ISBN 978-981-13-7779-2 (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and M. S., Jadin and M. S., Najib and Sabira, Khatun and Bari, Bifta Sama (2019) Analysis of EEG features for brain computer interface application. In: 5th International Conference on Electrical, Control and Computer Engineering (INECCE 2019) , 29-30 July 2019 , Swiss Garden Kuantan. pp. 1-12.. (Unpublished) (Unpublished)

Bari, Bifta Sama and Sabira, Khatun and Kamarul Hawari, Ghazali and Fakir, Md. Moslemuddin and Mohd Hisyam, Mohd Ariff and Mohd Faizal, Jamlos and Rashid, Mamunur and Islam, Minarul and M. Z., Ibrahim and Mohd Falfazli, Mat Jusof (2019) Bandwidth and Gain Enhancement of a Modified Ultra-wideband (UWB) Micro-strip Patch Antenna using a Reflecting Layer. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-10.. (Published)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama and Hasan, Md Jahid and Al-Fakih, Nawfan M. M. A. (2019) Investigating the Possibility of Brain Actuated Mobile Robot through Single Channel EEG Headset. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-14.. (Published)

Norizam, Sulaiman and Al-Fakih, Nawfan Mohammed Mohammed Ahmed and Rashid, Mamunur and M. S., Jadin and Mahfuzah, Mustafa and Fahmi, Samsuri (2019) Offline EEG-based DC Motor Control for Wheelchair Application. In: The 11th National Technical Seminar on Unmanned System Technology 2019 (NUSYS’19) , 2-3 December 2019 , UMP, Gambang Campus, Kuantan, Malaysia. pp. 1-14.. (Unpublished) (Unpublished)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama and Hasan, Md Jahid (2019) Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-11.. (Unpublished) (Unpublished)

Bari, Bifta Sama and Sabira, Khatun and Kamarul Hawari, Ghazali and Fa-kir, Md. Moslemuddin and Wan Nur Azhani, W. Samsudin and Mohd Falfazli, Mat Jusof and Rashid, Mamunur and Islam, Minarul and M. Z., Ibrahim (2019) Ultra wide Band (UWB) Based Early Breast Cancer Detection using Artificial Intelligence. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-11.. (Unpublished) (Unpublished)

Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and M. S., Jadin and M. S., Najib (2018) Analysis of EEG Features to Control Multiple Devices. In: National Conference for Postgraduate Research (NCON-PGR 2018) , 28-29 August 2018 , Universiti Malaysia Pahang, Gambang, Pahang. pp. 1-7.. (Unpublished) (Unpublished)

Nurul Fazirah, Ghazali and Sabira, Khatun and Kamarul Hawari, Ghazali and Fakir, Md Moslemuddin and Rashid, Mamunur and Bari, Bifta Sama (2018) Ionospheric modeling and precision positioning global navigation satellite system (GNSS). In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018 , 27-28 September 2018 , Universiti Malaysia Pahang. pp. 523-530., 538. ISBN 978-981-13-3708-6 (Published)