Items where Author is "Mohd Azraai, Mohd Razman"
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Aina Munirah, Ab Rasid and Rabiu Muazu, Musa and Abdul Majeed, Anwar P. P. and Maliki, Ahmad Bisyri Husin Musawi and Mohamad Razali, Abdullah and Mohd Azraai, Mohd Razman and Noor Azuan, Abu Osman (2024) Physical fitness and motor ability parameters as predictors for skateboarding performance: A logistic regression modelling analysis. PLoS ONE, 19 (e0296467). pp. 1-16. ISSN 1932-6203. (Published)
Lau, Wei Hong and Mohd Azraai, Mohd Razman and Mohd Izzat, Mohd Rahman and Muhammad Nur Aiman, Shapiee (2023) Deep learning for medium-scale agricultural crop detection through aerial view images. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (1). pp. 79-87. ISSN 2637-0883. (Published)
Lim, Weng Zhen and Norasmiza, Mohd and Anwar, P. P. Abdul Majeed and Mohd Azraai, Mohd Razman and Koon, Yin Goon (2023) Screw absence classification on aluminum plate via features based transfer learning models. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (1). pp. 62-66. ISSN 2637-0883. (Published)
Kiran, Pandian and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Muhammad Amirul, Abdullah and Ahmad Fakhri, Ab. Nasir and Wan Hasbullah, Mohd Isa (2023) Sign language recognition using deep learning through LSTM and CNN. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (1). pp. 67-71. ISSN 2637-0883. (Published)
Mohd Izzat, Mohd Rahman and Mohd Azraai, Mohd Razman and Abdul Majeed, Anwar P. P. and Muhammad Nur Aiman, Shapiee and Muhammad Amirul, Abdullah and Musa, Rabiu Muazu (2023) Unsupervised Fertigation and Machine Learning for Crop Vegetation Parameter Analysis. International Journal of Intelligent Systems and Applications in Engineering (IJISAE), 11 (3). pp. 417-425. ISSN 2147-6799. (Published)
Almanifi, Omair Rashed Abdulwareth and Ahmad Fakhri, Ab. Nasir and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Abdul Majeed, Anwar P. P. (2022) Heartbeat murmurs detection in phonocardiogram recordings via transfer learning. Alexandria Engineering Journal, 61 (12). pp. 10995-11002. ISSN 1110-0168. (Published)
Tang, Jin Cheng and Ahmad Fakhri, Ab. Nasir and Anwar P. P., Abdul Majeed and Thai, Li Lim and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin (2022) Fine-tuned RetinaNet models for Vision-based Human Presence Detection. Journal of Mechatronics and Intelligent Manufacturing (Mekatronika), 4 (2). pp. 16-23. ISSN 2637-0883 (Online). (Published)
Almanifi, Omair Rashed Abdulwareth and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Anwar, P. P. Abdul Majeed (2022) Human activity recognition based on wrist PPG via the ensemble method. ICT Express. pp. 1-5. ISSN 2405-9595. (In Press / Online First) (In Press / Online First)
Muhammad Amirul, Abdullah and Muhammad Ar Rahim, Ibrahim and Muhammad Nur Aiman, Shapiee and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Noor Azuan, Abu Osman and Anwar P.P., Abdul Majeed (2021) The classification of skateboarding tricks via transfer learning pipelines. PeerJ Computer Science. pp. 1-18. ISSN 2376-5992. (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)
Ismail, Mohd Khairuddin and Shahrul Naim, Sidek and Anwar, P. P. Abdul Majeed and Mohd Azraai, Mohd Razman and Asmarani, Ahmad Puzi and Hazlina, Md Yusof (2021) The classification of movement intention through machine learning models: the identification of significant time-domain EMG features. PeerJ Computer Science, 7. pp. 1-15. ISSN 2376-5992. (Published)
Mohamad Hafiz, Mohd Fauzi and Ismail, Mohd Khairuddin and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Wan Hasbullah, Mohd Isa (2021) Articulated robot arm. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (2). pp. 57-64. ISSN 2637-0883. (Published)
Nurin Awanis, Mohd Rudin and Suhaimi, Puteh and Jessnor Arif, Mat Jizat and Ismail, Mohd Khairuddin and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2021) Classification of plant health (capsicum frutescens) normalize differences vegetation index using image processing. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (1). pp. 89-96. ISSN 2637-0883. (Published)
Yong, Chen How and Ahmad Fakhri, Ab. Nasir and Khairul Fikri, Muhammad and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Muhammad Aizzat, Zakaria (2021) Glove defect detection via YOLO V5. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (2). pp. 25-35. ISSN 2637-0883. (Published)
Ezahan Hilmi, Zakaria and Mohd Azraai, Mohd Razman and Jessnor Arif, Mat Jizat and Ismail, Mohd Khairuddin and Zelina Zaiton, Ibrahim and Anwar, P. P. Abdul Majeed (2021) Time-series classification vegetables in detecting growth rate using machine learning. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (2). pp. 1-5. ISSN 2637-0883. (Published)
Lim, Wee Sheng and Ahmad Fakhri, Ab. Nasir and Mohd Azraai, Mohd Razman and Anwar P. P., Abdul Majeed and Nur Shazwani, Kamarudin and Muhammad Zulfahmi Toh, Abdullah (2021) Traffic sign classification using transfer learning: An investigation of feature-combining model. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (2). pp. 37-41. ISSN 2637-0883. (Published)
Nur Fahriza, Mohd. Ali and Ahmad Farhan, Mohd. Sadullah and Abdul Majeed, Anwar P. P. and Mohd Azraai, Mohd Razman and Muhammad Aizzat, Zakaria and Ahmad Fakhri, Ab. Nasir (2021) Travel mode choice modeling: Predictive efficacy between machine learning models and discrete choice model. Open Transportation Journal, 15 (1). pp. 241-255. ISSN 1874-4478. (Published)
Ee, Ken-ji and Ahmad Fakhri, Ab. Nasir and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Nur Hafieza, Ismail (2021) The animal classification: An evaluation of different transfer learning pipeline. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (1). pp. 27-31. ISSN 2637-0883. (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)
Muhammad Syafi’i, Mass Duki and Muhammad Nur Aiman, Shapiee and Muhammad Amirul, Abdullah and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman and Anwar P. P., Abdul Majeed (2021) The classification of taekwondo kicks via machine learning: A feature selection investigation. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (1). pp. 61-67. ISSN 2637-0883. (Published)
Amiir Haamzah, Mohamed Ismail and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Muhammad Amirul, Abdullah and Rabiu Muazu, Musa and Anwar P. P., Abdul Majeed (2021) The diagnosis of COVID-19 through X-ray images via transfer learning and fine-tuned dense layer on pipeline. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 3 (2). pp. 19-24. ISSN 2637-0883. (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)
Suhaimi, Puteh and Nurul Fadhilah, Mohamed Rodzali and Mohd Azraai, Mohd Razman and Zelina Zaiton, Ibrahim and Muhammad Nur Aiman, Shapiee and Mohd Azhar, Mohd Razman (2020) Features extraction of capsicum frutescens (C.F) NDVI values using image processing. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 38-46. ISSN 2637-0883. (Published)
Nur Fahriza, Mohd Ali and Ahmad Farhan, Mohd Sadullah and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa (2020) Mode choice prediction using machine learning technique for a door-to-door journey in Kuantan City. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 73-78. ISSN 2637-0883. (Published)
Choong, Chun Sern and Ahmad Fakhri, Ab. Nasir and Muhammad Aizzat, Zakaria and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2020) Pallet-level classification using principal component analysis in ensemble learning model. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 23-27. ISSN 2637-0883. (Published)
Lim, Weng Zhen and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Ahmad Fakhri, Ab. Nasir (2020) The condition based monitoring for bearing health. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 63-67. ISSN 2637-0883. (Published)
Abdo Salman, Abdulaziz and Ismail, Mohd Khairuddin and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2020) The diagnosis of diabetic retinopathy by means of transfer learning and fine-tuned dense layer pipeline. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (1). pp. 68-72. ISSN 2637-0883. (Published)
Arzielah Ashiqin, Alwi and Ahmad Najmuddin, Ibrahim and Muhammad Nur Aiman, Shapiee and Muhammad Ar Rahim, Ibrahim and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin (2020) Ball classification through object detection using deep learning for handball. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 49-54. ISSN 2637-0883. (Published)
Amirul Asyraf, Abdul Manan and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Nur Aiman, Shapiee (2020) Chili plant classification using transfer learning models through object detection. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 23-27. ISSN 2637-0883. (Published)
Venketaramana, Balachandran and Muhammad Nur Aiman, Shapiee and Ahmad Fakhri, Ab. Nasir and Mohd Azraai, Mohd Razman and Anwar P. P., Abdul Majeed (2020) Deep learning based human presence detection. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 55-61. ISSN 2637-0883. (Published)
Abdul Haleem, Habeeb Mohamed and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Anwar P. P., Abdul Majeed and Mohamad Heerwan, Peeie (2020) Rain classification for autonomous vehicle navigation : A support vector machine approach. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 74-80. ISSN 2637-0883. (Published)
Mohamad Ilyas, Rizan and Muhammad Nur Aiman, Shapiee and Muhammad Amirul, Abdullah and Mohd Azraai, Mohd Razman and Anwar P. P., Abdul Majeed (2020) The classification of elbow extension and flexion: A feature selection investigation. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 68-73. ISSN 2637-0883. (Published)
Cheng, Wai Kit and Ismail, Mohd Khairuddin and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2020) The classification of heart murmurs: The identification of significant time domain features. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 36-43. ISSN 2637-0883. (Published)
Muhammad Nur Aiman, Shapiee and Muhammad Ar Rahim, Ibrahim and Muhammad Amirul, Abdullah and Rabiu Muazu, Musa and Noor Azuan, Abu Osman and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman (2020) The classification of skateboarding tricks : A transfer learning and machine learning approach. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 2 (2). pp. 1-12. ISSN 2637-0883. (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)
Nurul Qastalani, Radzuan and Mohd Hasnun Ariff, Hassan and Rabiu Muazu, Musa and Anwar P.P., Abdul Majeed and Mohd Azraai, Mohd Razman and Khairil Anwar, Abu Kassim (2019) A support vector machine approach in predicting road traffic mortality in Malaysia. Journal of the Society of Automotive Engineers Malaysia, 4 (2). pp. 1-9. ISSN 2600-8092. (Published)
Mohd Azraai, Mohd Razman and Susto, Gian Antonio and Cenedese, Angelo and Anwar, P. P. Abdul Majeed and Musa, Rabiu Muazu and Ahmad Shahrizan, Abdul Ghani and Faeiz Azizi, Adnan and Khairul Muttaqin, Ismail and Zahari, Taha and Mukai, Yukinori (2019) Hunger classification of Lates calcarifer by means of an automated feeder and image processing. Computers and Electronics in Agriculture, 163. pp. 1-8. ISSN 0168-1699. (Published)
Musa, Rabiu Muazu and Anwar, P. P. Abdul Majeed and Mohamad Razali, Abdullah and Ahmad Fakhri, Ab. Nasir and Mohd Hasnun Ariff, Hassan and Mohd Azraai, Mohd Razman (2019) Technical and tactical performance indicators discriminating winning and losing team in elite Asian beach soccer tournament. PLoS ONE, 14 (6). pp. 1-10. ISSN 1932-6203. (Published)
Zahari, Taha and Lum, Shirley and Mohd Azraai, Mohd Razman (2017) A Review on Non-Invasive Hypertension Monitoring System by using Photoplethysmography Method. Movement, Health & Exercise (MoHE), 6 (1). pp. 47-57. ISSN 2231-9409. (Published)
Zahari, Taha and Mohd Azraai, Mohd Razman and Faeiz Azizi, Adnan and Anwar, P. P. A. Majeed and Rabiu Muazu, Musa (2017) The Development of the Putt.It.In Monitoring Device and the Establishment of Its Reliability: A Solution for Putting-In Analysis in Golf. Movement, Health & Exercise (MoHE), 6 (1). pp. 31-38. ISSN 2231-9409. (Published)
Zahari, Taha and Anwar, P. P. A. Majeed and Mohd Yashim, Wong Paul Tze and Ali, Mohammed A. H. and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman (2016) Modelling and Control of an Upper Extremity Exoskeleton for Rehabilitation. IOP Conference Series: Materials Science and Engineering, 114 (012134). pp. 1-8. ISSN 1757-8981 (Print); 1757-899X (Online). (Published)
Muhammad Ar Rahim, Ibrahim and Muhammad Amirul, Abdullah and Muhammad Nur Aiman, Shapiee and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Muhammad Aizzat, Zakaria and Noor Azuan, Abu Osman and Anwar P. P., Abdul Majeed The classification of skateboarding trick manoeuvres: A K-nearest neighbour approach. Lecture Notes in Bioengineering. (Published)
Book Chapter
Mohd Hafiz, Arzmi and Anwar P. P., Abdul Majeed and Rabiu Muazu, Musa and Mohd Azraai, Mohd Razman and Hong-Seng, Gan and Ismail, Mohd Khairuddin and Ahmad Fakhri, Ab. Nasir (2023) Epidemiology, Detection and Management of Cancer: An Overview. In: Deep Learning in Cancer Diagnostics. SpringerBriefs in Applied Sciences and Technology . Springer, pp. 1-7. ISBN 9789811989360
Tang, Jin Cheng and Ahmad Fakhri, Ab. Nasir and Anwar, P. P. Abdul Majeed and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Thai, Li Lim (2022) Vision-based Human Presence Detection by Means of Transfer Learning Approach. In: Enabling Industry 4.0 through Advances in Mechatronics. Lecture Notes in Electrical Engineering, 900 . Springer, Singapore, Singapore, pp. 571-580. ISBN 978-981-19-2094-3 (Printed); 978-981-19-2095-0 (Online)
Muhammad Ar Rahim, Ibrahim and Muhammad Nur Aiman, Shapiee and Muhammad Amirul, Abdullah and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Anwar P. P., Abdul Majeed (2021) The classification of skateboarding tricks: A support vector machine hyperparameter evaluation optimisation. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering, 730 . Springer Singapore, Singapore, pp. 1013-1022. ISBN 978-981-33-4596-6 (Printed) 978-981-33-4597-3 (Online)
Said Mohamed, Tarek Mohamed Mahmoud and Muhammad Amirul, Abdullah and Alqaraghuli, H. and Musa, Rabiu Muazu and Ahmad Fakhri, Ab Nasir and Mohd Azraai, Mohd Razman and Mohd Yazid, Bajuri and Anwar, P. P. Abdul Majeed (2021) The identification of significant mechanomyography time-domain features for the classification of knee motion. In: Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering (730). Springer Verlag, Berlin, Germany, 313 -319. ISBN 978-981-33-4596-6
Muhammad Amirul, Abdullah and Muhammad Ar Rahim, Ibrahim and Muhammad Nur Aiman, Shapiee and Anwar P. P., Abdul Majeed and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Muhammad Aizzat, Zakaria (2020) The classification of skateboarding trick manoeuvres through the integration of IMU and machine learning. In: Embracing Industry 4.0. Lecture Notes in Electrical Engineering, 678 . Springer Singapore, Singapore, pp. 125-132. ISBN 978-981-15-6024-8 (Printed) 978-981-15-6025-5(Online)
Zahari, Taha and Muhammad Muaz, Alim and Anwar, P. P. Abdul Majeed and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Mohd Ali Hanafiah, Shaharudin and M. H. A., Hassan (2018) The identification and control of a finger exoskeleton for grasping rehabilitation. In: Intelligent Manufacturing & Mechatronics: Proceedings of Symposium, 29 January 2018, Pekan, Pahang, Malaysia. Lecture Notes in Mechanical Engineering . Springer Singapore, Singapore, pp. 177-182. ISBN 9789811087875
Conference or Workshop Item
Abdul Majeed, Anwar P. P. and Muhammad Amirul, Abdullah and Ahmad Fakhri, Ab Nasir and Mohd Azraai, Mohd Razman and Chen, Wei and Yap, Eng Hwa (2024) Surface defect detection : A feature-based transfer learning approach. In: Journal of Physics: Conference Series. 2023 International Symposium on Structural Dynamics of Aerospace, ISSDA 2023 , 9-10 September 2023 , Xi'an. pp. 1-7., 2762 (012088). ISSN 1742-6588 (Published)
Ismail, Mohd Khairuddin and Lim, Shi Xuen and Mohd Azraai, Mohd Razman and Jessnor Arif, Mat Jizat and Yuen, Edmund and Jiang, Haochuan and Yap, Eng Hwa and Anwar, P. P. Abdul Majeed (2023) The Classification of Wafer Defects: A Support Vector Machine with Different DenseNet Transfer Learning Models Evaluation. In: Robot Intelligence Technology and Applications 7: RiTA 2022 , 7-9 December 2022 , Daejeon, Korea. pp. 304-309., 642. ISBN 978-3-031-26889-2 (Published)
Aina Munirah, Ab Rasid and Muhammad Zuhaili, Suhaimi and Anwar, P. P. Abdul Majeed and Mohd Azraai, Mohd Razman and Mohd Hasnun Ariff, Hassan and Nasree, Najmi and Noor Azuan, Abu Osman and Rabiu Muazu, Musa (2023) A cluster analysis and artificial neural network of identifying skateboarding talents based on bio-fitness indicators. In: Innovation and Technology in Sports. Lecture Notes in Bioengineering; International Conference on Innovation and Technology in Sports, ICITS 2022 , 14 - 15 November 2022 , Kuala Lumpur. 47 -56.. ISSN 2195-271X ISBN 978-981990296-5 (Published)
Muhammad Amirul, Abdullah and Muhammad Ar Rahim, Ibrahim and Muhammad Nur Aiman, Shapiee and Mohd Azraai, Mohd Razman and Rabiu Muazu, Musa and Noor Azuan, Abu Osman and Muhammad Aizzat, Zakaria and Anwar, P. P. Abdul Majeed (2023) An evaluation of different input transformation for the classification of skateboarding tricks by means of transfer learning. In: Lecture Notes in Bioengineering; International Conference on Innovation and Technology in Sports, ICITS 2022 , 14 - 15 November 2022 , Kuala Lumpur. 269 -275.. ISSN 2195-271X ISBN 978-981990296-5 (Published)
Amiir Haamzah, Mohamed Ismail and Anwar, P. P. Abdul Majeed and E. H., Yap and A. H. P., Tan and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and M. A., Abdullah (2022) The employment of transfer learning for Covid-19 diagnostics: A ResNet evaluation. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022) , 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 128.. (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)
Nur Fahriza, Mohd Ali and Ahmad Farhan, Mohd Sadullah and Abdul Majeed, Anwar P. P. and Mohd Azraai, Mohd Razman and Choong, Chun Sern and Musa, Rabiu Muazu (2022) Forecasting daily travel mode choice of kuantan travellers by means of machine learning models. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 979-987., 730 (262829). ISSN 1876-1100 ISBN 978-981334596-6 (Published)
Choong, Chun Sern and Ahmad Fakhri, Ab. Nasir and P.P. Abdul Majeed, Anwar and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman (2022) Investigation of features for classification RFID reading between two RFID reader in various support vector machine kernel function. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 127-139., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)
Afrouzeh, Mohsen and Konukman, Ferman and Musa, Rabiu Muazu and Suppiah, Pathmanathan K. and P.P. Abdul Majeed, Anwar and Mohd Azraai, Mohd Razman (2022) Kinematic variables defining performance of basketball free-throw in novice children : An information gain and logistic regression analysis. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 949-956., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)
Afrouzeh, Mohsen and Konukman, Ferman and Musa, Rabiu Muazu and Suppiah, Pathmanathan K. and Abdul Majeed, Anwar P. P. and Mohd Azraai, Mohd Razman (2022) Kinematic variables defining performance of basketball free-throw in novice children : An information gain and logistic regression analysis. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang, Kuantan. pp. 949-956., 730 (262829). ISSN 1876-1100 ISBN 978-981334596-6 (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)
Kai, Gavin Lim Jiann and Ahmad Fakhri, Ab. Nasir and P.P. Abdul Majeed, Anwar and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Li, Lim Thai (2022) The classification of impact signal of 6 DOF cobot by means of machine learning model. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021through 20 September 2021 , Gambang. pp. 553-560., 900. ISSN 1876-1100 ISBN 978-981192094-3 (Published)
Ahmad Ridhauddin, Abdul Rauf and Wan Hasbullah, Mohd Isa and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman and Mohd Hafiz, Arzmi and Abdul Majeed, Anwar P. P. (2022) The classification of oral squamous cell carcinoma (OSCC) by means of transfer learning. In: Lecture Notes in Networks and Systems; 9th International Conference on Robot Intelligence Technology and Applications, RiTA 2021 , 16-17 December 2021 , Daejeon. pp. 386-391., 429. ISBN 978-303097671-2 (Published)
Muhammad Nur Aiman, Shapiee and Muhammad Ar Rahim, Ibrahim and Mohd Azraai, Mohd Razman and Muhammad Amirul, Abdullah and Musa, Rabiu Muazu and Noor Azuan, Abu Osman and P.P. Abdul Majeed, Anwar (2022) The classification of skateboarding tricks by means of the integration of transfer learning models and K-Nearest neighbors. In: Lecture Notes in Electrical Engineering. Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2020 , 6 August 2020 , Gambang. pp. 439-450., 730. ISSN 1876-1100 ISBN 978-981334596-6 (Published)
Kai, Gavin Lim Jiann and Ahmad Fakhri, Ab Nasir and Anwar, P. P. Abdul Majeed and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Li, Lim Thai (2022) The classification of impact signal of 6 DOF cobot by means of machine learning model. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. 553- 560., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 (Published)
Noor Aishah, Kamarudin and Mohamad Razali, Abdullah and Eswaramoorthi, Vijayamurugan and Ahmad Bisyri Husin Musawi, Maliki and Aina Munirah, Ab Rasid and Abdul Majeed, Anwar P. P. and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu (2022) A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 561-570., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 (Published)
Farhan Nabil, Mohd Noor and Wan Hasbullah, Mohd Isa and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Ahmad Fakhri, Ab. Nasir and P.P. Abdul Majeed, Anwar (2022) The diagnosis of diabetic retinopathy : An evaluation of different classifiers with the inception V3 model as a feature extractor. In: Lecture Notes in Networks and Systems. 9th International Conference on Robot Intelligence Technology and Applications, RiTA 2021 , 16 - 17 December 2021 , Daejeon. pp. 392-397., 429 LNNS. ISSN 2367-3370 ISBN 978-303097671-2 (Published)
Farhan Nabil, Mohd Noor and Wan Hasbullah, Mohd Isa and Ismail, Mohd Khairuddin and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Ahmad Fakhri, Ab Nasir and Abdul Majeed, Anwar P. P. (2022) The diagnosis of diabetic retinopathy : An evaluation of different classifiers with the inception V3 model as a feature extractor. In: Lecture Notes in Networks and Systems; 9th International Conference on Robot Intelligence Technology and Applications, RiTA 2021 , 16-17 December 2021 , Daejeon. pp. 392-397., 429 LNNS (276219). ISSN 2367-3370 ISBN 978-303097671-2 (Published)
Salman, Abdulaziz Abdo Saif and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Muhammad Amirul, Abdullah and Abdul Majeed, Anwar P.P. (2022) The diagnostics of osteoarthritis : A fine-tuned transfer learning approach. In: Lecture Notes in Networks and Systems; 9th International Conference on Robot Intelligence Technology and Applications, RiTA 2021 , 16-17 December 2021 , Daejeon. pp. 455-461., 429 LNNS (276219). ISSN 23673370 ISBN 978-303097671-2 (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)
Jothi Letchumy, Mahendra Kumar and Mamunur, Rashid 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 Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier. 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. 205-213.. ISBN 978-981164802-1 (Published)
Muhammad Amirul, Abdullah and Muhammad Ar Rahim, Ibrahim and Muhammad Nur Aiman, Shapiee and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Anwar P. P., Abdul Majeed (2021) The Effect of Image Input Transformation from Inertial Measurement Unit Data on the Classification of Skateboarding Tricks. 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. 424-432.. ISBN 978-981-16-4803-8 (Published)
Abdul Haleem Habeeb, Mohamed and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Anwar, P. P. Abdul Majeed and Mohamed Heerwan, Peeie and Choong, Chun Sern and Baarath, Kunjunni (2021) Rain classification for autonomous vehicle navigation using machine learning. In: Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from iM3F 2020, Malaysia , 6 August 2020 , Universiti Malaysia Pahang (Virtual). pp. 895-903., 730. ISBN 978-981334596-6 (Published)
Almanifi, Omair Rashed Abdul Wareth and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Ahmad Fakhri, Ab. Nasir and Muhammad Yusri, Ismail and Anwar, P. P. Abdul Majeed (2021) The classification of heartbeat PCG signals via transfer learning. In: Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from iM3F 2020, Malaysia , 6 August 2020 , Universiti Malaysia Pahang (Virtual). pp. 49-59., 730. ISBN 978-981-33-4596-6 (Published)
Amiir Haamzah, Mohamed Ismail and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin and Musa, Rabiu Muazu and P.P. Abdul Majeed, Anwar (2021) The diagnosis of COVID-19 by means of transfer learning through X-ray images. In: International Conference on Control, Automation and Systems. 21st International Conference on Control, Automation and Systems, ICCAS 2021 , 12 - 15 October 2021 , Jeju. pp. 592-595., 2021-October. ISBN 978-899321521-2 (Published)
Ahmad Fakhri, Ab. Nasir and Anwar, P. P. Abdul Majeed and Muhammad Aizzat, Zakaria and Choong, Chun Sern and Mohd Azraai, Mohd Razman and Azura, Azmi (2020) Comparison of support vector machine and friis equation for identification of pallet-level tagging using RFID signal. In: 10th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2020 , 18 - 19 April 2020 , Malaysia. pp. 215-219.. ISBN 978-172815033-8 (Published)
Muhammad Nur Aiman, Shapiee and Ibrahim, Muhammad Ar Rahim and Mohd Azraai, Mohd Razman and Muhammad Amirul, Abdullah and Musa, Rabiu Muazu and Anwar, P. P. Abdul Majeed (2020) The Classification of Skateboarding Tricks by Means of the Integration of Transfer Learning and Machine Learning Models. In: Embracing Industry 4.0: Selected Articles from MUCET 2019 , 19-22 November 2019 , Kuantan, Pahang, Malaysia. pp. 219-226., 678. ISSN 1876-1100 (Published)
Ibrahim, Muhammad Ar Rahim and Muhammad Nur Aiman, Shapiee and Muhammad Amirul, Abdullah and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu and Anwar, P. P. Abdul Majeed (2020) The classification of skateboarding Trick Manoeuvres: A Frequency-Domain Evaluation. In: Embracing Industry 4.0: Selected Articles from MUCET 2019 , 19-22 November 2019 , Kuantan, Pahang, Malaysia. pp. 183-194., 678. ISBN 978-981156024-8 (Published)
Ahmad Fakhri, Ab. Nasir and Choong, Chun Sern and Anwar, P. P. Abdul Majeed and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman (2020) The identification of RFID signal using k-means for pallet-level tagging. In: 11th Malaysian Technical Universities Conference on Engineering and Technology, MUCET 2019 , 19-22 November 2019 , Kuantan; Malaysia. pp. 195-203., 678. ISSN 1876-1100 ISBN 978-981156024-8 (Published)
Mahendra Kumar, Jothi Letchumy and Anwar, P. P. Abdul Majeed and Muhammad Aizzat, Zakaria and Mohd Azraai, Mohd Razman and Ismail, Mohd Khairuddin (2020) The power level control of a pressurised water reactor nuclear power plant. In: 2nd Symposium on Intelligent Manufacturing and Mechatronics, SympoSIMM 2019 , 8 July 2019 , Melaka, Malaysia. pp. 451-455.. ISSN 2195-4356 ISBN 978-981-13-9538-3 (Published)
Mohamad Radzi, Mohd Sojak and Mohd Azraai, Mohd Razman and Anwar, P. P. Abdul Majeed and Rabiu Muazu, Musa and Ahmad Shahrizan, Abdul Ghani and Ismed, Iskandar (2018) The identification of oreochromis niloticus feeding behaviour through the integration of photoelectric sensor and logistic regression classifier. In: The 6th International Conference On Robotics Intelligence And Applications 2018 , 15-19 Disember 2018 , Putrajaya, Malaysia. pp. 1-7.. (Unpublished) (Unpublished)
Thesis
Mohd Azraai, Mohd Razman (2019) Hunger behaviour classification of Lates Calcarifer using machine learning for automatic demand feeder through image processing. PhD thesis, Universiti Malaysia Pahang (Contributors, UNSPECIFIED: UNSPECIFIED).
Mohd Azraai, Mohd Razman (2014) Bouc-Wen model parameter identification for a new magneto-rheologigal fluid damper using particle swarm optimization. Masters thesis, Universiti Malaysia Pahang (Contributors, Thesis advisor: Priyandoko, Gigih).