Items where Author is "Jothi Letchumy, Mahendra Kumar"

Article

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 (Unpublished) (Unpublished)

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)

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

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)

Thesis

Jothi Letchumy, Mahendra Kumar (2021) The classification of wink-based eeg signals by means of transfer learning models. Masters thesis, Universiti Malaysia Pahang (Contributors, UNSPECIFIED: UNSPECIFIED).