IIUM Repository

Dr Hamwira Yaacob

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  1. Hossain, Farhad and Yaacob, Hamwira Sakti (2023) A proposal on a brain-computer interface model for real-time mental fatigue intervention. Journal of Islamic, Social, Economics and Development, 8 (55). pp. 303-315. E-ISSN 0128-1755
  2. Yaacob, Hamwira Sakti and Hossain, farhad and Shari, Sharunizam and Khare, Smith K. and Ooi, Chui Ping and Acharya, Rajendra Udyavara (2023) Application of artificial intelligence techniques for brain-computer interface in mental fatigue detection: a systematic review (2011-2022). IEEE Access, 11. pp. 74736-74758. E-ISSN 2169-3536
  3. Hossain, farhad and Yaacob, Hamwira Sakti (2022) Review on Signal Generation for Neurofeedback. In: 2022 10th International Conference on Cyber and IT Service Management (CITSM), 20-21 September 2022, Yogyakarta, Indonesia.
  4. Wen, Jia Chai and Abdul Hamid, Aini Ismafairus and Omar, Hazim and Abdul Rahman, Muhammad Riddha and Fitzrol, Diana Noma and Idris, Zamzuri and Ghani, Abdul Rahman Izaini and Wan Mohamad, Wan Nor Azlen and Mustafar, Faiz and Hanafi, Muhammad Hafiz and Kandasamy, Regunath and Abdullah, Mohd Zaid and Amaruchkul, Kannapha and Valdes-Sosa, Pedro and Bringas-Vega, Maria and Biswal, Bharat and Songsiri, Jitkomut and Yaacob, Hamwira Sakti and Ibrahim, Haidi and Sumari, Putra and Noh, Nor Azila and Musa, Kamarul Imran and Ahmad, Asma Hayati and Azman, Azlinda and Jamir Singh, Paramjit Singh and Othman, Azizah and Abdullah, Jafri Malin (2022) Neural alterations in working memory of mild-moderate TBI: an fMRI study in Malaysia. Journal of Neuroscience Research, 100 (4). pp. 915-932. ISSN 0360-4012 E-ISSN 1097-4547
  5. Abdul Rahman, Muhammad Riddha and Abd Hamid, Aini Ismafairus and Noh, Nor Azila and Omar, Hazim and Wen, Jia Chai and Idris, Zamzuri and Ahmad, Asma Hayati and Fitzrol, Diana Noma and Ab. Ghani, Ab. Rahman Izaini Ghani and Wan Mohamad, Wan Nor Azlen and Mohamed Mustafar, Mohamed Faiz and Hanafi, Muhammad Hafiz and Reza, Mohamed Faruque and Umar, Hafidah and Mohd Zulkifly, Mohd Faizal and Song, Yee Ang and Zakaria, Zaitun and Musa, Kamarul Imran and Othman, Azizah and Embong, Zunaina and Sapiai, Nur Asma and Kandasamy, Regunath and Ibrahim, Haidi and Abdullah, Mohd Zaid and Amaruchkul, Kannapha and Valdes-Sosa, Pedro and Luisa-Bringas, Maria and Biswal, Bharat and Songsiri, Jitkomut and Yaacob, Hamwira Sakti and Sumari, Putra and Jamir Singh, Paramjit Singh and Azman, Azlinda and Abdullah, Jafri Malin (2022) Alteration in the functional organization of the default mode network following closed non-severe traumatic brain injury. Frontiers in Neuroscience, 16. pp. 1-14. ISSN 1662-4548 E-ISSN 1662-453X
  6. Muhd Adnan, Hafizuddin and Yaacob, Hamwira Sakti and Awang Abu Bakar, Normi Sham (2021) A systematic literature review on emotional text for Malay corpus. International Journal on Perceptive and Cognitive Computing, 7 (1). pp. 132-136.
  7. Alaros, Eshrak and Handayani, Dini and Yaacob, Hamwira Sakti and Lubis, Muharman (2021) EEG neurofeedback training among adult with attention deficit: a review article. IOP Conference Series: Materials Science and Engineering, 1077 (1). pp. 1-11. ISSN 1757-8981 E-ISSN 1757-899X
  8. Hossain, farhad and Yaacob, Hamwira Sakti and Nordin, Azlin (2021) Development of Unified Neuro-Affective Classification Tool (UNACT). IOP Conference Series: Materials Science and Engineering, 1077 (1). ISSN 1757-8981 E-ISSN 1757-899X
  9. Kang, Xiaoxi and Handayani, Dini Oktarina Dwi and Yaacob, Hamwira Sakti (2021) Comparison between Butterworth Bandpass and Stationary Wavelet Transform Filter for electroencephalography signal. IOP Conference Series: Materials Science and Engineering, 1077 (1). ISSN 1757-8981 E-ISSN 1757-899X
  10. Abdul Rahman, Ayub and Hamzah, Mohd Syarqawy and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab (2021) Traces of the brain's learning potential present within “uneducational” video games. IOP Conf. Series: Materials Science and Engineering, 1077 (1). ISSN 1757-8981 E-ISSN 1757-899X
  11. Rao, Vegnish Rao Paramesura and Puwakpitiyage, Chamode Anjana Hewawasam and Abdulkareem Shafiq, Dalia and Islam, Farhana and Handayani, Dini Oktarina Dwi and Yaacob, Hamwira Sakti and Mantoro, Teddy (2019) Design and development of facial recognitionbased library management system (FRLMS). In: "4th International Conference on Computing, Engineering, and Design, ICCED 2018", 6 - 8 Sept 2018, Asian Institute of Technology (AIT)Bangkok; Thailand.
  12. Yaacob, Hamwira Sakti and Omar, Hazim and Handayani, Dini and Hassan, Raini (2019) Emotional profiling through supervised machine learning of interrupted EEG interpolation. International Journal of Advanced Computer Research, 9 (43). pp. 242-251. ISSN 2249-7277 E-ISSN 2277-7970
  13. Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Dzulkifli, Mariam Adawiah and Kamaruddin, Norhaslinda (2017) A novel emotion profiling based on Cmac-based computational models of affects. IIUM Press, International Islamic University Malaysia, Kuala Lumpur, Malaysia. ISBN 978-967-418-681-4
  14. Mat Razi, Nurul Izzati and Othman, Marini and Yaacob, Hamwira Sakti (2017) Investment decisions based on EEG emotion recognition. Advanced Science Letters, 23 (11). pp. 11345-11349. ISSN 1936-6612
  15. Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab (2017) Affective state classification through CMAC-based model of affects (CCMA) using SVM. Advanced Science Letters, 23 (11). pp. 11369-11373. ISSN 1936-6612 E-ISSN 1936-7317 (In Press)
  16. Muhd Adnan, Hafizuddin and Yaacob, Hamwira Sakti (2017) Perceiving stress on affective state based on features from EEG. International Journal on Perceptive and Cognitive Computing (IJPCC), 3 (2). pp. 7-14. E-ISSN 2462-229X
  17. Handayani, Dini Oktarina Dwi and Abdul Rahman, Abdul Wahab and Yaacob, Hamwira Sakti (2016) Evaluation of feature extraction and classification techniques for EEG-based subject identification. Jurnal Teknologi, 78 (9). pp. 41-48. E-ISSN 2180–3722
  18. Dwi Handayani, Dini Oktarina and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Sediono, Wahju and Shah, Asadullah (2015) Computational modeling of mood from sequence of emotions. Advanced Science Letters, 21 (10). pp. 2997-3001. ISSN 1936-6612 E-ISSN 1936-7317
  19. Muhd Adnan, Hafizuddin and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Othman, Marini (2016) Revolving traditional EEG device into mobile architecture. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), 22nd-24th Nov. 2016, Jakarta, Indonesia.
  20. Dwi Handayani, Dini Oktarina and Abdul Rahman, Abdul Wahab and Yaacob, Hamwira Sakti (2015) Emotion and mood recognition in response to video. Journal of Mobile Multimedia, 11 (3&4). pp. 296-312. ISSN 1550-4646

Most Viewed Items

Item titleViews
1Investment decisions based on EEG emotion recognition745
2Subject-dependent and subject-independent emotional classification of CMAC-based features using EFuNN738
3Emotional profiling through supervised machine learning of interrupted EEG interpolation697
4EEG source imaging analysis of affect using sLoreta652
5Traces of the brain's learning potential present within “uneducational” video games647
6A novel emotion profiling based on Cmac-based computational models of affects643
7CMAC-Based Computational Model of Affects (CCMA) from self-organizing feature mapping weights for classification of emotion using EEG signals640
8Recognition of emotions in video clips: the self-assessment manikin validation 634
9Brain Topographic Mapping of Emotions using Computational Cerebellum633
10EEG affect analysis based on KDE and MFCC625
11Revolving traditional EEG device into mobile architecture614
12Affective state classification through CMAC-based model of affects (CCMA) using SVM609
13Emotion and mood recognition in response to video 604
14Computational model of affective states profiling using commercial 14-channel wireless EEG580
15Extracting features using computational cerebellar model for emotion classification578
16Design and development of facial recognitionbased library management system (FRLMS)563
17Computational modeling of mood from sequence of emotions560
18Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions.557
19Evaluation of feature extraction and classification techniques for EEG-based subject identification517
20A systematic literature review on emotional text for Malay corpus501
21EEG neurofeedback training among adult with attention deficit: a review article496
22Development of Unified Neuro-Affective Classification Tool (UNACT)491
23Perceiving stress on affective state based on features from EEG488
24Comparison between Butterworth Bandpass and Stationary Wavelet Transform Filter for electroencephalography signal440
25Neural alterations in working memory of mild-moderate TBI: an fMRI study in Malaysia347
26Alteration in the functional organization of the default mode network following closed non-severe traumatic brain injury338
27Review on Signal Generation for Neurofeedback226
28Application of artificial intelligence techniques for brain-computer interface in mental fatigue detection: a systematic review (2011-2022)138
29A proposal on a brain-computer interface model for real-time mental fatigue intervention93