Items where Author is "Yaacob, Hamwira Sakti"

Article

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

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

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

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

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.

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

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

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

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

Mohammad Yosi, Aqila Nur Nadira and Sidek, Khairul Azami and Yaacob, Hamwira Sakti and Othman, Marini and Jusoh, Ahmad Zamani (2019) Emotion recognition using electroencephalogram signal. Indonesian Journal of Electrical Engineering and Computer Science, 15 (2). pp. 786-793. ISSN 2502-4752 E-ISSN 2502-4760

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

Waili, Tuerxun and Md Johar, Md Gapar and Sidek, Khairul Azami and Mohd Nor, Nur Syarmimi Hanis and Yaacob, Hamwira Sakti and Othman, Marini (2019) EEG based biometric identification using correlation and MLPNN models. International Journal of Online and Biomedical Engineering, 15 (10). pp. 77-90. ISSN 2626-8493

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

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)

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

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

Dwi Handayani, Dini Oktarina and Abdul Rahman, Abdul Wahab and Yaacob, Hamwira Sakti (2015) Recognition of emotions in video clips: the self-assessment manikin validation. Telkomnika (Telecommunication Computing Electronics and Control), 13 (4). pp. 1343-1351. ISSN 1693-6930 E-ISSN 2302-9293

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

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

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2015) CMAC-Based Computational Model of Affects (CCMA) from self-organizing feature mapping weights for classification of emotion using EEG signals. International Journal of Computers and Their Applications, 22 (1). pp. 31-42. ISSN 1076-5204

Book

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

Book Chapter

Sulaiman, Suriani and Ahmed Yahya, Saba and Mohd Shukor, Nur Sakinah and Ismail , Amelia Ritahani and Zaahirah, Qazi and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Dzulkifli, Mariam Adawiah (2015) Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm. In: Computational intelligence in information systems: proceedings of the Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014). Advances in Intelligent Systems and Computing (331). Switzerland, Springer International Publishing, pp. 51-60. ISBN 978-3-319-13152-8

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab (2011) Viewing emotions from categorical and dimensional perspectives. In: Understanding brain developmental disorder based on EEG in soft computing approach. IIUM Press, Kuala Lumpur, pp. 1-13. ISBN 9789674181116

Proceeding Paper

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.

Handayani, Dini Oktarina Dwi and Yaacob, Hamwira Sakti and Osmani, Noor Mohammad and Attarbashi, Zainab (2022) A Real-Time Brain-Computer Interface (BCI) framework for sleep state stimulation using a deep-learning technique: proposal. In: ICEPEE'22, 9-10th August 2022, IIUM (hybrid). (In Press)

Handayani, Dini and Yaacob, Hamwira Sakti and Attarbashi, Zainab and Osmani, Noor Mohammad and Jamaludin, Mohammad Aizat and Altaleb, Abdulazeez E. (2022) A real-time Brain-Computer Interface (BCI) framework for sleep state stimulation using a deep-learning technique: proposal. In: 5th International Conference on Engineering Professional Ethics and Education (ICEPEE'22), 9-10 August 2022, Online. (Unpublished)

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.

Awang Abu Bakar, Normi Sham and Yaacob, Hamwira Sakti and Handayani, Dini and Abuzaraida, Mustafa Ali (2018) Malay online virtual integrated corpus (MOVIC): A systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 23rd-25th July 2018, Kuala Lumpur, Malaysia.

Awang Abu Bakar, Normi Sham and Yaacob, Hamwira Sakti and Handayani, Dini and Abuzaraida, Mustafa Ali (2018) Malay Online Virtual Integrated Corpus (MOVIC): a systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 23rd-25th July 2018, Kuala Lumpur.

Handayani, Dini and Awang Abu Bakar, Normi Sham and Yaacob, Hamwira Sakti and Abuzaraida, Mustafa Ali (2018) Sentiment analysis for Malay language: systematic literature review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 23rd-25th July 2018, Kuala Lumpur.

Mat Razi, Nurul Izzati and Othman, Marini and Yaacob, Hamwira Sakti (2016) EEG-based emotion recognition in the investment activities. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016), 22nd-24th Nov. 2016, Jakarta, Indonesia.

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.

Dwi Handayani, Dini Oktarina and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Alshaikhli, Imad Fakhri Taha (2016) Statistical approach for a complex emotion recognition based on EEG features. In: 2015 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2015), 8th-10th Dec. 2015, Kuala Lumpur.

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab (2015) Computational model of affective states profiling using commercial 14-channel wireless EEG. In: 28th International Conference on Computer Applications in Industry and Engineering, 12-14 October 2015, San Diego, California, USA.

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Alshaikhli, Imad Fakhri Taha and Kamaruddin, Norhaslinda (2014) CMAC-based computational model of affects (CCMA) for profiling emotion from EEG signals. In: 5th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2014), 17th - 19th November 2014, Kuching, Sarawak, Malaysia. (Unpublished)

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2014) Subject-dependent and subject-independent emotional classification of CMAC-based features using EFuNN. In: 27th International Conference on Computer Applications in Industry and Engineering, 13-15 October 2014, New Orleans, Louisiana, USA.

Handayani, Dini and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Sediono, Wahju and Shah, Asadullah (2014) Systematic review of computational modeling of mood and emotion. In: 2014 The 5th International Conference on Information & Communication Technology for the Muslim World (ICT4M 2014), 17-18 November 2014, Kuching, Sarawak, Malaysia.

Othman, Marini and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Alshaikhli, Imad Fakhri Taha and Dzulkifli, Mariam Adawiah (2014) A cognitive-affective measurement model based on the 12-point affective circumplex. In: 2014 3rd International Conference on Advanced Computer Science Applications and Technologies, 29-30 Dec. 2014, Amman, Jordan.

Yaacob, Hamwira Sakti and Kamaruddin, Norhaslinda and Abdul Rahman, Abdul Wahab (2013) Brain Topographic Mapping of Emotions using Computational Cerebellum. In: The Tenth International Conference on Electronics Computer and Computation (ICECCO 2013), 7-9 November 2013, Turgut Özal University, Ankara, Turkey.

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2013) Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M), 25-27 Mar 2013, Rabat, Moroco.

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2013) Extracting features using computational cerebellar model for emotion classification. In: 2013 International Conference on Advanced Computer Science Applications and Technologies (ACSAT), 23-24 Dec. 2013, Kuching, Sarawak.

Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2012) EEG source imaging analysis of affect using sLoreta. In: The ISCA 2nd International Conference on Advanced Computing and Communication (ACC-2012), 27-29th June 2012, Los Angeles, California USA.

Hamal, Abdul Qayoom and Othman, Marini and Yaacob, Hamwira Sakti and Abdul Rahman, Abdul Wahab (2012) EEG affect analysis based on KDE and MFCC. In: The ISCA 2nd International Conference on Advanced Computing and Communication (ISCA-ACC-2012), 27–29 June 2012, Los Angeles, California USA.

Yaacob, Hamwira Sakti and Karim, Izzah and Abdul Rahman, Abdul Wahab and Kamaruddin, Norhaslinda (2012) Two dimensional affective state distribution of the brain under emotion stimuli. In: 34th Annual International Conference of the IEEE EMBS, 28 August - 1 September, 2012, San Diego, California USA.