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Dr Hamwira Yaacob

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  1. 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
  2. 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
  3. 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
  4. 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)
  5. 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
  6. 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
  7. 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
  8. 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.
  9. 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
  10. 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
  11. 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.
  12. 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
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.