Pervasive Computing and Brain Development Research Group (PCBDG)
2015 and below
2015 and below
Dini Handayani, Abdul Wahab, Hamwira Yaacob, Recognition of Emotions in Video Clips: The Self-Assessment Manikin Validation, TELKOMNIKA (Telecommunication Computing Electronics and Control), Vol. 13, Issue 4, Pg. 1343-1351
Dini Handayani, Hamwira Yaacob, Abdul Wahab Abdul Rahman, Wahju Sediono, Asadullah Shah, Computational Modeling of Mood from Sequence of Emotions, Advanced Science Letters, Vol. 4, 400–407, 2015
Dini Handayani, Abdul Wahab, Hamwira Yaacob, Evaluation Of Feature Extraction And Classification Techniques For EEG-based Subject Identification, ARPN Journal of Engineering and Applied Sciences
Handayani, D., Sediono, W., Shah, A. Anomaly detection in vessel tracking - A Bayesian networks (BNs) approach (2015) Transactions of the Royal Institution of Naval Architects Part A: International Journal of Maritime Engineering, 157, pp. A145-A152.
Handayani, D., Wahab, A., Yaacob, H. Emotion and mood recognition in response to video (2015) Journal of Mobile Multimedia, 11 (3-4), pp. 296-312.
Othman, M, Abdul Wahab, Abdul Qayoom, Hamzah, MS, & Abu Seman, MS, Affective Learning Analysis of Children in a Card Sorting Game. International Conference on Information Science and Applications (ICISA 2015), Pattaya, Thailand, 24-26 February 2015. (paper accepted).
Sulaiman, S., Yahya, S. A., Shukor, N. S. M., Ismail, A. R., Zaahirah, Q., Yaacob, H., Wahab, A., Dzulkifli, M. A. (2015). Clustering Natural Language Morphemes from EEG Signals Using the Artificial Bee Colony Algorithm. In S. Phon-Amnuaisuk & T. W. Au (Eds.), Computational Intelligence in Information Systems (pp. 51–60). Springer International Publishing.
Othman, M, Yaacob, H, Abdul Wahab, Imad Fakhri Alshaikli, Mariam Adawiah Dzulkifli. A Cognitive-Affective Measurement Model based on the 12-Point Affective Circumplex. ACSAT 2014, Amman Jordan, 29-30 December 2014.
Yaacob, H., Wahab, A., AlShaikhli, I., & Kamaruddin, N. (2014). CMAC-based Computational Model of Affects (CCMA) for profiling emotion from EEG signals. Information & Communication Technology for The Muslims World (ICT4M’14). Kuching, Sarawak.
Yaacob, H., Wahab, A., & Kamaruddin, N. (2014). Subject-dependent and subject-independent emotional classification of CMAC-based features using EFuNN. 27th International Conference on. Computer Applications in Industry and Engineering (CAINE’14). New Orleans, Louisiana.
N Mahri, KB Gan, MAM Ali (2014). Extracting features similar to QT interval from second derivatives of photoplethysmography: A feasibility study, 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 470-473
Othman, M., Abdul Wahab, Karim, I., Dzulkifli, M. A., & Imad Fakhri Alshaikli. (2013). EEG emotion recognition based on the dimensional models of emotions, Procedia – Social and Behavioural Sciences, Vol. 97, 6 November 2013, Pages 30-37, ISSN 18770428, http://dx.doi.org/10.1016/j.sb...
Yaacob, H., Kamaruddin, N., & Wahab, A.. (2013). Extracting features using computational cerebellar model for emotion classification. (ACSAT’13). Sarawak, Malaysia.
Yaacob, H., Kamaruddin, N., & Wahab, A.. (2013). Brain Topographic Mapping of Emotions using Computational Cerebellum. International Conference on Electronics, Computers and Computation (ICECCO’13). Ankara, Turkey.
Yaacob, H., Wahab, A., Dzulkifli, M. A., & Kamaruddin, N. (2013). Extracting affective valence using Cerebellar Model Articulation Controller (CMAC). 26th International Conference on. Computer Applications in Industry and Engineering (CAINE’13). Los Angeles, CA.
Yaacob, H., Wahab, A., & Kamaruddin, N. (2013). Classification of EEG Signals Using MLP based on Categorical and Dimensional Perceptions of Emotions. Information & Communication Technology for The Muslims World (ICT4M’13). Rabat, Morocco.
Handayani, D.O.D., Sediono, W., Shah, A. Prototyping of a situation awareness system in the maritime surveillance (2013) IOP Conference Series: Materials Science and Engineering, 53 (1), art. no. 012007, .
N Mahri, GK Beng, MAM Ali, 2012. Best pulse selection of photoplethysmography signal through comparative method, International Conference on Biomedical Engineering (ICoBE), 389-392
Norhaslinda Kamaruddin, Abdul Wahab, Chai Quek, “Cultural dependency analysis for understanding speech emotion”, Expert System with Applications, Jan 2012.
Shams, W.K. and Wahab A., “Characterizing Autistic Disorder based on Principle Component Analysis”, Australian Journal of Basic and Applied Sciences, 6(1): 149-155, 2012.
Yaacob, H., Karim, I., Wahab, A., & Kamaruddin, N. (2012). Two dimensional affective state distribution of the brain under emotion stimuli. The 34th Annual International Conference of the IEEE Engineering in Medicine & Biology Society. San Diego, CA.
Norzaliza Md Nor, Najwani Razali, and Abdul Wahab. (2012). Cognitive Stress Analysis during Simulated Driving. The International Conference on Advanced Computing and Communications (ACC-2012), Omni Hotel, Los Angeles, California, USA.
Norzaliza M. Nor, Abdul Wahab , Norhaslinda Kamaruddin and Hariyati Majid (2011). Post Accident Analysis of driver Affection, 15th IEEE Symposium on Consumer Electronics, ISCE2011, Singapore.
Norzaliza M. Nor, Abdul Wahab , Norhaslinda Kamaruddin and Hariyati Majid (2011). Understanding Pre-emotion for driving behaviour. The 14th International IEEE Conference on Intelligent Transportation Systems (ITSC 11), Washington D.C., USA.
Norzaliza M. Nor, Abdul Wahab , Norhaslinda Kamaruddin and Hariyati Majid (2011), Understanding Pre-emotion Effect on Long Term Memory by Using EEG. The 17th International Conference on Digital Signal Processing (DSP2011) ,July 6-8, 2011 on the island of Corfu, Greece.
Norzaliza M. Nor, Abdul Wahab , Norhaslinda Kamaruddin and Hariyati Majid (2011). Pre-Post Accident Analysis Relates To Precursor Emotion For Driver Behaviour Understanding. The 10th WSEAS International Conference On Education and Educational Technology (Edu '11) 2011, Penang, Malaysia.
Abdul Wahab, Norzaliza, M. N., Hariyati, K., and Norhaslinda (2011) Post accident analysis by using Valence Arousal Approach (VAA). In: Understanding brain developmental disorder based on EEG in soft computing approach. IIUM Press, Kuala Lumpur, pp. 334-357. ISBN 9789674181116
N Mahri, SAS Suandi, BA Rosdi, 2010 .Finger vein recognition algorithm using phase only correlation, International Workshop on Emerging Techniques and Challenges for Hand-Based Biometrics
Wahab, N. Kamaruddin, L. K. Palaniappan, M. Li and R. Khosrowabadi, “EEG Signals for Emotion Recognition”, Journal of Computational Methods in Sciences and Engineering, 10, (1,2), S1-S11, 2010
Othman, M., Wahab, A., & Khosrowabadi R. (2010).“EEG Based Emotion Recognition using MFCC and MLP,” ISCA 25th International Conference on Computers and Their Applications (CATA 2010), 252-257.
Norzaliza Md Nor, Abdul Wahab(2010), Driver Identification and Driver’s Emotion Verification using KDE and MLP Neural Networks, Proceeding 3rd International Conference on ICT4M 2010, Jakarta, Indonesia, 3:96-101.
N. Kamaruddin and A. Wahab, “Features extraction for speech emotion”, Journal of Computational Methods in Sciences and Engineering, vol 9, (1), 2009, pp. S1 – S12.
Wahab, C. Quek and Luah A H, “Neuro-fuzzy icu ventilator patients modeling”, Journal of Computational Methods in Sciences and Engineering, vol 9, (2), 2009, pp. S159 – S167.
Wahab and C. Quek, “speech enhancement using soft computing approach”, Expert system with application, Vol. 36, (10), December 2009, pp 12120 - 12130.
W. Abdul, C. Quek, K. Takeda and C. Tan, “Driving Profile Modeling and Recognition based on Soft Computing Approach”, IEEE Transaction for Neural Network, vol 20, (4), April 2009, pp. 563 - 582.
Othman, M.,AbdulWahab & Khosrowabadi, R. (2009). MFCC for Robust Emotion Detection using EEG. Paper presented at the 9thIEEE Malaysia International Conference on Communications 2009 (MICC 2009), pp. 98 – 101.
2008 and Below
L. Ma, W, Abdul, G.S. Ng and S. Erdogan, “An Experimental Study of the Extended NRBF Regression Model and its Enhancement for Classification Problem”, Neurocomputing, vol. 72 (1-3), December 2008, pp 458 - 470.
Abdul wahab, L. Ma, T. Kaixiang, and H. Abut, “EEG Emotion Recognition System,” Chapter 10 in K. Takeda, J.H.L. Hansen, H. Erdogan and H. Abut (Editors), In-Vehicle Corpus and Signal Processing for Driver Behavior, Springer Science-Business, November 2008. Hardcover ISBN 978-0-387-79581-2 and electronic version e-ISBN 978-0-387-79582-9
W. Abdul, GS Ng, and A. Jonatan, “Integrated Biometric Verification System Using Soft Computing Approach”, Neural Processing Letters, Springer Netherlands, Vol. 25, 2, April 2007, pp. 111-126.
W. Abdul, C.K. Tan, H. Abut and K. Takeda, “Driver Recognition Using FNN and Statistical methods,” Chapter 2 in Advances for In-Vehicle and Mobile Systems: Challenges for International Standards H. Abut, J.HL Hansen, K. Takeda (editors), Springer Science-Business, April 2007.
Othman, M., Hassan, W. H. and Abdalla, A. H. (2007). "Developing A Secure Mechanism for Bluetooth-based Wireless Personal Area Networks", Proceedings of ICEE'07: International Conference on Electrical Engineering, Lahore, Pakistan, April 11-12, 2007.
G. S. Ng, S. Erdogan, D. M. Shi and W. Abdul, “Insight of Fuzzy Neural Systems in the Application of Handwritten Digits Classification”, International Journal of Image and Graphics, 2006, vol 6, no. 4, pp. 511-532
G.S. Ng, D. M. Shi and W. Abdul, “Application of EFuNN for the Classification of Handwritten Digits”, International Journal of Computers, Systems and Signals, 2005
W. Abdul, G. S. Ng and R. Dickiyanto, ''Speaker Authentication System using Soft Computing Approaches,'' Neurocomputing, 2005, vol. 68, pp. 13-37
W. Abdul and H. Abut, "MCMAC as an Amplitude Spectral Estimator for Speech Enhancement," Chapter 8 in DSP for In-Vehicle and Mobile Systems, Springer-Verlag, New York, NY, 2005.
W. Abdul, H. C. Quek, G. S. Ng and E. C. Tan, ''Noise Spectra Modelling Based on Fuzzy Neural Networks,'' Neural, Parallel, and Scientific Computing, 2004, pp. 123-134
W. Abdul, H C. Quek and E. C. Tan, ''Soft computing Approach to Noise Modeling,'' WSEAS Transaction on Systems, issue 3, vol. 3, May 2004, pp. 1089-1096
Hsieh, H. C. Quek and W. Abdul, ''Cerebellum Based Car Auto-Pilot System,'' WSEAS Transaction on Systems, issue 3, vol. 3, May 2004, pp. 1240-1244
E. C. Tan, W. Abdul and K. M. Low, ''Application of Capacitive Coupling to the Design of AbsoluteCoordinate Pointing Device,'' IEEE Transactions on Instrumentation and Measurement, 2003
H. C. Quek and W. Abdul, ''Real-Time Integrated Process Supervision,'' Engineering Applications of Artificial Intelligence, 2000, vol. 13, pp. 645-658
W. Abdul, S. H. Chin and E. C. Tan, ''A Novel Approach to Automated Fingerprint Recognition,'' IEE Proceedings Vision, Image and Signal Processing, 1998, vol. 145, no. 3, pp. 160-166