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الكليات

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Abdul Wahab Bin Abdul Rahman
Professor

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Professor Abdul Wahab started his career with Hewlett Packard Singapore as a production engineer and R&D project manager. He has worked in Singapore and Colorado, USA prior to joining the faculty of Nanyang Technological University, Singapore in 1990. In 2009, he joined the Kulliyyah of Information and Communication Technology, IIUM. Professor Abdul Wahab had published more than 100 papers, in journals, patents and book chapters in the areas of digital and optical computing, signal processing, Artificial Intelligence, and Neuroscience and computing. His areas of expertise cover digital s ... show more

  • Ph.D in Computer Engineering - Doctor of Philosophy, Nanyang Technological University
  • Master in Electronic Engineering - Masters Degree, National University of Singapore, Singapore
  • Bachelor of Science in Electric Engineering - Bachelor Degree, University of Essex
  • Diploma in Telecommunication & Electronic Engineering - Diploma, Institute of Education, Singapore
  • Social Science ~ Social Science ~ Cognitive Science ~ Other Cognitive Science n.e.c - Computational Intelligence Cognitive Science and Engineering Signal processing and analysis Speech processing and analysis
COMPUTER ARCHITECTURE & ASSEMBLY LANGUAGE 2009/2010 2010/2011 2011/2012 2012/2013 2013/2014 2014/2015
DIGITAL SYSTEMS FUNDAMENTAL 2012/2013 2013/2014 2014/2015 2015/2016 2016/2017 2017/2018 2018/2019 2019/2020
FINAL YEAR PROJECT 2009/2010 2010/2011 2013/2014
INDUSTRIAL ATTACHMENT 2009/2010 2010/2011 2011/2012 2013/2014
INFORMATION SYSTEMS FOR MANAGERS 2019/2020
INTRODUCTION TO COMPUTER ORGANIZATION 2009/2010 2010/2011 2011/2012 2012/2013
INTRODUCTION TO MATHEMATICAL STATISTICS 2015/2016
IT POLICIES & ISSUES 2012/2013 2013/2014 2014/2015 2015/2016 2016/2017 2018/2019
RESEARCH METHODOLOGY FOR IT 2013/2014 2014/2015
In Progress
2018 - Present Teaching Students with Learning Disabilities in the Special Education and Inclusive Education Setting
2016 - Present Identifying and Profiling children with Learning disabilities using Algorithmic Computational Neuro-Physiological (CNP) Model
2016 - Present Diagnosis and Management of Traumatic Brain Injury: Predictive Bioimaging Markers and the assessment of the Biopsychosocial aspects of traumatic Brain Injury (TBI) patients and their caregivers
2014 - Present Brain Inspired Computational Modelling of Tugboat Master based on User Experience and Situation Awareness
Completed
2014 - 2016 Computational Modeling for Analyzing the Effect of Quranic Recitations on Human Emotions
2014 - 2018 Neuro-Navigational Computational Model of Affect for Profiling Maritime Pilot
2013 - 2016 A Swarm Cognition Inspired Model for the Unsupervised Learning of Morphology
2013 - 2016 Computational Morphological Modeling for Analyzing Chaotic Neurological Disorder
2013 - 2016 Visualization of Emotional Dynamic on Brain Topology using Neural Inspired Computational Model
2013 - 2016 Modelling the Control Parameters in the Transformation of Information Between Long Term Memory and Working Memory.
2011 - 2012 Understanding Pre-Emotion and Post Accident Analysis By Using Valance-Arousal
2010 - 2011 Preliminary Study for Establishing Children's Screening and Brain Development Understanding using Soft Computing Approach
2010 - 2012 Understanding Meditation Through Neural Computing Approach
Article
2019 Interlaboratory data fusion repository system (InDFuRS) for tocotrienols-based treatment. Indonesian Journal of Electrical Engineering and Computer Science , 13 (3) pp.1130-1135
2018 Driver behaviour state recognition based on speech. Telkomnika , 16 (2) pp.852-861
2018 Affective neurophysiological algorithmic model for learning analytics profiling. Journal of Fundamental and Applied Sciences , 10 (7s) pp.199-209
2018 Brain developmental disorders’ modelling based on preschoolers neuro-physiological profiling. Indonesian Journal of Electrical Engineering and Computer Science , 12 (2) pp.542-547
2018 Pornography addiction detection based on Neurophysiological computational approach. Indonesian Journal of Electrical Engineering and Computer Science , 10 (1) pp.138-145
2017 Affective state classification through CMAC-based model of affects (CCMA) using SVM. Advanced Science Letters , 23 (11) pp.11369-11373
2017 A conceptual framework for personality modelling in correlation with EEG-based a affect. Science International (Lahore) , 29 (4) pp.803-808
2016 Universality and diversity of cultural-influenced speech emotion recognition system. The Social Sciences , 11 (16) pp.3828-3832
2016 Emotion detection using physiological signals EEG & ECG. International Journal of Advancements in Computing Technology (IJACT) , 8 (3) pp.103-112
2016 Evaluation of feature extraction and classification techniques for EEG-based subject identification. Jurnal Teknologi , 78 (9) pp.41-48
2016 Neural network modelling of the influence of channelopathies on reflex visual attention. Cognitive Neurodynamics , 10 (1) pp.49-72
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
2015 Artifacts classification in EEG signals based on temporal average statistics. Jurnal Teknologi , 77 (7) pp.73-77
2015 Dynamic screening of autistic children in various mental states using pattern of connectivity between brain regions. Applied Soft Computing , 32 pp.335-346
2015 Affective learning analysis of children in a card sorting game. Lecture Notes in Electrical Engineering , 339 pp.681-688
2015 Recognition of emotions in video clips: the self-assessment manikin validation . Telkomnika (Telecommunication Computing Electronics and Control) , 13 (4) pp.1343-1351
2015 Emotion and mood recognition in response to video . Journal of Mobile Multimedia , 11 (3&4) pp.296-312
2015 Computational modeling of mood from sequence of emotions. Advanced Science Letters , 21 (10) pp.2997-3001
2014 ERNN: A biologically inspired feedforward neural network to discriminate emotion from EEG signal. IEEE Transactions on Neural Networks and Learning Systems , 25 (3) pp.609-620
2014 Generalizations of fuzzy linguistic control points in geometric design. AIP Conference Proceedings , 1605 pp.244-249
2013 EEG emotion recognition based on the dimensional models of emotions. Procedia - Social and Behavioral Sciences , 97 pp.30-37
2013 Emotion recognition model using source-temporal features and fuzzy. Lecture Notes in Computer Science (LNCS) , 8226 (1) pp.577-584
2013 Affective computing model using source-temporal domain. Procedia - Social and Behavioral Sciences , 97 pp.54-62
2013 Investigation on dynamic speech emotion from the perspective of brain associative memory.. Procedia Social and Behavioral Sciences , 97 pp.46-53
2012 Characterizing autistic disorder based on principle component analysis. Australian Journal of Basic and Applied Sciences , 6 (1) pp.149-155
2012 Cultural dependency analysis for understanding speech emotion. Expert Systems with Applications , 39 pp.5115-5113
2011 Understanding the correlation of explicit and implicit memory effectiveness using EEG-based emotional arousal. Advanced Science Letters , 4 (2) pp.310-314
2011 Analyzing brain activity in understanding cultural and language interaction for depression and anxiety. Procedia Social and Behavioral Sciences , 27 pp.299-305
2010 EEG signals for emotion recognition. Journal of Computational Methods in Sciences and Engineering , 10 (Supp.1) pp.1-11
2009 Driving profile modeling and recognition based on soft computing approach. IEEE Transactions on Neural Networks , 20 (4) pp.563-582
2009 Features extraction for speech emotion . Journal of Computational Methods in Science and Engineering , 9 (1) pp.S1-S12
2009 Neuro-fuzzy icu ventilator patients modeling. Journal of Computational Methods in Sciences and Engineering , 9 (2) pp.S159-S167
2009 A novel associative memory approach to speech enhancement in a vehicular environment. Expert System with Application , 36 (10) pp.12120-12130
2008 An experimental study of the extended NRBF regression model and its enhancement for classification problem. Neurocomputing , 72 pp.458-470
2007 Integrated biometric verification system using soft computing approach. Neural Processing Letters , 25 (2) pp.111-126
2005 Speaker authentication system using soft computing approaches . Neurocomputing , 68 pp.13-37
2005 Application of capacitive coupling to the design of an absolute-coordinate pointing device. IEEE Transactions On Instrumentation and Measurement , 54 (5) pp.2099-2104
2004 Application of EFUNN for the classification of handwritten digits. International Journal of Computers, Systems and Signals , 5 (2) pp.27-35
2003 Entropy learning and relevance criteria for neural network pruning. Internation Journal of Neural Systems , 13 (5) pp.291-305
2003 Entropy learning in neural network. ASEAN Journal for Science and Technology Development , 20 (3&4) pp.307-322
2002 MCMAC–CVT: a novel on-line associative memory based CVT transmission control system. Neural Networks , 15 (2) pp.219-236
2000 Real-time integrated process supervision. Engineering Applications of Artificial Intelligence , 13 (6) pp.645-658
1998 Novel approach to automated fingerprint recognition. IEE Proceedings - Vision Image and Signal Processing , 145 (3) pp.160-166
1998 Interfacing reprogrammable universal remote controller with multimedia PC. Journal of Network and Computer Applications , 21 (1) pp.125-134
1998 PC-controlled scent system. IEEE Transactions on Consumer Electronis , 44 (1) pp.130-136
1996 TR—Temporal Reasoner. Expert Systems with Application , 10 (3/4) pp.449-455
1996 Application of wavelet-matched filters to holographic associative memories. Optics Communications , 132 (3-4) pp.217-220

Conference or Workshop Item

2019 Driver behavior analysis using personality modeling in correlation with EEG-Based affect. In: 8th Biennial Workshop on DSP for In-Vehicle and Mobile Systems
2018 EEG affective modelling for dysphoria understanding. In: 12th International Symposium on Medical Information and Communication Technology, ISMICT 2018
2018 Neurophysiological analysis of porn addiction to learning disabilities. In: ICT4M 2018
2018 A real-life application of Neuro - Physiological interface of affect. In: Series lecture on Computational Intelligence and its Applications
2018 Neuro: physiological interface. In: Driver Behavior Analysis using Personality Modeling
2018 The effectiveness of development skills plan framework for learning disabilities children: a systematic literature review. In: 5th International Congress on Information Science and Technology (CiSt) 2018
2017 Analysis of Indonesian sentiment text based on affective space model (ASM) using electroencephalogram (EEG) signals. In: 11st International Conference on Informatics and Computing (ICIC 2016)
2017 Driver behavior state recognition based on silence removal speech. In: 1st International Conference on Informatics and Computing, ICIC 2016
2017 Real time electrocardiogram identification with multi-modal machine learning algorithms. In: 2nd International Conference of Reliable Information and Communication Technology (IRICT) 2017
2017 Message from the dean. In: 6th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2016
2017 Computational visualization of customer mood using affective space model approach. In: 16th International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques, SoMeT 2017
2016 Revolving traditional EEG device into mobile architecture. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016)
2016 Measuring customer satisfaction through speech using valence-arousal approach. In: 6th International Conference on Information and Communication Technology for the Muslim World (ICT4M 2016)
2016 Automatic emotion recognition based on EEG and ECG signals while listening to quranic recitation compared with listening to music. In: 6th International Conference on Information and Communication Technology for the Muslim World (ICT4M 2016)
2016 EEG-based emotion recognition while listening to Quran recitation compared with relaxing music using Valence-arousal model. In: 2015 4th International Conference on Advanced Computer Science Applications and Technologies
2016 A review for future research and practice in using computer assisted instruction on vocabulary learning among children with autism spectrum disorder. In: 2016 6th International Conference on Information and Communication Technology for The Muslim World (ICT4M 2016)
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)
2016 Lesson learnt from an EEG-based experiment with ADHD children in Malaysia. In: 10th International Conference on Universal Access in Human-Computer Interaction, UAHCI 2016 and Held as Part of 18th International Conference on Human-Computer Interaction, HCI International 2016
2016 Electrocardiogram identification: Use a simple set of features in QRS complex to identify individuals. In: 12th International Conference on Computing and Information Technology (IC2 IT)
2015 Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm. In: Fourth International Neural Network Society Symposia Series (INNS-CIIS 2014)
2015 Psycho-Islamic principles of retaining information in human memory: a conceptual study. In: Seminar Wahyu Asas Tamadun IV Peringkat Antarabangsa (SWAT 2015)
2015 Computational model of affective states profiling using commercial 14-channel wireless EEG. In: 28th International Conference on Computer Applications in Industry and Engineering
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
2014 Measuring customer perceptions index using CMAC speech emotion mapping. In: International Conference on Advanced Computer Science Applications and Technologies, ACSAT 2013
2014 Neuro-cognitive correlation of memory effectiveness and emotional arousal. In: 27th International Conference on Computer Applications in Industry and Engineering, CAINE 2014
2014 Analysis of EEG signals using mathematical morphology decomposition and kurtosis: Detection of epileptiforms. In: 27th International Conference on Computer Applications in Industry and Engineering, CAINE 2014
2014 Analysis of dyslexic children dynamic emotion trajectory during executive function tasks. In: 27th International Conference on Computer Applications in Industry and Engineering, CAINE 2014
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
2014 Optimizing human memory: an insight from the study of al Huffaz. In: 2014 The 5th International Conference on Information & Communication Technology for the Muslim World (ICT4M 2014)
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)
2014 The memory of memorizers: a study of the memorization of Quran. In: International Research, Invention and Innovation Exhibition 2014 (IRIIE2014)
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)
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)
2013 Classification of dyslexic and normal children during resting condition using KDE and MLP. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M)
2013 Brain Topographic Mapping of Emotions using Computational Cerebellum. In: The Tenth International Conference on Electronics Computer and Computation (ICECCO 2013)
2013 Emulating human cognitive approach for speech emotion recognition using MLP and GenSoFNN. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M)
2013 Artifact processing of Epileptic EEG Signals: an overview of different types artifacts. In: 2nd International Conference on Advanced Computer Science Applications and Technologies, ACSAT 2013
2013 Source-temporal-features for dtection EEG behavior of autism spectrum disorder. In: 2013 5th International Conference on Information and Communication Technology for the Muslim World (ICT4M)
2013 Extracting features using computational cerebellar model for emotion classification. In: 2013 International Conference on Advanced Computer Science Applications and Technologies (ACSAT)
2013 Early identification of dyslexic preschoolers based on europhysiological signals. In: 2013 International Conference on Advanced Computer Science Applications and Technologies (ACSAT)
2013 Valence-arousal approach for speech emotion recognition system. In: 2013 International Conference on Electronics, Computer and Computation (ICECCO 2013)
2012 Fuzzy model for detection and estimation of the degree of autism spectrum disorder. In: Proceedings of the 19th International Conference on Neural Information Processing (ICONIP 2012)
2012 Human behavior state profile mapping based on recalibrated speech affective space model. In: 34th Annual International Conference of the IEEE EMBS
2012 EEG source imaging analysis of affect using sLoreta. In: The ISCA 2nd International Conference on Advanced Computing and Communication (ACC-2012)
2012 EEG affect analysis based on KDE and MFCC. In: The ISCA 2nd International Conference on Advanced Computing and Communication (ISCA-ACC-2012)
2012 Detecting Different Tasks Using EEG-Source-Temporal Features. In: Proceedings of Neural Information Processing - 19th International Conference, ICONIP 2012
2012 Affective mapping of EEG during executive function tasks. In: 2012 15th International Conference on Computer and Information Technology (ICCIT)
2012 Two dimensional affective state distribution of the brain under emotion stimuli. In: 34th Annual International Conference of the IEEE EMBS
2011 EEG analysis for understanding stress based on affective model basis function . In: 2011 IEEE 15th International Symposium on Consumer Electronics
2011 2D affective space model (ASM) for detecting autistic children. In: 2011 IEEE 15th International Symposium on Consumer Electronics (ISCE)
2011 Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram . In: 2010 International Conference on Information and Communication Technology for the Muslim World (ICT4M)
2011 Characterizing autistic disorder based on principle component analysis. In: 2011 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2011
2011 Heterogeneous driver behavior state recognition using speech signal. In: 10th WSEAS International Conference on System Science and Simulation in Engineering (ICOSSSE 2011)
2011 Dynamic analysis of critical features in EEG for motor imitation among Autistic children. In: 10th WSEAS International Conference on Education and Educational Technology (EDU 2011)
2011 Pre-post accident analysis relates to pre-cursor emotion for driver behavior understanding. In: The 11th WSEAS International Conference on Applied Computer Science (ACS 2011)
2011 Post accident analysis of driver affection . In: IEEE 15th International Symposium on Consumer electronics
2010 Affective face processing analysis in autism using electroencephalogram. In: 3rd International Conference on Information and Communication Technology for the Muslim World (ICT4M 2010)
2010 EEG-based emotion recognition using self-organizing map for boundary detection. In: 2010 20th International Conference on Pattern Recognition (ICPR 2010)
2010 The dynamic emotion recognition system based on functional connectivity of brain regions. In: 2010 IEEE Intelligent Vehicles Symposium, IV 2010
2010 Driver behavior analysis through speech emotion understanding. In: 2010 IEEE Intelligent Vehicles Symposium, IV 2010
2010 Understanding emotion: Cognitive science perspective . In: IIUM Research, Innovation & Invention Exhibition (IRIIE 2010)
2010 Driver identification and driver's emotion verification using KDE and MLP neural networks. In: 2010 International Conference on Information and Communication Technology for the Muslim World (ICT4M)
2010 Motor movement for autism spectrum disorder (ASD) detection. In: 3rd International Conference on Information and Communication Technology for the Moslem World: ICT Connecting Cultures, ICT4M 2010;
2010 المعجم العربي الملايوي الثنائي-بحث في المادة المعجمية (al-mu'jam al-arabi al-malayuwi al-thana'ie-bahth fi al-madah al-mu'jamiyyah). In: المؤتمر الدولي للغة العربية "اللغة العربية بين الانقراض والتطور ، تحديات وتوقعات" (al-Mu'tamar al-duwali lil-lughah "al-lughat al-'Arabiyah bayn al-inqirad wa al-tatawwur, tahaddiyat wa tawqi'at")
2010 أسباب انقراض الألفاظ العربية المقترضة في اللغة الملايوية (Asbab infiradh al-alfadh al-arabiyyah al-muqtaridhah fi al-lughah al-malayuwiyyah). In: المؤتمر الدولي للغة العربية "اللغة العربية بين الانقراض والتطور ، تحديات وتوقعات" (al-Mu'tamar al-duwali lil-lughah "al-lughat al-'Arabiyah bayn al-inqirad wa al-tatawwur, tahaddiyat wa tawqi'at")
2009 CMAC for speech emotion profiling. In: Proceedimgs of the Interspeech 2009 10th Annual Conference of the International Speech Communication Association
2009 Low cost softswitch using SIP protocol. In: 2009 First International Conference on Advances in Future Internet (AFIN 2009)
2009 Affective computation on EEG correlates of emotion from musical and vocal stimuli. In: The 2009 International Joint Conference on Neural Networks (IJCNN 2009)
2008 Fault tolerant hardware for high performance signal processing. In: The Fourth Advanced International Conference on Telecommunications AICT '08
2008 Speech emotion verification system (SEVS) based on MFCC for real time applications . In: 4th International Conference on Intelligent Environments, IE 08
2006 A modified generalized RBF model with EM-based learning algorithm for medical applications. In: Nineteenth IEEE International Symposium on Computer-Based Medical Systems
2006 Model reference adaptive control on glucose for the treatment of diabetes mellitus. In: 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS'06)
2003 Feature extraction for neural-fuzzy inference system. In: International Joint Conference on Neural Network (IJCNN 2003)
2001 CMAC spectral subtraction for speech enhancement. In: 6th International Symposium on Signal Processing and Its Applications (ISSPA 2001)
2000 Robust speech enhancement using amplitude spectral estimator. In: 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'00)
1999 Biometrics electronic purse. In: IEEE Region 10 Conference TENCON '99
1997 GPS decoder. In: 1997 IEEE International Symposium on Consumer Electronics
1997 Wireless pointing device using capacitive coupling. In: 1997 IEEE International Symposium on Consumer Electronics
1997 Intelligent dashboard with speech enhancement. In: 1997 International Conference on Information, Communications and Signal Processing (ICICS'97)
1997 A low-cost yet accurate approach to a vehicle location tracking system. In: 1997 International Conference on Information, Communications and Signal Processing (ICICS'97)
1996 Programmable DSP systems using FPGA. In: 1996 IEEE TENCON Digital Signal Processing Applications
1996 A VLSI median-select voter for fault tolerant signal processing applications. In: 1996 3rd International Conference on Signal Processing
1995 Integration of value-added audio playback capacity into computer network. In: IEEE Singapore International Conference on Networks/International Conference on Information Engineering 1995
1993 VHDL modeling and simulation of the back-propagation algorithm and its mapping to the RM. In: IEEE 1993 Custom Integrated Circuits Conference
1992 A family of reconfigurable neurocomputers for the "intelligent factory". In: IEEE International Workshop on Emerging Technologies and Factory Automation

Book

2017 Neurophysiological computational five-factor modeling of affect for analyzing human behavior. IIUM Press, International Islamic University Malaysia . ISBN 978-967-418-683-8
2017 Computational modeling of mood (CMOM) based on neurophysiological stimuli of affect. IIUM Press, International Islamic University Malaysia . ISBN 978-967-418-676-0
2017 A novel emotion profiling based on Cmac-based computational models of affects. IIUM Press, International Islamic University Malaysia . ISBN 978-967-418-681-4

Book Section

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) Switzerland . ISBN 978-3-319-13152-8 , pp.51-60
2014 Pre-and postaccident emotion analysis on driving behavior. In: Smart Mobile In-Vehicle Systems Springer New York . ISBN 978-1-4614-9119-4 (P), 978-1-4614-9120-0 (O) , pp.225-239
2012 Driver emotion profiling from speech. In: Digital signal processing for in-vehicle systems and safety Springer Science+Business Media . ISBN 978-1-4419-9606-0 (P), 978-1-4419-9607-7 (O) , pp.21-29
2011 EEG emotion recognition using features of Mel Frequency Cepstral Coefficients. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.58-76
2011 Emotion detection from brain signals based on musical and visual stimuli. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.77-93
2011 Understanding students’ emotion while solving mathematical questions using EEG signals. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.94-110
2011 Understanding stress by analyzing the brain when solving mathematical task. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.111-134
2011 Classification of EEG signals for understanding affective face processing impairment in autism. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.135-154
2011 Classification based on basic emotion. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.205-217
2011 Detection of autism spectrum disorder based on 2D Affective Space Model (ASM). In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.155-176
2011 Detection of Autism Spectrum Disorder (ASD) based on motor imitation. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.177-194
2011 Critical features among autistic children based on EEG for motor imitation: dynamic analysis approach. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.195-214
2011 Principle component analysis for detecting autism during motor movement. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.215-236
2011 Understanding human stress and depression with relation to cultural and language differences. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.237-251
2011 Understanding stress using EEG-VA approach. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.252-270
2011 Understanding driver behavior based on driver identification and driver’s emotion verification. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.271-302
2011 Understanding driver behavior according to brain signal and DASS 21 analysis. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.303-334
2011 Post accident analysis by using Valence Arousal Approach (VAA). In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.334-357
2011 Understanding driver behavior based on the relationship between pre-post accident and pre-cursor emotion. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.358-382
2011 Understanding long term memory effect towards driver’s pre-emotion by using EEG. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.383-403
2011 Basic emotions varification and identifiction using Gaussian Mixture Model (GMM) features extraction . In: An anthology of applied computer technologies IIUM Press . ISBN 978-967-418-106-2 , pp.219-232
2011 Basic emotions verification and identification using Gaussian Mixture Model (GMM) features extraction. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.219-232
2011 Analyzing driving behaviour using speech recognition through KDE and MLP. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.21-34
2011 Driver identification and driver's emotion verification using KDE and MLP neural networks. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.35-53
2011 Emotion speech recognition using KDE and MLP neural networks. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.55-67
2011 Brainwave study on the effect of music on perception. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.95-111
2011 A study using driving simulator to understand driver's perception a priori and post priori of accidents. In: An anthology of applied computer technologies IIUM Press . ISBN 9789674181062 , pp.125-141
2011 Viewing emotions from categorical and dimensional perspectives. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.1-13
2011 Emotion recognition based on EEG: brain waves. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.14-36
2011 Emotion recognition using EEG signals. In: Understanding brain developmental disorder based on EEG in soft computing approach IIUM Press . ISBN 9789674181116 , pp.37-57
2009 EEG emotion recognition system. In: In-vehicle corpus and signal processing for driver behavior Springer US . ISBN 978-0-387-79581-2 (P), 978-0-387-79582-9 (O) , pp.125-135
2007 Driver recognition system using FNN and statistical methods. In: Advances for in-vehicle and mobile systems Springer US . ISBN 978-0-387-33503-2 (P), 978-0-387-45976-9 (O) , pp.11-23
2005 Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement. In: DSP for in-vehicle and mobile systems Springer US . ISBN 978-0-387-22978-2 (P), 978-0-387-22979-9 (O) , pp.123-137