الباحثين

الباحثين

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z


Hamwira Sakti Bin Yaacob
Assistant Professor

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Staff Details

  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Machine Learning
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Neural, Evolutionary and Fuzzy Computation
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Soft Computing
BRAIN COMPUTATIONAL ANALYTICS 2023/2024
DATA STRUCTURE & ALGORITHM 2015/2016
DATA STRUCTURES AND ALGORITHMS I 2016/2017 2017/2018 2018/2019 2022/2023 2023/2024
DISCRETE MATHEMATICS 2014/2015 2015/2016
FINAL YEAR PROJECT 2017/2018 2018/2019
FINAL YEAR PROJECT I 2017/2018 2018/2019 2019/2020 2020/2021 2021/2022
FINAL YEAR PROJECT II 2018/2019 2019/2020 2020/2021 2021/2022
INDUSTRIAL ATTACHMENT 2006/2007 2014/2015 2015/2016 2016/2017 2017/2018
INTRODUCTION TO AFFECTIVE COMPUTING 2018/2019
JAVA PROGRAMMING 2006/2007 2007/2008 2008/2009
MATHEMATICS FOR COMPUTING 2006/2007
MATHEMATICS FOR COMPUTING I 2015/2016 2016/2017 2018/2019 2019/2020 2020/2021 2021/2022 2022/2023 2023/2024
PRACTICAL TRAINING 2007/2008
In Progress
2021 - Present A Framework for Personalized Mental Fatigue Intervention through Brain Computer Interface (BCI)
2021 - Present Flagship proposal on Sustainable Social Bank (SSB)
2020 - Present Extraction of Real-time Features for Mental Fatigue Detection During Virtual Learning Activities through Brain Computer Interface (BCI)
2020 - Present Extraction of Real-time Features for Mental Fatigue Detection During Virtual Learning Activities through Brain Computer Interface (BCI)
2019 - Present Analysis of Video Game Design Styles on Learning Aptitude Using EEG
2019 - Present Analysis of Video Game Design Styles on Learning Aptitude Using EEG
Completed
2017 - 2020 Development of Malay Online Virtual Integrated Corpus (MOVIC) for Sentiment Analysis using Web-scraping
2017 - 2020 Development of Malay Online Virtual Integrated Corpus (MOVIC) for Sentiment Analysis using Web-scraping
2016 - 2020 Identifying and Profiling children with Learning disabilities using Algorithmic Computational Neuro-Physiological (CNP) Model
2014 - 2020 Brain Inspired Computational Modelling of Tugboat Master based on User Experience and Situation Awareness
2014 - 2018 Neuro-Navigational Computational Model of Affect for Profiling Maritime Pilot
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 Visualization of Emotional Dynamic on Brain Topology using Neural Inspired Computational Model
2013 - 2016 Visualization of Emotional Dynamic on Brain Topology using Neural Inspired Computational Model
2013 - 2016 A Swarm Cognition Inspired Model for the Unsupervised Learning of Morphology
2007 - 2009 IIUM IT Graduates Employment Status, Perception of Undergraduate Academic Programmes & Technical Skill Requirements for IT Graduates
2007 - 2009 IIUM IT Graduates Employment Status, Perception of Undergraduate Academic Programmes & Technical Skill Requirements for IT Graduates
Article
2021 A systematic literature review on emotional text for Malay corpus. International Journal on Perceptive and Cognitive Computing , 7 (1) pp.132-136
2021 Traces of the brain's learning potential present within “uneducational” video games. IOP Conf. Series: Materials Science and Engineering , 1077 (1)
2021 Comparison between Butterworth Bandpass and Stationary Wavelet Transform Filter for electroencephalography signal. IOP Conference Series: Materials Science and Engineering , 1077 (1)
2021 Development of Unified Neuro-Affective Classification Tool (UNACT). IOP Conference Series: Materials Science and Engineering , 1077 (1)
2021 EEG neurofeedback training among adult with attention deficit: a review article. IOP Conference Series: Materials Science and Engineering , 1077 (1) pp.1-11
2019 Emotional profiling through supervised machine learning of interrupted EEG interpolation. International Journal of Advanced Computer Research , 9 (43) pp.242-251
2019 Emotion recognition using electroencephalogram signal. Indonesian Journal of Electrical Engineering and Computer Science , 15 (2) pp.786-793
2019 EEG based biometric identification using correlation and MLPNN models. International Journal of Online and Biomedical Engineering , 15 (10) pp.77-90
2017 Affective state classification through CMAC-based model of affects (CCMA) using SVM. Advanced Science Letters , 23 (11) pp.11369-11373
2017 Investment decisions based on EEG emotion recognition. Advanced Science Letters , 23 (11) pp.11345-11349
2017 Perceiving stress on affective state based on features from EEG. International Journal on Perceptive and Cognitive Computing (IJPCC) , 3 (2) pp.7-14
2016 Evaluation of feature extraction and classification techniques for EEG-based subject identification. Jurnal Teknologi , 78 (9) pp.41-48
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 Computational modeling of mood from sequence of emotions. Advanced Science Letters , 21 (10) pp.2997-3001
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

Conference or Workshop Item

2019 Design and development of facial recognitionbased library management system (FRLMS). In: "4th International Conference on Computing, Engineering, and Design, ICCED 2018"
2018 Sentiment analysis for Malay language: systematic literature review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M)
2018 Malay Online Virtual Integrated Corpus (MOVIC): a systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M)
2018 Malay online virtual integrated corpus (MOVIC): A systematic review. In: 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M)
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 EEG-based emotion recognition in the investment activities. 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)
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 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 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 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)
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)
2013 Extracting features using computational cerebellar model for emotion classification. In: 2013 International Conference on Advanced Computer Science Applications and Technologies (ACSAT)
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 Brain Topographic Mapping of Emotions using Computational Cerebellum. In: The Tenth International Conference on Electronics Computer and Computation (ICECCO 2013)
2012 Two dimensional affective state distribution of the brain under emotion stimuli. 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)

Book

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
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 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