Curriculum Vitae

PERSONAL DETAILS

Dr Dini Oktarina Dwi Handayani


ADMINISTRATIVE DUTIES
(Role),(Level),(Duration)
  • School Research Committee, School of IT, Faculty Innovation and Technology, Taylor's University, 01/08/2018 to present
ACADEMIC QUALIFICATION
(Qualification),(Institution)
  • Doctor of Philosophy (Computer Science), INTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA, Malaysia
  • Master of Information Technology, INTERNATIONAL ISLAMIC UNIVERSITY MALAYSIA, Malaysia
  • Sarjana Teknik (ST) - Teknik Informatika, SEKOLAH TINGGI SAINS & TEKNOLOGI INDONESIA, BANDUNG, Indonesia
AREAS OF EXPERTISE
(Area)
  • Expert System (Machine Learning, Fuzzy logic)
  • Computational Linguistic (Natural Language Processing , Sentiment Analysis)
  • Cognitive Science (Affective Computing, Brain Computer Interaction)
RESEARCH INTEREST
(Research Area)
  • Brain Computer Interaction
  • Affective Computing
TEACHING
(Course Title),(Level of Study),(Institution),(Month/Year)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (03/2019)
  • Data Science Principle, Bachelor Degree, Taylor's University (03/2019)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (03/2019)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (08/2018)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (03/2018)
  • Principles of Software Engineering, Bachelor Degree, Taylor's University (01/2018)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (03/2018)
  • Artificial Intelligence, Bachelor Degree, Taylor's University (08/2018)
PUBLICATIONS
(Title of publication in APA style)
Book Chapter
2017
  • Dini Handayani, Abdul Wahab, Norhaslinda Kamaruddin, Hüseyin Abut Correlation of neurophysiological measurement of anxiety and driving behavior, Vehicle Systems and Driver Modelling: DSP, Human-to-vehicle interface, Driver Behavior, and Safety, 2017 Walter de Gruyter GmbH, Berlin/Boston
Article in Journals
2019
  • Yaacob, H., Omar, H., Handayani, D., & Hassan, R. (2019). Emotional Profiling Through Supervised Machine Learning of Interrupted Eeg Interpolation. International Journal of Advanced Computer Research (IJACR), 9. Retrieved from https://www.accentsjournals.org/PaperDirectory/Journal/IJACR/2019/7/6.pdf (SCOPUS-Indexed)
     
  • Xiaoxi, K., Handayani, D. O. D., Sukumaran, S., Hamzah, N., & Yacoob, H. (2019). Comparison of Brain Computer Interface (BCI) Devices based on Security and Privacy Implications. Secure Conf 2019.
  • Handayani, D. O. D. (2019). Predicting The Happiness Ranking of Countries Based on Macro Level Factors. International Journal of Electronic Commerce Studies, 10(1), 1–21. http://doi.org/10.7903/ijecs.XXXX
2016
  • DOD Handayani, A Rahman, A Wahab, HS Yaacob Evaluation of feature extraction and classification techniques for EEG-based subject identification, 2016, Jurnal Teknologi 78 (9-3), 41-48 (SCOPUS-Indexed)
2015
  • 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. (ISI-Indexed)
  • 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. (SCOPUS-Indexed)
  • 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 (SCOPUS-Indexed)
  • Dini Handayani, Abdul Wahab, Hamwira Yaacob Recognition of Emotions in Video Clips: The Self-Assessment Manikin Validation, 2015, TELKOMNIKA (Telecommunication Computing Electronics and Control), Vol. 13, Issue 4, Pg. 1343-1351 (SCOPUS-Indexed)
  • D Handayani, M Kartiwi Natural Language Question and Answer System on Semantic Health Website, 2015, International Journal on Perceptive and Cognitive Computing 1 (1)
2013
  • 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 (SCOPUS-Indexed)
Article in Proceeding
2019
  • Agastya, I. M. A., Handayani, D. O. D., & Mantoro, T. (2019). A Systematic Literature Review of Deep Learning Algorithm s for Personality Trait Recognition. In Proceedings - 2019 5th International Conference on Computing, Engineering, and Design, ICCED 2019.
2018
  • Handayani, D., Bakar, N. S. A. A., Yaacob, H., & Abuzaraida, M. A. (2018). Sentiment Analysis for Malay Language: Systematic Literature Review. 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 305–310. http://doi.org/10.1109/ICT4M.2018.00063 (SCOPUS-Indexed)
     
  • Bakar, N. S. A. A., Yaacob, H., Handayani, D., & Abuzaraida, M. A. (2018). Malay Online Virtual Integrated Corpus ( MOVIC ): A Systematic Review. 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 243–248. http://doi.org/10.1109/ICT4M.2018.00052 (SCOPUS-Indexed)
     
  • Rao, V. R. P., Puwakpitiyage, C. A. H., Shafiq, D. A., Islam, F., Handayani, D. O. D., Yacoob, H., & Mantoro, T. (2019). Design and development of facial recognitionbased library management system (FRLMS). Proceedings - 2018 4th International Conference on Computing, Engineering, and Design, ICCED 2018, 119–124. http://doi.org/10.1109/ICCED.2018.00032 (SCOPUS-Indexed)
     
  • Agastya, I. M. A., Setyanto, A., Kusrini, & Handayani, D. O. D. (2018). Convolutional Neural Network for Pornographic Images Classification. Fourth International Conference on Advances in Computing, Communication & Automation (ICACCA 2018), 1–5 (SCOPUS-Indexed)
     
  • Sophea PRUM, Dini Oktarina Dwi Handayani, Patrice Boursier Abnormal Cervical Cell Detection using HoG Descriptor and SVM Classifier, International Conference on Advances in Computing, Communication and Authorization , 26/10/2018 to 28/12/2018, Taylor's University
2015
  • Dini Handayani, Hamwira Yaacob, Abdul Wahab, Imad Fakhri Taha Alshaikli Statistical Approach for a Complex Emotion Recognition Based on EEG Features, Advanced Computer Science Applications and Technologies (ACSAT), 2015 (SCOPUS-Indexed)
  • Dini Handayani, Abdul Wahab, Norhaslinda Kamaruddin, Hüseyin Abut Understanding Driver Behavior Using Eeg Brain Waves And Depression Anxiety Stress Scales (Dass-21) Psychometric Analysis, The 7th Biennial Workshop on Digital Signal Processing for Vehicle Systems, October 14-16, 2015, Berkeley,CA (SCOPUS-Indexed)
  • Handayani, D.O.D., Sediono, W., Shah, A. Identification of vessel anomaly behavior using support vector machines and bayesian networks (2015) Proceedings - 5th International Conference on Computer and Communication Engineering: Emerging Technologies via Comp-Unication Convergence, ICCCE 2014, art. no. 7031651, pp. 258-261. (SCOPUS-Indexed)
2014
  • Handayani, D., Yaacob, H., Abdul Rahman, A.W., Sediono, W., Shah, A. Systematic review of computational modeling of mood and emotion , (2014) 2014 the 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2014, art. no. 7020611 (SCOPUS-Indexed)
2013
  • Handayani, D.O.D., Sediono, W., Shah, A. Anomaly detection in vessel tracking using support vector machines (SVMs), (2014) Proceedings - 2013 International Conference on Advanced Computer Science Applications and Technologies, ACSAT 2013, art. no. 6836578, pp. 213-217. (SCOPUS-Indexed)
2012
  • Handayani, D.O.D., Sediono, W., Shah, A. Design and development of the FMCW Radar Scene Generator, (2012) ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications, art. no. 6496667, pp. 39-44. (SCOPUS-Indexed)
2010
  • Handayani, D., Kartiwi, M., Hakiem, S. An implementation of natural language processing on ontology-based electronic health website: A case of Female-related diseases domain , (2010) Proceeding of the 3rd International Conference on Information and Communication Technology for the Moslem World: ICT Connecting Cultures, ICT4M 2010, art. no. 5971916, pp. E61-E66. (SCOPUS-Indexed)
  • Handayani, D., Abdullah, R.B., Abdulgani, M.A., Dahlan, A.R.B.A. Critical success factors for IS project implementation in Malaysian institutions of higher learning , (2010) Proceeding of the 3rd International Conference on Information and Communication Technology for the Moslem World: ICT Connecting Cultures, ICT4M 2010, art. no. 5971912, pp. E40-E47. (SCOPUS-Indexed)
RESEARCH PROJECT
(Project title),(Role),(Duration),(Level)
  • Profiling of Pornography Addiction among Children using Neuro-Physiological Computational Model (NCM), Project Leader, 2019 to 2021 (National)
  • A framework for automated cancer cells detection using computer vision and deep learning algorithms, Co-researcher, 2019 to 2022 (National)
  • A framework for automated cancer cells detection using computer vision and deep learning algorithms, Co-researcher, 2019 to 2022 (National)
  • Development of a Framework for Neurofeedback Attention Training , Project Leader, 2018 to 2019 (Taylor's University)
  • Development of Malay Online Virtual Integrated Corpus (MOVIC) for Sentiment Analysis using Web-scraping, Co-researcher, 2017 to 2019 (Private)
SUPERVISION
(Title of Thesis),(Name of Candidates),(Academic Level),(Role)
ONGOING
  • Kang Xiaoxi, Master by Research  (Main Supervisor)
  • LIM PUI VOON  (Main Supervisor)
  • ALA AHMED YAHYA HAG  (Main Supervisor)
  • ESHRAK ABDULQADER ALI  (Main Supervisor)
PRESENTATION
(Title),(Event),(Date Presented),(Organiser),(Level)
ORAL PRESENTER
  • A Systematic Literature Review of Deep Learning Algorithms for Personality Trait Recognition, 5th International Conference On Computing Engineering And Design, 11/04/2019 to 13/04/2019, Nusa Putra University, Indonesia (International)
  • Convolutional Neural Network for Pornographic Images Classification, Fourth International Conference on Advances in Computing, Communication & Automation, 26/10/2018 (International)
  • Design and Development of Facial Recognition based Library Management System (FRLMS), 4th ICCED 2018 Conference, 06/09/2018 to 08/09/2018, Nusa Putra University (International)
  • Malay Online Virtual Integrated Corpus (MOVIC): A Systematic Review, International Conference on Information and Communication Technology for The Muslim World, ICT4M 2018, 23/07/2018 to 25/07/2018, International Islamic University Malaysia (International)
  • Sentiment Analysis for Malay Language:Systematic Literature Review, International Conference on Information and Communication Technology for The Muslim World, ICT4M 2018 , 23/07/2018 to 25/07/2018, International Islamic University Malaysia (International)
  • Understanding Driver Behavior Using Eeg Brain Waves And Depression Anxiety Stress Scales (Dass-21) Psychometric Analysis, The 7th Biennial Workshop on Digital Signal Processing for Vehicle Systems, The 7th Biennial Workshop on Digital Signal Processing for Vehicle Systems, 14/10/2015 to 16/10/2015, University of Texas at Dallas (International)
  • Statistical Approach for a Complex Emotion Recognition Based on EEG Features, Advanced Computer Science Applications and Technologies (ACSAT), 08/10/2015 to 09/10/2015, Design for Scientific Renaissance (International)
  • Systematic review of computational modeling of mood and emotion, 2014 the 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2014, 17/11/2014 to 19/11/2014, International Islamic University Malaysia (International)
  • Identification of vessel anomaly behavior using support vector machines and bayesian networks, International Conference on Computer and Communication Engineering: Emerging Technologies via Comp-Unication Convergence, ICCCE 2014, 23/09/2014 to 25/09/2014, International Islamic University Malaysia (International)
  • Anomaly detection in vessel tracking using support vector machines (SVMs), International Conference on Advanced Computer Science Applications and Technologies, 22/12/2013 to 24/12/2013, Design for Scientific Renaissance (International)
  • Design and development of the FMCW Radar Scene Generator, 2012 IEEE Symposium on Industrial Electronics and Applications, 23/09/2012 to 25/09/2012, Universiti Teknologi MARA (International)
  • An implementation of natural language processing on ontology-based electronic health website: A case of Female-related diseases domain, Proceeding of the 3rd International Conference on Information and Communication Technology for the Moslem World: ICT Connecting Cultures, ICT4M 2010, 13/12/2010 to 15/12/2010, International Islamic University Malaysia (International)
  • Critical success factors for IS project implementation in Malaysian institutions of higher learning, Proceeding of the 3rd International Conference on Information and Communication Technology for the Moslem World: ICT Connecting Cultures, ICT4M 2010, 13/09/2010 to 15/09/2010, International Islamic University Malaysia (International)
EXPERT LINKAGES
(Linkages Description),(Organisation),(Duration of Involvement),(Level)
  • Invitation to be Speaker at INHART's Seminar Series 2/2019, International Institute for Halal Research and Training (INHART), International Islamic University Malaysia (IIUM), 27/03/2019 to 27/03/2019 (International)
ACADEMIC/TECHNICAL CONTRIBUTION
(Activity),(Organisation),(Duration),(Role)
  • Reviewer, eEditorial Discovery, 2019 to 2019
  • Technical Program Committee, CITSM 2019, 2019 to 2019 (Committee Member)
  • The 4th International Conference on Computing, Mathematics and Statistics (ICMS 2019), UiTM, 2019 to 2019 (Technical Paper Reviewer)
  • 5th International Conference On Computing Engineering And Design (ICCED 2019), Nusa Putra University, Indonesia, 2019 to 2019 (Program Co-Chairs)
  • International Conference on Advancement in Data Science, E-Learning and Information Systems 2019 (ICADEIS 2019), Telkom University, 2019 to 2019 (Reviewer)
  • University of Sindh Journal of ICT Editor , University of Sindh, 2018 to 2019 (Reviewer)
  • The 6th International Conference on Information Technology for Cyber and IT Service Management (CITSM 2018), Universitas Potensi Utama, 2018 to 2018 (Reviewer)
  • International Conference on Information & Communication Technology for The Muslim World (ICT4M 2018), International Islamic University Malaysia, 2018 to 2018 (Reviewer)
  • International Conference on Advancement in Computing, Communication and Automation (ICACCA 2018), Taylor's University, 2018 to 2018 (Committee Member)
  • International Conference on Advancement in Computing, Data Science, E-Learning and Information Systems (ICCED 2018), Nusa Putra University, 2018 to 2018 (Committee Member)