Nooraini Yusoff

Nooraini Yusoff

Assoc. Professor Dr. Nooraini Yusoff

Institution

Faculty of Bioengineering and Technology, Universiti Malaysia Kelantan, Malaysia

Area of Research/Interest

Neural Networks, Cognitive Modelling and Simulations, Intelligent Systems, Big Data &
Predictive Analytics

Education

2012
S3 (Doctor) Computing – Neural Network, University of Surrey, UK
2003
S2 (Master) Intelligent Systems, Universiti Utara Malaysia, MY
2001
S1 (Bachelor) Information Technology (AI), Universiti Utara Malaysia, MY

Research Experience

2019
Echo State Network With Dynamic Reservoir Computing For Time Series Forecasting In Cyber Intrusion (Fundamental Research Grant Scheme)
2018
Meta-Heuristic Search Based Test Data Generation Method For Dynamic-Functional Testing In Automatic Programming Assessment (Fundamental Research Grant Scheme)
2017
Modulated Spike-time Dependent Plasticity (STDP) Algorithm for Spatio-temporal Motion Prediction in Fish (Fundamental Research Grant Scheme)
2016
Bat Algorithm for Complex Event Pattern Detection in Sentiment Analysis Fundamental Research Grant Scheme)
2013
Kajian Persepsi Pelajar Terhadap Perkhidmatan yang Ditawarkan Di Universiti Utara Malaysia (University Special Grant 2014 - RM17,000 - Completed)
2012
Flood Management – Impact Reduction and Relief: Decision Models For Flood Disaster Early Warning And Risk Reduction (Long-term Research Grant Scheme)
2012
A New Semi-Supervised Algorithm In Spatio-Temporal Neural Networks For Sequence Of Events Detection (Research Acculturation Grant Scheme)
2012
Modelling and Simulation of Retrospective and Prospective Activity in the Brain (University Grant)
2012
A Neural Network Model for Rice Grading (University Grant)
2012
Semantics-based Approach for Malay-English Automated Machine Translation (Fundamental Research Grant Schem)
2006
Web-based Program Forecasting Model for SPM Certificate Holders Using Neural Network (University Grant)
-
Neuro-Expert for Automatic UPU’s Applications Processing and Advisory Services (under National Intensification of Research in Priority Areas project - IRPA, funded by The Ministry of Science, Technology & Innovation)
-
Automated Test Data Generation for Assessing Correctness of Java (Fundamental Research Grant Scheme)
-
Deploying Artificial Intelligence Techniques with Web Portal (University Grant)

Publication

Journals
2019
Ayodele, O.O. & Yusoff, N. (2019). Explainable Deep Learning: Methods and Challenges. Journal of Advanced Research in Dynamical and Control Systems,11(8 Special Issue), 1186-1205. (Scopus)
2019
Ismadi, W.H.A & Yusoff, N. (2019). Personnel Selection using Fuzzy Logic. Journal of Advanced Research in Dynamical and Control Systems,11 (8 Special Issue), 1180-1185. (Scopus)
2019
Musa, J., Romli, R., & Yusoff, N. An Analysis on The Applicability of Meta-Heuristic Searching Techniques for Automated Test Data Generation in Automatic Programming Assessment. Baghdad Science Journal, 16(2), 515-533. (Scopus)
2019
Yusoff, N., & Alamro, L. Implementation of Feature Extraction Algorithms for Image Tampering. International Journal of Advanced Computer Research. (Scopus) -- Accepted
2019
ChePa, Yusoff, N., & Ahmad, N. (2019). Exploring the determinants for grading Malaysian rice. International Journal of Innovative Technology and Exploring Engineering, 8(5s), 199-203. (Scopus)
2018
Sahazudin, F., Yusoff, N., & Siraj, F. (2018). Fuzzy Logic Controller for Roof Sprinkler Cooling System, Journal of Mathematics and Computing Science, 2(1), 34-45. – Best Paper Award
2018
ChePa, Yusoff, N., & Ahmad, N. (2018). Designing a neural network model in grading Malaysian rice. International Journal of Engineering and Technology(UAE), 7(3.20 Special Issue 20), 790-793. (Scopus)
2018
Abdul-Sahib, A., K., & Yusoff, N. (2018). The Comparison of MFCC and LPC Methods for Arabic Speech Recognition using Genetic Algorithm. Journal of Advanced Research in Dynamical & Control Systems, 10(09-Special Issue), 2689-2697. (Scopus)
2018
Yusoff, N., Fadhil-Ibrahim, M., Husni, H., & Ab Aziz, A. (2018). Biometric Feature Extraction and Encoding for Face-Voice Association Learning using Spiking Neural Network. International Journal of Imaging and Robotics, 18(2), 13-25.
2018
Ahmad, F.K., Yusof, Y., & Yusoff, N. (2018). Filter-based gene selection method for tissues classification on large scale gene expression data. International Journal of Engineering and Technology(UAE), 7 (2), 68-71. (Scopus)
2018
Yusoff, N., & Fadhil-Ibrahim, M. (2018). Spatio-temporal Events Association using Reward Modulated Spike-time Dependent Plasticity. Information Sciences, 451-452, 143-160. (ISI/Scopus, Q1, IF 4.378)
2018
Ahmad Azami, N. I., Yusoff, N., & Ku-Mahamud, K. R. (2018). Fuzzy Discretization Technique for Bayesian Flood Disaster Model. Journal of Information and Communication Technology, 18(2), 167-189. (Q2,Scopus) -- – Best Paper Award
2017
Yusoff, N., Jemili, M. F., & Yusof, Y. (2017). Fish Motion Encoding in Learning with Spiking Neural Network. International Journal of Advances in Soft Computing and Its Applications, 9(3), 160-174. (Scopus)
2017
Alamro, L., & Yusoff, N. (2017). Copy-Move Forgery Detection using Integrated DWT and SURF. Journal of Telecommunication Electronic and Computer Engineering, 9(1-2), 67-71. (Scopus)
2017
Ahmad Azami, N. I., Yusoff, N., & Ku-Mahamud, K. R. (2017). Data Acquisition and Discretization for Flood Correlation Model. Journal of Theoretical and Applied Information Technology, 95(4), 879-889. (Scopus)
2016
Yusoff, N., Jamaludin, Z., & Yusoff, M. H. (2016). Semantic-based Malay-English Translation using N-Gram Model. Journal of Telecommunication Electronic and Computer Engineering, 8(10), 117-123. (Scopus)
2016
Ab Aziz, A., Ahmad, F., Yusoff, N., Kabir Ahmad, F., & Mohd Yusof, S. A. (2016). Formal Analysis of Temporal Dynamics Properties in Anxiety States and Traits. Journal of Telecommunication Electronic and Computer Engineering, 8(8), 133-138. (Scopus)
2015
Al_Duais, M.  S., Yaakub, A.R., Yusoff, N., & Ahmad, F.  (2015).  A Novel Strategy to Speed up Training for Backpropagation Algorithm via Dynamic Adaptive the Weight Training in Artificial Neural Network. Research Journal of Applied Sciences, Engineering and Technology, 9(3), 189 – 200. (Scopus)
2015
Yusoff, N., Kabir Ahmad, F., ChePa,  N.,  &  Ab Aziz, A. (2015). Learning Stimulus-stimulus Association in Spatio-temporal Neural Networks. (2015). Jurnal Teknologi: Technology & Operation Management, 77(5), 101 - 112. (Scopus)
Seminar/Conference/Symposium/Workshop
2015, 2017
The 5th International Conference on Computing and Informatics
2013
The 13th Intelligent Systems Design and Applications
2012
The 2012 International Symposium on Robotics and Intelligent Sensors 
2012
The 19th International Conference on Neural Information Processing
2010
The 20th International Conference on Artificial Neural Networks