A
PROFILE
UPM's Staff Profile
DR. NOR AZURA BINTI HUSIN
SENIOR LECTURER
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
n_azura@upm.edu.my
UPM WEBSITE
PROFILE
n_azura
BM
EN

PROFESSIONAL

NAME :
(Dr.) NOR AZURA BINTI HUSIN
POST :
SENIOR LECTURER
ENTITY :
Faculty of Computer Science and Information Technology

DOWNLOAD CURRICULUM VITAE (PDF)
FIELD OF SUPERVISION
DATA SCIENCE / INFORMATION SYSTEMS / INTELLIGENT SYSTEMS / PEST MANAGEMENT
EDUCATION
PHD
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2014
MASTER SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI, JOHOR
Graduated : 2009
BACELOR SAINS KOMPUTER
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2004
DIPLOMA SAINS KOMPUTER
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2001
BOOK PUBLICATION
1. COMPUTER SCIENCE FOR SMART AGRICULTURE, EDUCATION, MEDICAL AND RELEVANT FIELDS: PERSPECTIVE FROM INDONESIA AND MALAYSIA
    ISPN: 9786231114563
JOURNAL PUBLICATION
1. Hybridization of Genetic Algorithm and Neural network on Predicting Dengue Outbreak
    Journal type: Non Citation-Indexed
2. Performance of Hybrid GANN in Comparison with Other Standalone Models on Dengue Outbreak Prediction
    Journal type: Citation-Indexed - Scopus
3. Fuzzy Rules Base System for Early Self-Diagnosis of Dengue Symptoms
    Journal type: Citation-Indexed Journal - ERA
4. Fuzzy Rules Based System for Early Self-Diagnosis of Dengue Symptoms
    Journal type: Citation-Indexed - Scopus
5. Towards a Multimodal Analysis to Predict Mental Illness in RTweeter Platform
    Journal type: Citation-Indexed - Scopus
6. Flock Optimization Algorithm-Based Deep Learning Model for Diabetic Disease Detection Improvement
    Journal type: Citation-Indexed - Scopus
7. Layer Selection on Residual Network for Feature Extraction of Pap Smear Images
    Journal type: Citation-Indexed - Scopus
8. Utilizing machine learning technique for emotion learning and aiding mental health issues
    Journal type: Non Citation-Indexed
9. Classification of Brain Tumors: Using Deep Transfer Learning
    Journal type: Citation-Indexed - Scopus
10. ROME: A Graph Contrastive Multi-view Framework from Hyperbolic Angular Space for MOOCs Recommendation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
11. Enhancing NoC-Based MPSoC Performance A Predictive Approach With ANN and Guaranteed Convergence Arithmetic Optimization Algorithm
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
12. iRICE Decision Support System: Time-Series Forecasting Model for the Risk Management System
    Journal type: Citation-Indexed - Scopus
13. Routing Techniques in Network-On-Chip Based Multiprocessor-System-on-Chip for IOT: A Systematic Review
    Journal type: Citation-Indexed - Scopus
14. A Hybrid Personalized Text Simplification Framework Leveraging the Deep Learning-based Transformer Model for Dyslexic Students
    Journal type: Citation-Indexed - Scopus
15. Object-Oriented Online Course Recommendation Systems Based on Deep Neural Networks
    Journal type: Citation-Indexed - Scopus
16. The weight fuzzy judgment method for the benchmarking sustainability of oil companies
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. SMOTE-2DCNN FOR ENHANCING SPEECH EMOTION RECOGNITION
    Journal type: Citation-Indexed - Scopus
18. Z-cloud Rough Fuzzy-Based PIPRECIA and CoCoSo Integration to Assess Agriculture Decision Support Tools
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
EDUCATIONAL BACKGROUND
2013
PhD. (Artificial Intelligent), Universiti Putra Malaysia
2008
Master of Computer Science (Artificial Intelligence), Universiti Teknologi Malaysia
2004
Bachelor of Computer Science, Universiti Putra Malaysia
2000
Diploma in Computer Science, Universiti Putra Malaysia
WORKING EXPERIENCE
Senior Lecture at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia (Mac 2014 - current)
Tutor at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia (2013 - 2005)
Software Engineer at Geniursoft Sdn. Bhd. (2004-2005)
AWARD AND ACHIEVEMENT
2014
MIMOS Prestigious Award (MPA) 2014
(Best Thesis)
RESEARCH AREA
Data Mining
Outbreak Detection
Computational Intelligence
Prediction Model
PUBLICATION
2025
Z-cloud Rough Fuzzy-Based PIPRECIA and CoCoSo Integration to Assess Agriculture Decision Support Tools
2024
A Hybrid Personalized Text Simplification Framework Leveraging the Deep Learning-based Transformer Model for Dyslexic Students
2024
The weight fuzzy judgment method for the benchmarking sustainability of oil companies
2024
Object-Oriented Online Course Recommendation Systems Based on Deep Neural Networks
2024
Routing Techniques in Network-On-Chip Based Multiprocessor-System-on-Chip for IOT: A Systematic Review
2024
SMOTE-2DCNN FOR ENHANCING SPEECH EMOTION RECOGNITION
2024
iRICE Decision Support System: Time-Series Forecasting Model for the Risk Management System
2023
Enhancing NoC-Based MPSoC Performance A Predictive Approach With ANN and Guaranteed Convergence Arithmetic Optimization Algorithm
2023
Flock optimization induced deep learning for improved diabetes disease classification
2023
ROME: A Graph Contrastive Multi-view Framework from Hyperbolic Angular Space for MOOCs Recommendation
2023
A systematic literature review of fuzzy-weighted zero-inconsistency and fuzzy-decision-by-opinion-score-methods: assessment of the past to inform the future
2023
Evaluation of the Routing Algorithms for NoC-Based MPSoC: A Fuzzy Multi-Criteria Decision-Making Approach
2022
Classification of Brain Tumors: Using Deep Transfer Learning
2019
Towards a Multimodal Analysis to Predict Mental Illness in RTweeter Platform
2018
Fuzzy Rules Based System for Early Self-Diagnosis of Dengue Symptoms
2018
Fuzzy Rules Base System for Early Self-Diagnosis of Dengue Symptoms
2016
Performance of Hybrid GANN in Comparison with Other Standalone Models on Dengue Outbreak Prediction