Supervision

I am looking for postgraduate and undergraduate students to be involved in numerous projects.

Please contact me at nurfadhlina[at]upm.edu.my for further discussion.


I am currently supervising the following students:

  1. Nurkhairizan Khairudin, Deep Attention Model For Multi-Criteria Recommendation System (PhD)

  2. Ana Salwa Shafie, Aspect-oriented Sentiment Summarization Engine (PhD)

  3. Muath al-Ali, Multi-Tasking based Deep Learning for Arabic Sentiment Analysis (PhD)

  4. Hashimah Mat Sejani, Deep Reinforcement Learning based Network Digital Twin (PhD)

  5. Mohd Azhan, Competency-based Readiness Framework for Learning Analytic Acceptance in Malaysia (MSc)


I am currently co-supervising the following student:

  1. Harnani Binti Mat Zin, Explicit-based Sentiment Analysis (PhD)

  2. Divager Balasubramaniyan, Diabetic Disease prediction with Interpretable Neural Network (PhD)

  3. Ahairul Afza Abdul Wahab, Data Analytics for Diabetes Prediction (PhD)

  4. Al Shahad Huda Fawzi Abd Wahab, Deep Learning for Diagnosing and Classification of Thyroid Cancer (PhD)

  5. Maher Talal Alasaady, Diabetes Diagnosis Using Neuro-Fuzzy Technique (PhD)

  6. Modi Salisu, A Hybrid Approach of Multi-Task Learning and Interactive Learning for Adverse Drug Events Extraction from Clinical Notes (PhD)


Congratulations to my graduated students:

  1. Kulothunkan Palasundram, Auxiliary-based extension of multi-tasking sequence-to-sequence model for chatbot answers (PhD)

  2. Ee Yeo Keat, Multi-Objective Recurrent Deep Q-Learning for Recommendation System (MSc)

  3. Batool Alwatben, Multi-objective Clustering Algorithm using Particle Swarm Optimization with Crowding Distance (PhD)

  4. Rawia Tahrir, Many Objective Optimization Algorithm (PhD)

  5. Morteza Morghani Moghaddam, Trust-based Recommendation System (PhD)

  6. Somayeh Shojaee, Spam and Spammer Classification (PhD)

  7. Khaled Ali, Rough Clustering Method to Improve Web Page Recommendation (PhD)

  8. Hazrina Sofian, Self-Adaptive based Translation Engine for Natural Language to SPARQL (PhD)

  9. Esmail Hadi, Temporal-based Method for Improved Personal Recommendation System (PhD)

  10. Sepideh Foroozan, Hybrid Kernel and Sentiment Analysis Methods for Accurate Stock Anticipation in Financial News (PhD)

  11. Musaab Riyadh Abdul Razzaq, An Efficient Incremental Clustering for Trajectory of Free Moving Objects based on Clusters Life (PhD)

  12. Aliyu Elwa, Natural Language Interface for Quran Ontology (PhD)

  13. Hani A.K. Ihlayyel, An Effective Framework For Stock Price Prediction Based On Financial News Using Dynamic Adaptive Context Search Strategy And Statistical Measures (PhD)

  14. Samaneh Nadali, Sarcasm Detection based on Hastag Classification (PhD)

  15. Aafaq Zahid, Effect of Normalization in Improving Accuracy of Recommender Systems, (MSc)

  16. Ali Marstawi, Ontology-Based Sentiment Analysis and Summarization for Product Reviews , (Master of Computer Science)

  17. Ahmad Mohammed, Stylometric Model to Oath and Oath-like Expressions (PhD)

  18. Rizwan Iqbal, Human-Centered Design-based Ontology Engineering Method (PhD)

  19. Rozilah Rasalay@Rosli, A Hybrid-Based Features Representation Model For Product Review Sentiment Classification (Master of Computer Science)

  20. Nurdhiya Hazwani Binti Helmee, Opinion Oriented Information Seeking System (Master of Computer Science)

  21. Fartash Haghani, Content-based Analysis Method for Sentiment Scoring in Microblogging Mining , (Master of Computer Science)

  22. Syarinaz binti Md Halid, Personalized Recommendation of Tourism Spots using Case-Based Reasoning Technique, (Master of Computer Science)

  23. Rasyidah Azis, Gender Identification for Forensics Analysis, (Master of Computer Science)

  24. Asmera Mat Adam, Hybrid-based Framework for Collaborative Employment Recommendation (MSc)


I had the pleasure of working with these researchers in various projects:

Mohammad Yasser Shafazand, Reputation Meter

Mahda Noura, Temporal Abstraction

Kashef Al Ghetaa Sarah Qahtan M Salih, Conversational Recommender System


Vacancy for Postgraduate Students

I'm looking for suitable candidates to pursue final year project and postgraduate study under my supervision, preferably those who have experience and want to endeavor the following fields:

· semantic web

· sentiment analysis

· text mining

· intelligent decision making

· knowledge engineering

· predictive analytic

· natural language processing

· temporal abstraction

· clinical pathway mining

· prognostic factor identification

and other related ideas in intelligent computing…