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Shuzlina Abdul Rahman (Assoc. Prof.)(Dr.)

 

 

PHONE

03-55211248

 

EMAIL

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WEB SITE

 

 

LOCATION

T2-28

 

ACADEMIC POSITION

Assoc. Prof.

 

ACADEMIC QUALIFICATION

  • PhD. UKM, 2012, Multivariate Filters with Particle Swarm Optimisation Variants for Feature Selection
  • MSc.IT UUM, 2000, Neural Networks in Anaemia Classification
  • BSc. Comp.Sc. Universiti Sains Malaysia, 1996
 

EXPERTISE

  • Computational Intelligence, Data Mining & Optimization, Intelligent Data Analytics
 

ADMINISTRATION

  • Chair(2), CS243 Bachelor of Information Technology (Intelligent Systems Engineering) (2017-2018)
  • Head, Intelligent Systems, Research Intensive Group (2015- present)
 

WORKING EXPERIENCE

  • Senior Lecturer, Universiti Teknologi MARA, Shah Alam, Selangor, Malaysia (2004-2016)
  • Lecturer, Universiti Utara Malaysia, Sintok, Kedah, Malaysia (2000-2004)
  • System Analyst, Mediquip Pty. Ltd., Kangar, Perlis, Malaysia (1996-1998)
 

TEACHING EXPERIENCE

Final Year Project (2015-2017), Data Mining (2011-2015), Intelligent Systems Project Proposal (2011-2013), Advanced Decision Support Systems (2011-2013), Decision Support Systems (2012), Business Intelligence (2013), Intelligent Systems Development (2004-2007), Intelligent System Project (2005-2007), Advanced Knowledge Management (2005-2006), Managing IT Project (2005), Neural Networks (2001-2004), Operating Systems (2003), Knowledge-based Systems (2003-2004), Artificial Intelligence (2002-2003), Discrete Mathematics (2002-2003), Management of Mathematics (2001-2002), Analysis Systems (2000-2001)

 

RESEARCH EXPERIENCE

  • 2016-2018, Context Enrichment Approach for Sentiment Analysis, 600-RMI/DANA/ 5/3/LESTARI), RM20,00 – In Progress
  • 2015-2018, Intelligent Systems in Detecting Paddy Diseases, 600-RMI/DANA 5/3/REI (19/2015). RM32,000 – In Progress
  • 2013-2016, A Novel Row-Based Enumeration Algorithm In Optimizing Frequent Patterns. FRGS RM72,000, 600-RMI/FRGS 5/3/PSI (156/2013) – Completed
  • 2013-2014, A Novel Row-Based Enumeration Algorithm In Optimizing Frequent Patterns: Part II. DANA PSI, UiTM RM60,000, 600-RMI/DANA 5/3/PSI (65/2013) - Completed
  • 2012-2013, Rule Mining for Genetic Variants, 600-RMI/DANA 5/3/RIF (556/2012), Dana RM32,00.00 - Completed
  • 2012-2013, Rule Discovery of Single Nucleotide Polymorphism, 600-RMI/DANA 5/3/RIF (495/2012), Dana RM32,00.00 - Completed
  • 2012-2013, Exploiting Evolutionary Computational Methods in Dynamic Evacuation Routing Problem, 600-RMI/DANA 5/3/RIF (555/2012), Dana RM32,00.00 - Completed
  • 2012-2013, The Development of New Method of Text Categorization, 600-RMI/DANA 5/3/RIF (624/2012), Dana RM32,00.00 - Completed
  • 2010-2010, ICU Medical Data Modeling – Completed
  • 2006-2008, Intelligent Graphology (I-Graphology) – Completed
  • 2007-2009, Graphology Recognition Using Neural Network Technique – Completed
  • 2005-2006, Framework Development in Extracting Rules from Trained Neural Network – Completed
  • 2004-2005, Inventory System Using PDAs and Bar Code Technology– Completed
  • 2002-2003, Development of Receiver and Donor Blood System, MALAYSIA – Completed
  • 2002-2003, APPS: The Informative Agent Prototype – Completed
  PROFESSIONAL ACTIVITY

REVIEWER

   
  • Reviewer for Malaysian Journal of Computing (2014-now)
  • Reviewer for Journal of ICT, UUM (2012-2016)
  • Reviewer for International Journal of Computer Information Systems and Industrial Management, MIR Labs (2016)
  • Reviewer for Elsevier Journal series (2012-now)
  • Reviewer for Knowledge Economy Journal (2014)
  • Reviewer for Intelligent Data Analysis Journal (2015-now)
  • Reviewer for Soft Computing and Data Science Conference (SCDS 2015, 2016)
  • Reviewer for Data Mining and Optimisation Conference (DMO 2010, 2012, 2013)
  • Reviewer for KMICE’06, KMICE'08, KMICE'14, KMICE'16, ICOCI2015, ICOCI2017
   

POST-GRADUATE/ EXTERNAL EXAMINERS

  1. Ahmad Nazmi bin Fadzal, Enhanced Ant Colony Algorithm for Text Classification in Multicore-Multithread Environment,  25 May 2016, UiTM
  2. Noor Shahifah Muhamad, Enhanced Single Exponential Technique for Extreme Data, Tesis Sarjana Teknologi Maklumat, Universiti Utara Malaysia, 22 April - 21 June 2015
  3. Maisarah Zorkeflee, An Enhanced Resampling Technique for Imbalanced Data sets, Tesis Sarjana Teknologi Maklumat, Universiti Utara Malaysia, 25 Februari- 24 April 2015
  CONTRIBUTION  FACULTY, UNIVERSITY & SOCIETY
   
  • Chair, Bachelor of Information Technology (Intelligent Systems Engineering) CS243, FSKM, 2014-2016
  • Chair, Technical Committee of SCDS2016 & SCDS2017
  • Facilitator FRGS, FSKM (2016-2017)
  • Reviewer Panel, FRGS, UiTM (2017-2018)
  • Secretary, Soft Computing and Data Science (SCDS2015) Conference
  • Editorial Board, Malaysian Journal of Computing, FSKM, 2014- present
  • Committee Member, Parents of MRSM Kuala Kubu Bharu (2017-2018)
  • Committee Member, Strategic Planning FSKM (2016-2020) 
  • Committee Member, New Master Programme (Master of Science in Data Science), 2015-now, UiTM
  • Committee Member, New Master Programme (Master of Information Systems in Intelligent Systems), 2011-now, UiTM
  • Committee Member, FSKM Timetable (2004), ISO committee (2004-2007), UiTM
  • Committee Member, Knowledge Management International Conference & Exhibition (KMICE’03), UUM
  • Committee Member, International Rough Set Society, Malaysia Chapter ( 2013- present)
  • Committee Member, International Conference on Business Information Technology (BIZIT’06), UiTM
  • Member of International Institute of Electrical and Electronics Engineers (IEEE) (2010-current)
  • Member of Malaysian Information Technology Society (MITS) (2009-current)
 

COPYRIGHT & TRADEMARK

  • Tebook, (LY2016002422), 2016
  • Weed Cheq, (LY2016002148), 2016
  • Paddy Defect Diseases Intelligent - Leaf Early Symptoms Kit (PaDDI-LES KIT), CRLY00002546, 23 April 2015
  • Paddy Defect Diseases Intelligent KIT (PaDDI KIT), CRLY00001763, 11 December 2014
  • Personalized Intelligent Fitness Calories Advisor (i-FITCAL), CRLY00001765, 12 December 2014
  • Protifier TM2010001729(16), TM2010001727(41), TM2010001728(42)
 

PUBLICATIONS

VIRTUAL VISIBILITY SUMMARY

   

Journals & Proceedings (Selected Publications)

  • S Mutalib, MH Abdullah, S Abdul-Rahman, ZA Aziz, A brief study on paddy applications with image processing and proposed architecture, IEEE Conference on Systems, Process and Control (ICSPC), 16-18 Dec 2016 Melaka pp.124-129. 2016.
  • S Mutalib, A Subar, A Azri, S Abdul-Rahman, A Mohamed, Comparative study of Apriori-variant algorithms, KMICE2016.
  • Ezzatul AkmalKamaru-Zaman, A. Brass, J. Weatherall, S Abdul-Rahman, Reviewing Classification Approaches in Sentiment Analysis, Communications in Computer and Information Science, Series 652, International Conference on Soft Computing in Data Science (SCDS2016), pp. 148-157.
  • MR Shamsuddin, S Abdul-Rahman, A Mohamed, Shallow Network Performance in an Increasing Image Dimension, International Conference on Soft Computing in Data Science (SCDS2016), pp.3-12, 2016.
  • Shuzlina Abdul-Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein, An Improved PSO via Velocity-Based Reinitialization for Feature Selection, Communications in Computer and Information Science, Series 545, Soft Computing in Data Science (SCDS2015), pp. 4-12.
  • Arsyad, M. Yakob, Sofianita Mutalib, Shuzlina Abdul-Rahman, Data Projection in Frequent Itemsets Mining, Communications in Computer and Information Science, Series 545, Soft Computing in Data Science (SCDS2015), pp. 24-32.
  • Nor Nadiah, Azlinah M., Shuzlina Abdul-Rahman, Reviewing Classification Approaches in Sentiment Analysis, Communications in Computer and Information Science, Series 545, Soft Computing in Data Science (SCDS2015), pp. 44-53.
  • Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein. 2013. Feature Selection on Pectin Lyase-Like Enzyme using Computation Methods. Advanced Science Letters, Q4.ISI INDEX.
  • Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein. 2012. An Intelligent Data Pre-processing of Complex Datasets. Intelligent Data Analysis Journal 16(2): 305-325, IF:0.986 Q4.ISI INDEX.
  • Azlinah Mohamed, Nur Fharah Anuar, Sofianita Mutalib, Marina Yusoff, Shuzlina Abdul-Rahman, Turf irrigation using neuro-fuzzy  system, Lecture Notes in Computer Science Volume 7666, 2012, pp 644-651.
  • Sofianita Mutalib, Shuzlina Abdul Rahman, Azlinah Mohamed, Towards applying associative classifier for genetic variants, Lecture Notes in Computer Science Volume 7663, 2012, pp 673-680.
  • Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar: Velocity-based Reinitialisation Approach in Particle Swarm Optimisation for Feature Selection. Proceedings of Hybrid Intelligent Systems (HIS 2011), 5 – 8th Dec. 2011, Malacca, Malaysia, IEEE, pp. 621-624.
  • Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar 2010. Integrating Rough Set Theory and Particle Swarm Optimisation in Feature Selection. Proceedings of 10th International Conference on Intelligent Systems Design and Applications (ISDA’10), 29th Nov.– 1st Dec., Cairo University, Cairo, Egypt, IEEE, pp. 1009-1014.
  • Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar. 2010. Multivariate Filter and PSO in Protein Function Classification, Proceedings of International Conference of Soft Computing and Pattern Recognition (SoCPar 2010), University of Cergy Pontoise, Paris, France, 7-10 December 2010, IEEE, pp. 330-333.
  • Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti Azura Mohamed Hussein (2010) Intergrating Rough Set Theory and Particle Swarm Optimization Algorithm for Feature Selection, International Conference on Intelligent Systems Design and Applications (ISDA’10), Cairo Egypt, Nov 29 - Dec 1, 2010, art. no. 5687234, Nov 29th – Dec 1st, 2010. pp. 330-334.
  • Siti Hakimah Manshor, Shuzlina Abdul Rahman, May Lin Yap, Sofianita Mutalib and Azlinah Mohamed, Signature Verification Using PSO, International Conference on Soft Computing and Pattern Recognition (SoCPaR 2010), Paris France, 7-10 December 2010, art. no. 5686089, pp. 172-175
  • Siti Hakimah Manshor, Shuzlina Abdul Rahman, May Lin Yap, Sofianita Mutalib and Azlinah Mohamed, Baseline Detection Using Particle Swarm Optimisation, 10th International Conference On intelligent Systems Design and Applications (ISDA’10), Cairo Egypt, Nov 29 - Dec 1, 2010, art. no. 5687234, pp. 379-384.
  • Sofianita Mutalib, Siti Nor Fadhlun Jamian, Shuzlina Abdul Rahman, Azlinah Mohamed, Soil classification: An Application of Self Organising Map and k-means, Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA'10), Cairo Egypt, Nov 29 - Dec 1, 2010, art. no. 5687224, pp. 439-444.
 

PROJECT SUPERVISION

PhD

   
  • Sofianita Mutalib, Associative Classifier in High Dimensional Datasets, co-supervision, 2012-present
  • Mohd Razif Shamsuddin, Multi-Dimensional Deep Neural Network, co-supervision, 2013- present
  • Nor Nadiah Yusof, Semantic Mining Framework for Sentiment Classification, co-supervision, 2013- present
  • Amjad Ali Esmael, Enhancing Color Correction Performance Under Dynamic Environment, 2014-2015 [Dismissed]
   

Master by Research

  • Mohd Arsyad Yakob, Frequent Pattern Mining in High Dimensional Dataset, 2014-2017 (completed)
  • Wan Aizuddin Wan Azizan, Advancing Big Data with Internet of Thing (IoT) on Cloud Computing, 2016-present (ongoing)

Master by Course-work

  • Nazira Abdullah, Analysis of Sentiments Towards Proton Cars Using Text Mining Approach, 2015 (Completed)
  • Shazalienna Bt. Saharudin, Issue and Challenges Of Hospital Information Systems: Case Study At Hospital Tengku Ampuan Rahimah Klang, 2012 (Completed)
  • Mazatulaniza Bt Zainal, The Influence of Preprocessing Parameters on Text Categorization Classifier Performance, 2012 (Completed)
  • Hairol Adenan, Inculcating Knowledge Sharing Culture: Case Study in Petronas, 2006 (Completed)
  • Kamal A. Halim, Measuring the Readiness of using the Car Sharing in campus environment: Case Study in UiTM, 2006 (Completed)
  • Noor Azliza Sabri Comparative Study Between Neural Network and Statistic in Handwritten Digit Recognition, 2004 (Completed)
  • Tengku Halim Tengku Othman@Tg. Ramli, Towards Forecasting Business Prepaid Mobile Telecommunication Using connectionist mode, 2004 (Completed)
   

BSc. (Hons) Intelligent Systems / BIT (Hons) Intelligent Systems Engineering

  • Mohamad Soffi Bin Abd Razak, Nitrogen Fertilizer Recommender System for Paddy Field, (Sept 15-Feb 17)
  • Mohd Zulhilmi Bin Ab Jamil, Paddy Weed Leaf Classification Using Neuro-Fuzzy System, (Sept 15-Feb 17)
  • Nur Amalina Binti Abd Waffi, Categorization of Personal Loan Eligibility Using Expert System, (Sept 15-Feb 17)
  • Nur Aishah Afiqah Bt A. Jalil, Early Warning System In Predicting Dengue Using K-Means Clustering, 2015 (Mac 15 - Jun 15)
  • Anis Bt Ramali, Predicting Dengue Using Hierarchical Clustering, 2015 (Mac 15 - Jun 15)
  • Nur Ammar Amira Bt Ahmad, Evaluating Expression Emotrion Disorder: A Text Mining Approach, 2015 (Mac 15 - Jun 15)
  • Nur Salam Bin Yakup, Hand Gesture Recognition for Robot 2015 (Mac 15 - Jun 15)
  • Siti Noor Nabilah Binti Mat Nazar, Observation on Human's Feeling In Social Networking Sites, 2015 (Mac 15 - Jun 15)
  • Sarah Adleena Zuraiy, Predicting Students' Success Rate Using Ann 2015 (Mac 15 - Jun 15)
  • Raja Nurul Asyiqin Bt Raja Azman Syah, Intelligent Agents In Uitm Library System, 2015 (Mac 15 - Jun 15)
  • Fathrul Azarshah Bin Abdul Aziz, Bipedalism Control Using Evolution Algorithm, 2014 (Sept14 - Jan15)
  • Muhammad Naim Farhaan Bin Zamani, Animal Recognition Using Classification Techniques, 2014 (Sept14 - Jan15)
  • Nor Irfan Izzat Bin Azman, Classifying Palm Oil Grade Using Neural Network, 2014 (Sept14 - Jan15)
  • Nor Syaadah Binti Kamaruzaman, Car Recommendation System, 2014 (Sept14 - Jan15)
  • Nur Afiqah Binti Salleh, Verbal Robot Agent Using Knowledge Base Reasoning (Verbot), 2014 (Sept14 - Jan15)
  • Mohd Adzhar Bin Abdul Kahar,Paddy Defect Recognition and Recommendation System, 2014 (Sept14 - Jan15)
  • Muhammad Hafiz Bin Md Zaini, Real-Time Paddy Disease Detection Using Neural Network, 2014 (Sept14 - Jan15)
  • Muhammad Umar' Rashydan Romli, Reinforcement Learning For Autonomous Online Swing-Up And Balancing Agent, 2014 (Mac14-Jul14)
  • Che Wan Mohd Arrazee B Che Wan Alias, Utilization of Data Mining for Televison Programme’s Genre Recommendation. 2014 (Mac14-Jul14)
  • Syuhaidah Bt Mohd Amin, Utilizing Expert System In Diseases Detection And Treatments Recommendation For Cats. 2014 (Mac14-Jul14)
  • Muhammad Norzariman Bin Razari, Development Of Frequent Pattern Mining (Fpm) Algorithms In High Dimensional Dataset With Heuristic Searching Technique, 2014 (Mac14-Jul14)
  • Nur Sheila Bt Mohd Roslan, Recommendation For Cats, 2014 (Mac14-Jul14)
  • Amerul Haqimi Bin Ameruddin, Utilizing Expert System In Lean Bulking Tracker, 2014 (Sept14 - Jan15)
     
 

AWARDS & SCHOLARSHIPS

 AWARDS

   
  • Silver Award, WeedCheq, IIDEX 2016
  • Bronze Award, Paddy Defect Diseases Intelligent Kit-Leaf Early Symptoms (PaDDI-LES Kit), ITEX 2016
  • Silver Award, Paddy Defect Diseases Intelligent Kit-Leaf Early Symptoms (PaDDI-LES Kit), PECIPTA 2015
  • Gold Award, Intelligent Fitness Calories Advisor (i-FitCal), IIDEX 2014, UiTM Shah Alam
  • Silver Award, Paddy Defect Detection Intelligent Kit (PaDDI Kit) , IIDEX 2014, UiTM Shah Alam
  • Champion, Business Idea Category in Malaysia-IHL Business Plan Competition 2012/2013, PaDDI Kit, Students’Advisor, (Student: Megat Ridwan Megat Adnan, Nur ‘Atifah Ghazali, Muhammad Umar Rasydan Romli).
  • Gold Award, SNP Pattern Miners, IID-EX 2013, UiTM Shah Alam
  • Excellent Thesis Award, Doctor of Philosophy, Universiti Kebangsaan Malaysia, 2011/2012
  • Bronze Award, Mosquito Larvae Identification System (MLIS), IID-EX 2013, UiTM Shah Alam
  • MIMOS Prestigious Award 2012, MIMOS Berhad, http://202.45.136.31/newsletter/index0412.html
  • Anugerah Tahunan Inovasi (Kedua), Bank Islam Malaysia Berhad, 7th Invention, Innovation & Design (IID’2010), 2010, UiTM Shah Alam
  • Gold and Special Jury Awards, INNOVA 2009, Brussels Eureka, Belgium
  • Silver Award, 20th International Invention, Innovation & Technology Exhibition (ITEX’2009), Kuala Lumpur
  • Gold Award, 6th Invention, Innovation & Design (IID’2009), UiTM Shah Alam
   

SCHOLARSHIPS

  • Excellent Services Award, UiTM 2012
  • Excellent Services Award, UiTM 2005
  • Full Travelship Award (Japan 2001), MSORSM
  • Full PhD Scholarship Award (July 2007 – Jun 2011)
  • Full Degree Scholarship Award (Jun 1992 – Apr 1998)
  • Full Matriculation Scholarship Award (Jun 1990 – Mei 1992)