Staff Profile

Full NamePROF. MADYA DR NAZRI BIN MOHD NAWI
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Email
Designation DS54 - PROFESOR MADYA
  DEKAN
PEJABAT AM
FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT

Field of Expertise

Field Category (KPT) MATHEMATICAL SCIENCES
Field (KPT) Mathematics and Statistics for ICT and Industries
Field of Specialization (KPT) Data Mining

Academic Qualification

YearQualificationInstitution
2007 DOKTOR FALSAFAH DATA MINING SWANSEA UNIVERSITY
2001 SARJANA SAINS KOMPUTER UNIVERSITI SAINS MALAYSIA
1997 SARJANA MUDA SAINS KOMPUTER UNIVERSITI SAINS MALAYSIA

Professional Appointments

DS54 - Profesor Madya

Management Experience

YearDescription
2016 - 2017 Dekan
Fakulti Sains Komputer dan Teknologi Maklumat
2016 - 2016 Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2016 - 2016 Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2015 - 2016 Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2013 - 2015 Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2012 - 2013 Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2011 - 2011 Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2009 - 2011 Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2008 - 2009 Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran

Teaching Experience

YearDescriptionLevel
2016 Data Structure (BIC10103), Sesi 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016 University
2015 Software Engineering Principles (BIE10103), Sesi 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2015 University
2015 Perlombongan Data (BIT 33603), Sesi 20152016 Semester 1, Universiti Tun Hussein Onn Malaysia, 2015 University
2014 Prinsip Kejuruteraan Perisian (BIE20103), Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Cyber Entrepreneurship (BIT 10503), Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Prinsip Kejuruteraan Perisian (BIE 10103), Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2013 Advanced Data Mining (CIS 10103), Sesi 20122013 Semester 2, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Neural Networks (CIS 10403), Sesi 20122013 Semester 1, Universiti Tun Hussein Onn Malaysia, 2012 University
2012 Advanced Data Mining (CIS 1013), Sesi 20112012 Semester 2, Universiti Tun Hussein Onn Malaysia, 2012 University
2011 Perlombongan Data (BIT 3063/ BIT30603), Sesi 20112012 Semester 1, Universiti Tun Hussein Onn Malaysia, 2011 University
2010 Project Research Methodology (BIT3343), Session 20102011 Semester 1, UTHM, 2010. University
2010 Data Structure and Algorithm (BIT 1073), Session 20102011 Semester 2, UTHM, 2010. University
2009 Data Mining (BIT 3363), Sesi 20092010 Semester 2, Universiti Tun Hussein Onn Malaysia, 2009 University
2009 Software Quality Assurance (BIT 3113), Sesi 20092010 Semester 2, Univerisiti Tun Hussein Onn Malaysia, 2009 University
2008 Software Quality Assurance (BIT 3113), Sesi 20082009 Semester 2, Universiti Tun Hussein Onn Malaysia, 2008 University
2008 Data Mining (BIT 3363), Sesi 20082009 Semester 1, Universiti Tun Hussein Onn Malaysia, 2008 University
2007 Software Quality Assurance (BIT 3113), Sesi 20072008 Semester 2, Universiti Tun Hussein Onn Malaysia, 2007 University
2007 Computer Security (BIT 3133), Sesi 20072008 Semester 1, Universiti Tun Hussein Onn Malaysia, 2007 University
2003 Computer Programming (BTI 2133), Sesi 20032004 Semester 2, Universiti Tun Hussein Onn Malaysia, 2003 University
2003 System Analysis and Design (BIT 2183), Sesi 20032004 Semester 1, Universiti Tun Hussein Onn Malaysia, 2003 University
2003 Database and Networking (BEI 4034), Sesi 20032004 Semester 1, Universiti Tun Hussein Onn Malaysia, 2003 University
2002 Database System (BTI 2083), Sesi 20022003 Semester 2, Universiti Tun Hussein Onn Malaysia, 2002 University
2002 Object Oriented Programming (BEI 4053), Sesi 20022003 Semester 2, Universiti Tun Hussein Onn Malaysia, 2002 University
2002 Computer Programming (DTI 1023), Sesi 20022003 Semester 2, Universiti Tun Hussein Onn Malaysia, 2002 University
2002 Database and Networking (BEI 4034), Sesi 20022003 Semester 1, Universiti Tun Hussein Onn Malaysia, 2002 University
2001 Computer Application and Package (BTI 1122), Sesi 20012002 Semester 1, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Skill 1 - Basic Networking (BTI 2816), Sesi 20012002 Semester 2, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Database System (DTI 1083), Sesi 20012002 Semester 2, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Computer Programming (DTI 1022), Sesi 20012002 Semester 1, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Computer Programming (BEE 3053), Sesi 20012002 Semester 1, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Skill on Accessing Information (BTI 1022), Sesi 20012002 Semester 1, Universiti Tun Hussein Onn Malaysia, 2001 University

Research Grants And Contracts

CodeTitleDesignationEnd Date
T003 Optimization of the modified membrane towards antifouling mechanism via second order back propagation method (Neural Network) (BPNN) Ketua 30/11/2019
U896 An Improvement of Convex Hull-Based Fuzzy Linear Regression Model for Dynamic Fuzzy Data Analysis Ahli 31/08/2019
1611 An Improved Kalman Filter Algorithm to Enhance Complex Event Processing in RFID Big Data Ahli 31/07/2019
G011 SUSTAINABLE PLATFORM CONTROLLER FOR STEP-COMPLIANT OPEN CNC SYSTEM Ahli 14/07/2019
U613 Big data processing and visualization using data mining and visualization technique (Social Media Data) Ketua 31/01/2019
U559 Modelling A Generic End-User Adoption Framework For E-Government Services Using UTAUT model Ahli 31/05/2018
A066 Gates FSKTM Fund 2015 Ahli 28/02/2018
B069 Kid Care Alarm Apps Ahli 31/05/2017
X020 Geran Kontrak Industri Gates IT Solution Sdn. Bhd. Ahli 30/08/2016
1257 Predicting Noise-Induced Hearing Loss (NIHL) In Malaysian Industrial Workers Using Hybrid Neural Networks Ketua 29/02/2016
X021 Geran kontrak Industri - MSTB Ahli 31/12/2014
1116 Hybrid Intelligent Vehicle Tracking And Routing Control Systems Based On Bio-Inspired Computing Approaches Ahli 30/11/2014
1033 Forecasting Stock Market Using Neural Network Train By Hybrid Artificial Bee Colony And Levenberg-Marquadt Algorithm Ketua 30/09/2014
0882 A New ABC-Functional Link Neural Network for the Prediction of Daily Temperatures for Climate Change Scenarios over Malaysia Ahli 31/07/2014
1032 Hybrid Ant Bee Colony Algorithm For Training Neural Networks Ahli 31/03/2013
0737 A New Method to Enhance the Computational Efficiency of Data Mining Classification Modelling Techniques by Introducing Optimal Gain Parameter Ketua 28/02/2013
0765 Traditional Malay Musical Instruments Sound Processing using Rough Set Theory Ahli 28/02/2013
0705 A New Integrated Knowledge-based system with Incomplete Knowledge in Planting Materials Selection Ahli 31/10/2011
0682 The Development Of Data Analyzer For Early Detection Of Oil Palm Devastating Fungus Ketua 31/07/2011
S016 Application of a Novel Higher Order Neural Network to Improve Storm Water Prediction as Precautionary Measures to Forecast Flood Disaster in Suburban Ahli 30/06/2010
S012 The Development of Data Analyzer for Early Detection of Oil Palm Devastating Fungus Ketua 31/05/2010
0117 E-Pengurusan Aset dan Inventori Ketua 30/06/2004
U420 Weight Optimization in Recurrent Neural Networks with Hybrid MetaheuristicCuckoo Search Techniques for Data Classification Ketua 31/05/2018
E053 Improvement Of Case Retrieval Using CBR-PSO For Medical Data Classification Ahli 28/02/2017
1236 The New Hybrid Cuckoo Search Back-Propagation Neural Networks (SCBP) Algorithm for Predicting Noise-Induced Hearing Loss (NIHL) in TNB Workers Ketua 30/09/2016
R001 A New Computational method in Protein Domain Prediction Ahli 15/06/2015
0824 Constructing Decision Tree Based on New Sub Graph Discovery Algorithm Ahli 31/12/2013
0739 A Novel Dynamic Ridge Polynomial Neural Network for the Classification of Seismic Signals at Merapi Volcano Ahli 31/05/2013
0451 An Efficient Back Propagation Neural Network Algorithm For Use I Diagnosing And Treatments for Patients Ketua 31/10/2010
A015 Developing a Realistic Model to Determine Housing Needs Ahli 31/12/2009

Publications

Book
Nazri Bin Mohd Nawi
(2010) Artificial Higher Order Neural Networks For Computer Science And Engineering - Trends For Emerging Applications, information Science Reference (IGI Global) , ISBN:9781616922511
Nazri Bin Mohd Nawi
(2007) Research And Development In Intelligent Systems Xxiii, Springer London , ISBN:978 1 84628 662 9
Nazri Bin Mohd Nawi
(2002) A Book On C Fundamentals, Mac Graw Hill , ISBN:9832606098
Book Chapters
Abdullah Khan, Shaikh Mohd Ashraf, Nazri Mohd Nawi, Zubair Rehman
(2016) Decision Making And Optimization In Recent Ict Applications, UTHM , 77, ISBN:9789670764672
Nazri Mohd Nawi, Abdullah Khan, M.Z. Rehman
(2016) Decision Making And Optimization In Recent Ict Applications, UTHM , 97, ISBN:9789670764672
Journal
Nawi N.M., Hussein A.S., Samsudin N.A., Hamid N.A., Yunus M.A.M., Aziz M.F.A.
(2017) The Effect Of Pre-Processing Techniques And Optimal Parameters Selection On Back Propagation Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Insight Society , 770, ISSN:20885334
Munirah M. Y, Rozlini, M, Nawi N. M, Wahid, N. and Shukran M. A. M
(2016) A Comparative Analysis On Feature Selection Techniques For Classification Problems, JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 11, 13176, ISSN:1819-6608
Nazri Mohd Nawi, M. Z. Rehman, Abdullah Khan, Haruna Chiroma, Tutut Herawan
(2016) A Modified Bat Algorithm Based On Gaussian Distribution For Solving Optimization Problem, JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, American Scientific Publishers , 714, ISSN:15461955
Nazri Mohd. Nawi , M. Z. Rehman , Nurfarian Hafifie , Abdullah Khan and Insaf Ali Siming
(2016) Bat-Bp: A New Bat Based Back-Propagation Algorithm For Efficient Data Classification , ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 11, 14048, ISSN:1819-6608
Nazri Mohd Nawi, Shah Liyana Shahuddin, Muhammad Zubair Rehman and Abdullah Khan
(2016) Enhancing The Cuckoo Search With Levy Flight Through Population Estimation, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 11, 13232, ISSN:1819-6608
Nazri Mohd Nawi, M. Z. Rehman, Abdullah Khan, Arslan Kiyani, Haruna Chiroma, Tutut Herawan
(2016) Hybrid Bat & Levenberg-Marquardt Algorithms For Artificial Neural Networks Learning, JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, Institute of Information Science , 9, 1301, ISSN:10162364
Nawi N.M., Rehman M.Z., Khan A., Kiyani A., Chiroma H., Herawan T.
(2016) Hybrid Bat And Levenberg-Marquardt Algorithms For Artificial Neural Networks Learning, JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, JOURNAL OF INFORMATION SCIENCE AND ENGINEERING , 1324, ISSN:10162364
Nazri Bin Mohamad Nawi, Nabila Atika Binti Razali, Muhammad Zubair Rehman and Abdullah Khan
(2016) Studying The Effect Of Pulse Rate Loudness And Echo-Location In Bat Algorithm, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 11, 13252, ISSN:1819-6608
Adamu I. Abubakar, Abdullah Khan, Nazri Mohd Nawi, M. Z. Rehman, Teh Ying Wah, Rahatullah, Haruna Chiroma, Mukhtar Fatihu Hamza, Tutut Herawan
(2016) Studying The Effect Of Training Levenberg Marquardt Neural Network By Using Hybrid Meta-Heuristic Algorithms, JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, Journal of Computational and Theoretical NanoScience , 460, ISSN:15461955
Nazri Mohd. Nawi, Abdullah Khan , Naim Firdaus , M. Z. Rehman and Insaf Ali Siming
(2016) Wcbp: A New Water Cycle Based Back Propagation Algorithm For Data Classification , ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 11, 14132, ISSN:1819-6608
U.H.KALSUM, NAZRI MOHD NAWI, SHAHREEN KASIM
(2015) A Computational Method For Protein Domain Prediction By Using Double Stage Neural Network, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, ARPN , 10, 17528, ISSN:1819-6608
Nazri Mohd Nawi, Abdullah Khan, M. Z. Rehman
(2015) An Accelerated Particle Swarm Optimized Back Propagation Algorithm, JURNAL TEKNOLOGI, UTM , 9, 49, ISSN:2180?372
Rozlini M., Munirah M.Y., Nawi N.M. , Wahid N.
(2015) Bat With Dempster Theory For Feature Selection: A Framework, JOURNAL OF SCIENTIFIC RESEARCH AND DEVELOPMENT, JSRAD , 12, 158, ISSN:1115-7569
Haruna Chiroma, Nazri Mohd Nawi, Adamu I Abubakar, Muhammad Zubair Rahman, Tutut Herawan
(2015) Global Warming: Predicting Opec Carbon Dioxide Emissions From Petroleum Consumption Using Neural Network And Hybrid Cuckoo Search Algorithm, PLOSONE, Public Libry of Science , 8, e0136140, ISSN:0136140
Abdullah Khan, M. Z. Rehman, Haruna Chiroma, and Tutut Herawan
(2015) Weight Optimization In Recurrent Neural Networks With Hybrid Metaheuristic Cuckoo Search Techniques For Data Classification, MATHEMATICAL PROBLEMS IN ENGINEERING, Hindawi Publishing Corporation , 1, 1, ISSN:1024123X
Prosiding / Seminar
Nazri Mohd. Nawi, M.Z. Rehman, Norhamreeza Abdul Hamid, Abdullah Khan, Rashid Naseem, and Jamal Uddin
(2017) Optimizing Weights In Elman Recurrent Neural Networks With Wolf Search Algorithm , Springer Nature , 11, ISBN:978-3-319-512815
Abdullah Khan, Nazri Mohd Nawi, Rahmat Shah, Nasreen Akhter, Atta Ullah, M.Z. Rehman, Norhamreeza AbdulHamid, and Haruna Chiroma
(2016) Chicken S-Bp: An Efficient Chicken Swarm Based Back-Propagation Algorithm, Springer International Publishing , 122, ISBN:978-3-319-512815
Nazri Mohd. Nawi, Abdullah Khan and M. Z. Rehman
(2015) Data Classification Using Metaheuristic Cuckoo Search Technique For Levenberg Marquardt Back Propagation (Cslm) Algorithm, AIP Publishing , ISBN:4915701
Nazri Mohd Nawi, Norhamreeza Abdul Hamid, Nursyafika Harsad, Azizul Azhar Ramli
(2015) Second Order Back Propagation Neural Network (Sobpnn) Algorithm For Medical Data Classification, Springer , ISBN:9783319131535
Nazri Mohd Nawi, MZ Rehman, Abdullah Khan
(2015) Ws-Bp: An Efficient Wolf Search Based Back-Propagation Algorithm, AIP Publishing , ISBN:4915660
Nazri Bin Mohd Nawi
(2014) A New Bat Based Back-Propagation (Bat-Bp) Algorithm, Springer International Publishing
Nazri Bin Mohd Nawi
(2011) Accelerating Learning Performance Of Back-Propagation Algorithm By Using Adaptive Gain Together With Adaptive Momentum And Adaptive Learning Rate On Classification Problems
Nazri Bin Mohd Nawi
(2011) Jordan Pi-Sigma Neural Network For Temperatur Prediction
Nazri Bin Mohd Nawi
(2011) Noise-Induced Hearing Loss Prediction In Humans Using A Modified Back-Propagation Neural Network
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Iwan Tri Riyadi Yanto and Tutut Herawan
(2011) Rough Set Approach For Attributes Selection Of Traditional Malay Musical Instruments Sounds Classification, Springer Berlin Heidelberg , ISBN:9783642209970
Nazri Bin Mohd Nawi
(2011) Solving Local Minima Problem In Back-Propagation Algorithm Using Adaptive Gain, Adaptive Momentum And Adaptive Learning Rate On Classification Problems
Nazri Bin Mohd Nawi
(2011) Studying The Effect Of Adaptive Momentum In Improving The Accuracy Of Gradient Descent Back-Propagation Algorithm On Classification Problems
Nazri Bin Mohd Nawi
(2011) The Effect Of Adaptive Gain And Momentum In Improving Training Time Of Back-Propagation Algorithm On Classification Problems
Nazri Bin Mohd Nawi
(2011) The Effects Of Network Parameters On Pi-Sigma Neural Network For Temperature Forecasting
Nazri Bin Mohd Nawi
(2010) An Improved Back-Propagation Neural Network Algorithm On Classification Problems
Nazri Bin Mohd Nawi
(2010) Applying Soft Set Theory For Feature Selection Of Traditional Musical Instrument Sounds Classification
Nazri Bin Mohd Nawi
(2010) Enhanced Active Learning In Developing Highly Interpretable Decision Support System
Nazri Bin Mohd Nawi
(2010) The Development Of Improved Back-Propagation Neural Network Algorithms For Predicting Patients With Heart Disease
Nazri Bin Mohd Nawi
(2010) The Development Of New Step-Nc Code Generator (Gen-Mill)
Nazri Bin Mohd Nawi
(2010) The Effect Of Adaptive Gain And Adaptive Momentum In Improving Training Time Of Gradient Descent Back-Proapagtion Algorithm On Approximation Problem
Nazri Bin Mohd Nawi
(2010) The Ideal Data Representation For Feature Extraction Of Traditional Musical Instrument Sounds Classification
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi
(2009) A Study On Traditional Malay Musical Instruments Sounds Classification System, ACM New York, USA , ISBN:9781605586601
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Musa Mohd Mokji
(2009) Feature Extraction For Traditional Malay Musical Instruments Classification System, IEEE , ISBN:9781424453306
Nazri Bin Mohd Nawi
(2009) Incomplete Information Decision Support System For Planning Material Selection
Nazri Bin Mohd Nawi
(2009) Performance Improvement Of Back Propagation Neural Network Learning Algorithms By Introducing Gain Variation Of Activation Function
Nazri Bin Mohd Nawi
(2009) The Effect Of Gain Variation Of Activation Function In Improving Training Time Of Back Propagation Neural Network On Classification Problems
Nazri Bin Mohd Nawi
(2008) A New Method To Improve The Gradient Based Search Direction To Enhance The Computational ..
Nazri Bin Mohd Nawi
(2006) A New Efficient Search Direction For Conjugate Gradient Training Methods
Nazri Bin Mohd Nawi
(2006) An Improved Learning Algorithm Based On The Broyden-Fletcher-Goldfarb-Shanno (Bfgs) Method For Back Propagation Neural Networks
Nazri Bin Mohd Nawi
(2006) An Improved Learning Algorithm Based On The Conjugate Gradient Method For Back Propagation Neural Networks
Nazri Bin Mohd Nawi
(2006) Improving The Gradient Based Search Direction To Enhance Training Efficiency Of Back Propagation Based Neural Network Algorithms

Consultancies

YearDescriptionLevel
2016 Steering Committee, The 2nd International Conference on Soft Computing and Data Mining (SCDM2016), Bandung, 18-20 August 2016 International
2016 Technical Program Committee, Advanced in Computing System and E-Learning Technologies (ICACSET2016), Singapore, 14-15 April 2016 International
2015 Steering Committee, The 2nd International Conference on Advanced Data and Information Engineering (DaEng2015), Bali, 25-26 April 2015 International
2015 International Conference Committee Member, ICBD2015, 17th International Conference on Big Data, Kuala Lumpur, 12-13 Feb 2015 International
2015 Program Committee Members, 2nd International Conference on Emerging Trends of Computer Science in Educational System (ICETCSES2015), Kuala Lumpur, 26-27 July 2015 International
2015 International Conference Committee member, The ICWSDM 2015, 17th International Conference on Web Search and Data Mining, Kuala Lumpur, 24-25 August 2015 International
2015 Technical Program Committee, The 3rd International Conference on Advanced Trends of E-learning and Information Technology (ICATEOET 2015), 11-12 December 2015 International
2015 Program Committee, The 4th International Conference on Human Computer Iteration and Leanring Technology (ICHCILT2015), Dubai, 25-26 November 2015 International
2015 Technical Program Committee, International Conference on Computer Science, Engineering and Innovations (ICCSEI2015), Paris, 18-19 December 2015 International
2014 International Scientific Committee, 16th International Conference on Big Data (ICBD2014), Kuala Lumpur, 13-14 February 2014 International
2013 EDITORIAL BOARD Member for Journal of Theoretical and Applied Information Technology (JATIT) International
2013 EDITORIAL BOARD MEMBER for International Journal of Information Technology & Computer Science ( IJITCS ) International
2013 Invited Speakers for The 2013 International Conference on Computer Science and Information Technology (CSIT-2013) International
2012 Technical Program Committee members for International Conference on Internet computing, Informatics in E-business and Applied Computing System (ICIEACS -2012), Dubai, UAE on 27-28 July, 2012. International
2012 Technical Program Committee members for the 2012 International Conference on Human Computing, Education and Information Management System (ICHCEIMS 2012), Bangkok, Thailand from August 30-31, 2012. International
2012 Technical Program Committee members for International Conference on Internet, E-Learning & Education Technologies (ICIEET 2012), Dubai, UAE from 23-24 September 2012. International
2012 Technical Program Committee members for International Conference Computing Communication System and Informatics Management (ICCCSIM-2012), Dubai, UAE, 29-30 July 2012. International
2012 Technical Program Committee members for the International Conference on Computer Science, Information System & Communication Technologies ( ICCSISCT 2012), Bangkok, Thailand from September 1-2, 2012. International
2012 Technical Program Committee members for the 2012 International Conference on Information Integration and Computing Applications (ICIICA 2012), Singapore from August 15- 16 , 2012. International
2012 Technical Program Committee members for the 2012 International Conference on E-Education & Learning Technologies (ICEELT 2012), Singapore from August 13- 14 , 2012. International
2012 Technical Program Committee members for International Conference on Information, communication and Computer Networks (ICICCN-2012), CLEOPATRA HOTEL, Nicosia , Cyprus on 13-14 July, 2012. International
2011 Reviewer for 3rd Data Mining and Optimization Conference (DMO2011) International
2011 Reviewer for Journal of Knowledge-Based Systems (ISSN 0950-7051) with Impact Factor: 1.308. International
2011 Senior member of International Association of Computer Science and Information Technology (IACSIT). International
2011 Professional member for International Association of Engineering (IAENG) Society of Data Mining. International
2011 Reviewer for International Conference on Business, Engineering and Industrial Applications 2011 (ICBEI2011). International
2011 Reviewer for 2011 INTERNATIONAL SYMPOSIUM ON HUMANITIES, SCIENCE AND ENGINEERING (SHUSER 2011). International
2011 Reviewer for The International Journal of Open Problems in Computer Science and Mathematics (IJOPCM). International
2011 Associate Auditors International Magazine on Advances in Computer Science and Telecommunications (IMACST) (ISSN 1857-7202). (Jan 2011- Jan 2013) International
2011 Editorial board member for Journal of Computing (ISSN 2151-9617) with Impact Factor 0.45. International
2011 Technical Program committee for Third Conference on Data Mining & Optimization (DMO'11), 2011 International
2011 Technical Program Committee for International Conference on Logic, Information, Control & Computing 2011 (ICLICC2011), Gandhigram Rural Institute - Deemed University, Tamil Nadu, India on 25-26 Feb 2011. International
2011 Reviewer for 2nd International Visual Informatics Conference (IVIC2011) International
2011 Reviewer for Journal of Engineering and Computer Innovations (JECI), 2011. International
2010 Reviewer for The first International Workshop on soft Computing and Data Engineering (SCDE2010), Jeju Island, Korea, 2010. International
2010 Reviewer for the International Conference on Science and Social Research (CSSR 2010), Kuala Lumpur, Malaysia, 2010 International
2010 Program Committee for the First International Workshop on Soft Computing and Data Engineering (SCDE - 2010), December 2010 International
2009 Technical Program committee for Second Conference on Data Mining & Optimization (DMO09), 2009 International
2009 Reviewer for the Malaysian Joint Conference on Artificial Intelligence (MJCAI 2009), Kuala Lumpur Malaysia, 2009 International
2009 Invited Key Note Speaker for International Industrial Informatics Seminar (IIS 09), 15 August 2009, UIN Sunan Kalijaga Yodyakarta, Indonesia, 2009 International
2009 Program committee for Proceedings of International Industrial Informatics Seminar (IIS 09), Jodjakarta, Indonesia, 15 August 2009 International
2008 Reviewer for the International Conference on Intelligent Systems Design and Applications (ISDA08), Taiwan, 2008 International
2007 Scientific and Technical Committee & Editorial Review Board, World Academy of Science, Engineering and Technology (WASET), 1997 - Present International

Supervision

YearDescriptionRole
2016 Supervisor for Suhaidatul Najwa Azmiera binti Sulaiman, PSM, Sistem Pengurusan FELDA Vegetable Oil Product Sdn. Bhd., UTHM, 2016 Supervisor
2016 External Examiner for Intan Ermahani A. Jalil, PhD, Hybrid Features Ranking for Writer Identification, UTM, 2016 External Examiner
2016 External Examiner for Norhayati binti Mohd Rasip, PhD, Heuristic Ordering Particle Swarm Optimization to Enhance Nurse Scheduling Step, 2016, UTEM External Examiner
2016 External Examiner for DanielHartono Sutanto, PhD, A Novel Non-Communicable Prediction Framework, 2016, UTEM External Examiner
2016 Internal Examiner for PhD Thesis: Ahmed Khalaf Zager (2016): Database Management System using Swarm Intelligence Approach, UTHM Examiner
2016 Chairman for viva PhD Thesis (2016), Rashid Naseem, An Improved Hierarchical Clsutering Combination Apparoach for Software Modularization, UTHM, 2016 Examiner
2016 Supervisor for Nur Amalina binti Mashudi, PSM, Sistem Pengurusan Mesyuarat Ibu Pejabat Polis Daerah Kuala Langat, UTHM, 2016 Supervisor
2016 Supervisor for Siti Nurhidayah binti Md Yunus, PSM, Sistem Pengurusan Kursus Motivasi Syarikat Richwork 'E' Rich, UTHM. 2016 Supervisor
2016 Supervisor for Siti Nazirah binti Mat Hussin, PSM, Sistem Pengurusan Perpustakaan Desa Parit Haji Ali, UTHM, 2016 Supervisor
2016 Supervisor for Sharifah Hasnadia binti Sareh Hassan, PSM, Pengelasan simptom penyakit buah pinggang menggunakan rangkaian neural, UTHM, 2016 Supervisor
2016 Supervisor for Sofiah binti Othman, PSM, Sistem Pengurusan Mutlaq Travel and Tour Sdn. Bhd., UTHM, 2016 Supervisor
2015 Supervisor for Noor Haliza binti Mohamed Saufi, Undergraduate, " Improving Search Direction in Back Propagation Algorithm using Second Order Method", UTHM, 2015 Supervisor
2015 Supervisor for Nurmahirah bt. Mohamad Zaidi, "The Effect of Three Term Parameters on the Performance of Back Propagation Algorithm", Undergraduate, UTHM, 2015 Supervisor
2015 Internal Examiner for Master Thesis: Abdul Halim bin Omar (Febuari 2015): Improving Text Document Clustering Accuracy Based on Syngram algorithm, UTHM Examiner
2015 Chairperson for Master Thesis: Muhammad Hanif bin Jofri (November 2015): QOE- Aware Video Attributes Determination for Mobile Streaming Using Hybrid Profiling, UTHM Examiner
2015 Internal Examiner for Master Thesis: Kashif Hussain Talpur (Jun 2015): Optimize of Fuzzy Neural Using Mine Blast Algorithm for Predicting Strength of Malaysian SMEs , UTHM Examiner
2015 Supervisor for Shah Liyana binti Shahuddin, Undergraduate, "The Study the Effect of different Activation function using Cuckoo Search Neural Network Algorithm", UTHM, 2015 Supervisor
2015 External Examiner for Mohammad Ridwan bin Ismail, Master, Artificial Neural Network Modelling of Customer Churn Prediction in Telecommunication Industry, UNIsZA, Jun 2015 External Examiner
2015 External Examiner for Imamuddeen Hussain, Master, Temporal Based Knowledge Management for University Innovation Product, UNIsZA, Disember 2015 External Examiner
2015 Supervisor for Faridah binti Hamzah, Undergraduate, " Improving Back Propagation adaptively by learning rate locally", UTHM, 2015 Supervisor
2015 Supervisor for Nabila Atika binti Razali, Undergraduate, " The Effect of Different Activation Function using Accelerated Particles Swarm Optimization Neural Network ", UTHM, 2015 Supervisor
2015 External Examiner for Abdullah S. Adamu, PhD, An Empirical Study Towards Efficient Learning in Artificial Neural Networks by Neuronal Diversity, University of Nottingham Malaysia, 2015 External Examiner
2014 Supervisor for Sheikh Mohamad Ashraf Bin MohamadArshad," APSO-BP: An Accelerated Particle Swarm Optimization Back Propagation Neural Network Algorithm" UTHM, 2014 Supervisor
2014 Supervisor for Nursyafika Harsad ," SECOND ORDER NEURAL NETWORK (SONN) ALGORITHM FOR MEDICAL DATA CLASSIFICATION" UTHM, 2014 Supervisor
2014 Supervisor for Naim Firdaus, "A New Water Cycle based Back-Propagation (WCBP) algorithm" UTHM, 2014 Supervisor
2014 Supervisor for Omar Aljawfi,"ENHANCING BACK PROPAGATION NEURAL NETWORK WITH SECOND ORDER CONJUGATE GRADIENT METHOD FOR FAST CONVERGENCE" UTHM, 2014 Supervisor
2014 Supervisor for Nurmahirah bt. Mohamad Zaidi,"The Effect of Three Term Parameters on the Performance of Back Propagation Algorithm" UTHM, 2014 Supervisor
2014 Supervisor for Noor Haliza binti Mohamed Saufi, "Improving Search Direction in Back Propagation Algorithm using Second Order Method', UTHM, 2014 Supervisor
2014 Supervisor for Shah Liyana binti Shahuddin, "The Study the Effect of different Activation function using Cuckoo Search Neural Network Algorithm", UTHM, 2014 Supervisor
2014 Supervisor for Nabila Atika binti Razali, "The Effect of Different Activation Function using Accelerated Particles Swarm Optimization Neural Network ', UTHM, 2014 Supervisor
2014 Supervisor for Faridah binti Hamzah, "Improving Back Propagation adaptively by learning rate locally", UTHM, 2014 Supervisor
2014 Supervisor for NURFARAIN HAFIFIE BINTI ABD RASHID, " Bat-BP: A New Bat Based Back-Propagation Algorithm for Data Classification", UTHM, 2014 Supervisor
2014 Internal Examiner for PhD(UTHM): Nurul Azma bt. Abdullah, A new File Carver of Intertwined JPEG usinh Images using X_myKarve, April 2014 Examiner
2014 Soft Computing Seminar (SOCOS 2014) in Conjunction with Postgraduate Annual Seminar Research (PARS2014) , 2014 External Assessor
2014 Supervisor for Nurul Syazwani Muhamadan, " HAPSOENN: Hybrid Accelerated Particle Swarm Optimization and Elman Neural Network Training", UTHM, 2014 Supervisor
2014 Supervisor for Ameer Saleh Hussein, Master by Mix-Mode,"The Effect of Pre-processing Techniques with optimal Parameters in BPNN for Data Classification " , UTHM, 2014 Supervisor
2014 External Examiner for PhD (MMU): MARYAM POURNASIR ROUDBANEH, GROUP METHOD OF DATA HANDLING MODEL USING MODIFIED LEVENBERG-MARQUARDT TECHNIQUE, January 2014 External Assessor
2013 Supervisor for NOOR FADHILAH BT. AHMAD YAZI, Degree, "Sistem Pengecualian Kredit program Sarjana Muda FSKTM",UTHM, 2013 Supervisor
2013 Supervisor for SOFIA NADHIRAH BINTI MD PADZIL, " ONLINE SCHEDULE SYSTEM FOR MPP UTHM ", UTHM, 2013 Supervisor
2013 Supervisor for SYAZWANI BINTI SOBRI, " SISTEM MAKLUMAT PENGURUSAN STAF FSKTM ", UTHM, 2013 Supervisor
2013 Internal Examiner for PhD in IT: Bana Handaga,Text Classification Based on Hybrid Fuzzy Soft Set Theory and Supervised Fuzzy C-Means , August 2013 Examiner
2013 Internal Examiner for PhD (UTHM): Mohd Zainuri bin Saringat, DATA SANITIZATION IN OBJECT-ORIENTED DESIGN TO IMPROVE DATABASE STRUCTURE, 23 Disember 2013 Examiner
2013 External Examiner for Master IT (UTEM): Raja Rina Raja Ikram, Halal Computerised Systems Framework for the Halal Pharmaceuticals, February 2013 External Examiner
2012 Supervisor for Noorhamreeza binti Abdul Hamid, PhD, "A New Back-propagation Neural Network using Second Order Methods", UTHM, 2012 Supervisor
2012 Supervisor for Syed Muhammad Zubair Rehman Gillani, PhD, "A New hybrid Cuckoo Search Back-Propagation Neural Networks (SCBP) Algorithm for Predicting Noise-Induced Hearing Loss (NIHL) in workers in Malaysian Power Plant Industries", UTHM, 2012 Supervisor
2012 Supervisor for Walid Hasen Atom, Master by Mix-mode,"The effect of data preprocessing on the performance of Artificial Neural Networks Techniques for classification problems", UTHM, 2012 Supervisor
2012 Internal Examiner for PhD Thesis: Sapi'ee Haji Jamel (2012): THE HYBRID CUBES ENCRYPTION ALGORITHM (HiSea) Examiner
2012 Supervisor for Munirah binti Mohd Yusof, PhD, "Improvement of case retrieval using CBR-PSO for medical data classification", UTHM, 2012 Supervisor
2011 Supervisor for Siti Khadijah binti Masri, "Sistem pengkelasan barah mulut menggunakan rangkaian neural ", UTHM, 2011 Supervisor
2011 Supervisor for Mohammad Jazmi bin Jamail, "Online Freezer monitoring system", UTHM, 2011 Supervisor
2011 Pengerusi Master Thesis: Abdullah Omar Abdullah Bamatraf (2011): Digital Watermarking Algorithm Using Least Significant Bit Examiner
2011 Internal Examiner for PhD Thesis : Kamaruddin Malik bin Mohamad (2011): FILE CARVING FOR CONTIGUOS AND LINEARLY-FRAGMENTED JPEG IMAGES AND THUMBNAILS USING MYKARVE Examiner
2011 Supervisor for Lim Hong Yi, "UTHM student e-commerce system", UTHM, 2011 Supervisor
2011 Supervisor for Umi Kalsum binti Hassan, PhD, "A New computational Framework to Improve Protein Domain Prediction Using Hybrid Neural Network", UTHM, 2011 Supervisor
2011 Supersivor for Jeyakumar a/l Raja, "Patient Management system batu pahat general hospital", UTHM, 2011 Supervisor
2011 Supervisor for See Pooi Pooi, "e-mag (effective map guidance in UTHM campus based on landmark)", UTHM, 2011 Supervisor
2011 Supervisor for Mohamad Afif bin Mohd Ali, "Pengkelasan kategori pesakit diabetes menggunakan rangkaian neural ", UTHM, 2011 Supervisor
2011 Supervisor for Siti Nasuha binti Masnoon, "Sistem Bantuan Keputusan Pencarian Rumah Sewa dan Rumah Tumpangan secara dalam talian", UTHM, 2011 Supervisor
2010 Supervisor for Abdullah Khan Shah Zullah, PhD, "IMPROVED CUCKOO SEARCH BASED NEURAL NETWORK LEARNING ALGORITHMS FOR DATA CLASSIFICATION", UTHM, 2010 Supervisor
2010 Supervisor for Syed Muhammad Zubair Rehman Gillani, Master by Research, "The development of back propagation neural networks (BPNN) to reduce the effects of vibrations caused by machines ", UTHM, 2010 Supervisor
2010 Supervisor for Lee Kai Sin, Bachelor (Web Based Marks Management System for PSM) , UTHM, 2010 Supervisor
2010 Supervisor for Fadzirah binti Abd Ali, Bachelor (Sistem Bantuan Keputusan Pemilihan Insuran Hayat Berasaskan Web), UTHM, 2010 Supervisor
2010 External Exaiminer for PhD Thesis: TUTUT HERAWAN (2010): ROUGH SET APPROACH FOR CATEGORICAL DATA CLUSTERING Examiner
2010 Supervisor for Norhanisah binti Sahar, Bachelor (Sistem Pengurusan Penjaan soalan Kaji Selidik secara dalam talian) , UTHM, 2010 Supervisor
2010 Supervisor for Masdiana binti Yusof, Bachelor (Sistem Bantuan Keputusan Pemilihan Pakej Umrah Berasaskan Web) , UTHM, 2010 Supervisor
2010 Supervisor for Safa Cinti Harun, "Sistem Temujanji Pemeriksaan Berkala Ibu Hamil Menggunakan SMS", Bachelor (BIT), UTHM, 2010. Supervisor
2010 Supervisor for Khairul Izzat bin Zaini, "E-Driving system for Sepakat Driving School", Bachelor (BIT), UTHM,2010. Supervisor
2010 Supervisor for Nurzafirah binti Mohd Naim, "Interactive System for Learning Neural Networks for Function Approximation", Bachelor (BIT), UTHM, 2010. Supervisor
2010 Supervisor for Syaza Su Aidah bt. Mohd Saad, "E-Research organiser", Bachelor (BIT), UTHM, 2010. Supervisor
2010 Supervisor for Nor Ain binti Rani, "Online Management System for Batu Pahat Muslim Orphanage. ", BIT, UTHM, 2010. Supervisor
2010 Supervisor for Syed Muhammad Zubair Rehman Gillani, Master (The development of back propagation neural networks (BPNN) to reduce the effects of vibrations caused by machines), UTHM, 2010 Supervisor
2010 Supervisor for Nur Hasida binti Mukhtar, "Online Management system for UTHM Industrial Practical Log book", BIT, UTHM, 2010 Supervisor
2010 Supervisor for Wong Siew Khuan, "Syllabus Generator Based on Outcomes-based Education", BIT, UTHM, 2010. Supervisor
2009 External Examiner for Siti Mahfuzoh binti Wasikon (2009): (Master by Research) Hasten Dynamic Frame Slotted Aloha (HDFSA) Algorithm for Fast Identification inn RFID System Examiner
2009 Supervisor for Siti Nursaadah bt Mat Yusoff, Bachelor (Sistem Bantuan Keputusan Penjanaan Soalan Peperiksaan C), UTHM, 2009 Supervisor
2009 Co-Supervisor for Habib Shah, PhD, Universiti Tun Hussein Onn Malaysia, 2009 Supervisor
2009 Co-Supervisor for Norhalina binti Senan, PhD (A Study on Traditional Malay Musical Instruments Sounds Classification System), UTHM, 2009 Supervisor
2009 Co-supervisor for Norhalina Senan, PhD, Universiti Tun Hussein Onn Malaysia (UTHM), 2009 Supervisor
2009 Supervisor for Faiz Maziah binti Katiman, Bachelor (Sistem Pemantauan Penyelenggaraan Kenderaan UTHM), UTHM, 2009 Supervisor
2009 Supervisor for Nor Armiera binti Muhammad, Bachelor (Sistem Bantuan Keputusan Pembelian Motorsikal Baru/Terpakai/Peralatan secara atas talian), UTHM, 2009 Supervisor
2009 Supervisor for Nor Khairani binti Abd Karim, Bachelor (Sistem Bantuan Keputusan Pemilihan Penyelia PSM secara atas talian), UTHM, 2009 Supervisor
2008 Co-Supervisor for Noordiana Kassim, Master (The Development of New STEP-NC Code Generator (GEN-MILL)), UTHM, 2008 Supervisor
2008 Supervisor for Noorhamreeza binti Abdul Hamid, Master (The Development of Data Analyzer for Early Detection of Oil Palm Devastating Fungus), UTHM, 2008 Supervisor
2008 External Examiner for Darena Syahida binti Suib (2008): (Master by Research) Hierarchical Pattern-Based Clustering Algorithm for Grouping Web Transactions Examiner
2008 Assessor for Research Poster/ The Best PSM sempena bulan Siswazah, 2008 Assessor
2003 Supervisor for Wong Suet Li, Bachelor (On-line KUiTTHO Hostel Management System), KUiTTHO, 2003 Supervisor
2003 Supervisor for Khairil Fikri bin Dzulkornain, Bachelor (FTK Inventory system), KUiTTHO, 2003 Supervisor
2003 Supervisor for Meor Shaiful Azuan bin Abu Said, Bachelor (FTK Web Based Laboratory and Equipment Booking System), KUiTTHO, 2003 Supervisor
2003 Supervisor for Muhammad Rufi bin Muhidin, Bachelor (Sistem Online Kelab Bersepadu), KUiTTHO, 2003 Supervisor
2003 Supervisor for Nor Zamira bt. Othman, Bachelor (Sistem Maklumat PNF Kledang secara Online), KUiTTHO, 2003 Supervisor
2003 Supervisor for Cynthia Chung Syn Yuen, Bachelor (On-line Industrial Information System Management in KUiTTHO), KUiTTHO, 2003 Supervisor
2003 Supervisor for Suhaizal Bidin bin Jamaluddin, Bachelor (Sistem Maklumat Pengurusan Tempahan Autoreka Intranet), KUiTTHO, 2003 Supervisor
2003 Supervisor for Sabrina bt. Syed Sultan, Bachelor (Sistem Pengurusan katil hospital), KUiTTHO, 2003 Supervisor
2003 Supervisor for Tey Pei Wei, Bachelor (On-line booking System of Lecture/ Seminar/ Theater/ Examination rooms/ Halls), KUiTTHO, 2003 Supervisor
2003 Supervisor for Fairozmani bt. Sulaiman, Bachelor (On-line Financial Management System for Cyber Cafe), KUiTTHO, 2003 Supervisor
2003 Supervisor for Akmarya Syukairilnisah bt. M. Akhir, Bachelor (On-line Job Application in KUiTTHO), KUiTTHO, 2003 Supervisor
2003 Supervisor for Teo Pei Koon, Bachelor (On-line School Management System), KUiTTHO, 2003 Supervisor
2003 Supervisor for Ramlan bin Palang, Bachelor (Sistem Pengautomasian Pengurusan Komputer), KUiTTHO, 2003 Supervisor
2002 Supervisor for Mohd Hanafi bin Basiran @ Basira, Bachelor (On-line Student Practical Information System), KUiTTHO,2002 Supervisor
2002 Supervisor for Christopher Shim Kai Sheng, Bachelor (Web-Based Knowledge Portal (eKnowledge)), KUiTTHO, 2002 Supervisor
2002 Supervisor for Jenny Law Ngo Ling, Bachelor (Express Bus Ticketing System (EBTic)), KUiTTHO, 2002 Supervisor
2002 Supervisor for Lydia Heng Yew Yen, Bachelor (Taska KUiTTHO Software), KUiTTHO, 2002 Supervisor
2002 Supervisor for Suriya A/L Eh Nop, Bachelor (The development of Web page for Langkawi Tourism), KUiTTHO, 2002 Supervisor
2002 Supervisor for Akmal bin Abdullah, Bachelor (On-line Car Buying and Renting Information system), KUiTTHO, 2002 Supervisor
2002 Supervisor for Fadli bin Bacho, Bachelor (On-line School Library Information System), KUiTTHO, 2002 Supervisor
2002 Supervisor for Jailani bin Abdul Kadir, Bachelor (Online Computer Buyer's Guide), KUiTTHO, 2002 Supervisor
2002 Supervisor for Zainab Bt. Maarof, Bachelor (Sport and Student Unit Management System in KUiTTHO), KUiTTHO,2002 Supervisor

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