Staff Profile
| Full Name | PROF. Dr. NAZRI BIN MOHD NAWI |
|---|---|
| Faculty | FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT |
| Department | JABATAN KEJURUTERAAN PERISIAN |
| Designation | VK7 - PROFESOR |
|
KETUA PUSAT PUSAT PENYELIDIKAN - SOFT COMPUTING & DATA MINING CENTRE 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
| Year | Qualification | Institution |
|---|---|---|
| 2007 | DOKTOR FALSAFAH DATA MINING | SWANSEA UNIVERSITY |
| 2001 | SARJANA SAINS KOMPUTER | UNIVERSITI SAINS MALAYSIA |
| 1997 | SARJANA MUDA SAINS KOMPUTER | UNIVERSITI SAINS MALAYSIA |
Professional Appointments
| VK7 - Profesor |
Management Experience
| Date | Description |
|---|---|
| 01/11/2018 - 31/10/2020 | Ketua Pusat
Fakulti Sains Komputer dan Teknologi Maklumat, Pusat Penyelidikan - Soft Computing & Data Mining Centre |
| 01/12/2017 - 31/10/2018 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat |
| 01/12/2016 - 30/11/2017 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat |
| 01/06/2016 - 30/11/2016 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/06/2016 - 30/11/2016 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/06/2015 - 31/05/2016 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/06/2013 - 31/05/2015 | Dekan
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/01/2012 - 31/12/2013 | Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/07/2011 - 31/12/2011 | Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/08/2009 - 30/06/2011 | Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
| 01/08/2008 - 31/07/2009 | Timbalan Dekan (Akademik & Antarabangsa)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran |
Teaching Experience
| Year | Description | Level |
|---|---|---|
| 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
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 |
| Nazri Mohd Nawi, Siti Khatijah Masri, Noor Azah Samsudin,M.Z. Rehman & Mohd Firdaus Ab Aziz (2017) An Enhancement On Back Propagation Algorithm Using Momentum Variation For Classification Problems , Computational Intelligence Applications Series 1 , UTHM , 1, ISBN: 9789672110606 |
| NAZRI MOHD NAWI, SITI KHATIJAH MASRI, NOOR AZAH SAMSUDIN, M. Z. REHMAN, MOHD FIRDAUS AZIZ (2017) An Enhancement On Back Propagation Algorithm Using Momentum Variation For Classification Problems, Computational Intelligence Applications Series 1, UTHM , 1, ISBN:976-967-2110-60-6 |
| Nazri Mohd Nazwi, Nur Zafirah Mohd Naim, Noor Azah Samsudin, Mohd Amin Mohd Yunos (2017) E-Pembelajaran Rngkaian Neural Bagi Masalah Penghampiran Fungsi, Aplikasi Sistem Pintar Siri 1, UTHM , 98, ISBN:9789672110729 |
| Nazri Mohd Nawi, Mohd Afif Mohd Ali, Noor Azah Samsudin, Mohd Amin Mohd Yunus (2017) Pengkelasan Kategori Diabetes Menggunakan Pendekatan Rangkaian Neural, Aplikasi Sistem Pintar Siri 1, UTHM , 86, ISBN:9789672110729 |
| Nazri Mohd Nawi, Sharifah Hasnadia Sareh Hassan, Noor Azah Samsudin, Mohd Amin Mohd Yunus (2017) Pengkelasan Simptom Penyakit Buah Pinggang Menggunakan Pendekatan Rangkaian Neural, Aplikasi Sistem Pintar Siri 1, UTHM , 112, ISBN:9789672110729 |
| Abdullah Khan, Shaikh Mohd Ashraf, Nazri Mohd Nawi, Zubair Rehman (2016) An Accelerated Particle Swarm Optimization Back Propagation Neural Network Algorithm, Decision Making And Optimization In Recent Ict Applications, UTHM , 77, ISBN:9789670764672 |
| Nazri Mohd Nawi, Abdullah Khan, M.Z. Rehman (2016) Studying The Effect Of Back Propagation Based Cuckoo Search On Data Classification, Decision Making And Optimization In Recent Ict Applications, UTHM , 97, ISBN:9789670764672 |
| MOHD NAJIB MOHD SALLEH, NAZRI MOHD NAWI AND ROZAIDA GHAZALI (2011) Uncertainty Analysis Using Fuzzy Sets For Decision Support System, Efficient Decision Support Systems - Practice And Challenges In Multidisciplinary Domains, INTECH , 273, ISBN:9789533074412 |
| Mohamad Yusof Yakob,Nazri Mohd Nawi (2008) Sistem Pinjaman Peralatan Sukan Pusat Sukan Universiti Tun Hussein Onn Malaysia, Tajuk-Tajuk Pilihan Dalam Teknologi Maklumat, UTHM , 24, ISBN:9789672216650 |
| Journal |
| Nazri Mohd Nawi, Noor Haliza Mohamed Saufi, Avon Budiyono, Norhamreeza Abdul Hamid, Muhammad Zubair Rehman, Azizul Azhar Ramli (2018) An Improved Back Propagation Learning Algorithm Using Second Order Methods With Gain Parameter, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 11, 11, ISSN:2229838X |
| Suhaeri Suhaeri, Nazri Mohd Nawi, Muhamad Fathurahman (2018) Early Detection Of Dengue Disease Using Extreme Learning Machine, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, International Journal on Advanced Science, Engineering and Information Technology , 10, 2219, ISSN:20885334 |
| Sundas Naqeeb Khan, Nazri Mohd Nawi, R Wahjoe Witjaksono, Norhamreeza Abdul Hamid, Asim Shahzad, Arif Ullah, Atta-ur Rahman (2018) Measuring The Bdarx Architecture By Agent Oriented System: A Case Study, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 11, 1, ISSN:2229838X |
| Sundas Naqeeb Khan, Nazri Mohd Nawi, Mahmud Imrona, Asim Shahzad, Arif Ullah, Atta-ur- Rahman (2018) Opinion Mining Summarization And Automation Process: A Survey, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, International Journal on Advanced Science, Engineering and Information Technology , 10, 1836, ISSN:20885334 |
| Muhammad Hijrah bin Abd Kadir, Raja Zuraidah binti Raja Mohd Rasi, Siti Sarah binti Omar, Md Fauzi bin Ahmad, Nazri bin Mohd Nawi, Zariq Imran bin Abdul Manap, Baharundin Saguna (2018) Researcher?S Perspectives On Halal Supply Chain Management: Definition And Methodology , ADVANCED SCIENCE LETTERS, American Scientific Publications , 6, 3292, ISSN:19366612 |
| Mohd Amin Mohd Yunus, Muhammad Zainulariff Brohan, Nazri Mohd Nawi, Ely Salwana Mat Surin, Nurhakimah Azwani Md Najib, Chan Wei Liang (2018) Review Of Sql Injection : Problems And Prevention, JOIV : INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, Information Technology Department Politeknik Negeri Padang, Indonesia , 6, 215, ISSN:25499610 |
| Arif Ullah, Nazri Mohd Nawi, Edi Sutoyo, Asim Shazad, Sundas Naqeeb Khan, Muhammad Aamir (2018) Search Engine Optimization Algorithms For Page Ranking: Comparative Study, INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, UTHM , 11, 19, ISSN:2229838X |
| Asim Shahzad, Nazri Mohd Nawi, Edi Sutoyo, Muhammad Naeem, Arif Ullah, Sundas Naqeeb, Muhammad Aamir (2018) Search Engine Optimization Techniques For Malaysian University Websites: A Comparative Analysis On Google And Bing Search Engine, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, International Journal on Advanced Science, Engineering and Information Technology , 10, 1262, ISSN:20885334 |
| Ramli, A.A., Kasim, S., Fudzee, Mohd.F.Md., Mohd Nawi, N., Mahdin, H.a, Watada, J. (2017) A Revisited Convex Hull-Based Fuzzy Linear Regression Model For Dynamic Fuzzy Healthcare Data, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, Faculty of Electronic and Computer Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) , 6, 49, ISSN:22898131 |
| Arif Ullah, Nazri Mohd Nawi, Asim Shahzad , Sundas Naqeeb Khan, Muhammad Aamir (2017) An E-Learning System In Malaysia Based On Green Computing And Energy Level, INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, joiv , 12, 184, ISSN:2549-9610 |
| Nazri Mohd Nawi, Noorhamreeza Abdul Hamid , Noor Azah Samsudin , Zawati Harun , Mohd Firdaus Ab Aziz , Azizul Azhar Ramli (2017) Cause And Effect Prediction In Manufacturing Process Using An Improved Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT - Indonesian Society for Knowledge and Human Development , 4, 2027, ISSN:20885334 |
| Nawi N.M., Zaidi N.M., Hamid N.A., Rehman M.Z., Ramli A.A., Kasim S. (2017) Optimal Parameter Selection Using Three-Term Back Propagation Algorithm For Data Classification, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, Insight Society , 1, 1528, ISSN:20885334 |
| Nazri Mohd Nawi, Noorhamreeza Abdul Hamid, Noor Azah Samsudin, Mohd Amin Mohd Yunus, Mohamad Firdaus Ab. Aziz (2017) Second Order Learning Algorithm For Back Propagation Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT , 10, 1162, ISSN:20885334 |
| Mohd Amin Mohd Yunus, Sonniaa K.V. Gopala Krishnan, Nazri Mohd Nawi, Ely Salwana Mat Surin (2017) Study On Database Management System Security Issues, INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, joiv , 12, 192, ISSN:25499610 |
| 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 , 1, 770, ISSN:20885334 |
| Asim Shahzad, Nazri Mohd Nawi, Norhamreeza Abd Hamid, Sundas Naqeeb Khan,Muhammad Aamir, Arif Ullah, Salfarina Abdullah (2017) The Impact Of Search Engine Optimization On The Visibility Of Research Paper And Citations, INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, joiv , 12, 195, ISSN:2549-9610 |
| 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 |
| Nawi N.M., Rehman M.Z., Hafifie N., Khan A., Siming I.A. (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 , 14048, ISSN:18196608 |
| 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 |
| Nawi N.M., Shahuddin S.L., Rehman M.Z., Khan A. (2016) Enhancing The Cuckoo Search With Levy Flight Through Population Estimation, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network , 11, 13232, ISSN:18196608 |
| 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 |
| Nawi N.M., Khan A., Firdaus N., Rehman M.Z., Siming I.A. (2016) Wcbp: A New Water Cycle Based Back Propagation Algorithm For Data Classification, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network , 14132, ISSN:18196608 |
| 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 |
| Nawi N.M., Khan A., Rehman M.Z. (2013) Cslm: Levenberg Marquardt Based Back Propagation Algorithm Optimized With Cuckoo Search, JOURNAL OF ICT RESEARCH AND APPLICATIONS, Institute for Research and Community Services, Institut Teknologi Bandung , 103, ISSN:23375787 |
| Abdul Hamid N., Mohd Nawi N., Ghazali R., Mohd Salleh M.N. (2011) Accelerating Learning Performance Of Back Propagation Algorithm By Using Adaptive Gain Together With Adaptive Momentum And Adaptive Learning Rate On Classification Problems, COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, SPRINGER , 4, 559, ISSN:18650929 |
| Prosiding / Seminar |
| Adeleke A.O., Samsudin N.A., Mustapha A., Nawi N.M. (2018) A Group-Based Feature Selection Approach To Improve Classification Of Holy Quran Verses, SPRINGER VERLAG , 282, ISBN:978-331972549-9 |
| CIK SRI MAZZURA BINTI MUHAMMAD BASRI, NAZRI MOHD NAWI, MUSTAFA MAMAT, NORHAMREEZA ABDUL HAMID (2018) Rmil/Ag: A New Class Of Nonlinear Conjugate Gradient For Training Back Propagation Algorithm, SPRINGER INTERNATIONAL PUBLISHING , 200, ISBN:9783319725499 |
| Rasyidah, Nazri Mohd Nawi, Riswan Efendi (2018) Rough-Regression Model For Investigating Product Attributes And Purchase Decision, IEEE EXPLORE , 264, ISBN:9781538669921 |
| 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:978-331951279-2 |
| 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 |
| Nawi N.M., Rehman M.Z., Hamid N.A., Khan A., Naseem R., Uddin J. (2016) Optimizing Weights In Elman Recurrent Neural Networks With Wolf Search Algorithm, SPRINGER VERLAG , 11, ISBN:978-331951279-2 |
| 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
| Year | Description | Level |
|---|---|---|
| 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
| Year | Description | Role |
|---|---|---|
| 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 |