Staff Profile
Full Name | PROF. MADYA Dr. MOHD NAJIB BIN MOHD SALLEH |
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Faculty | FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT |
Department | JABATAN KEJURUTERAAN PERISIAN |
Designation | DS53 - PENSYARAH SANJUNG |
PENYELIDIK UTAMA COMPUTATIONAL INTELLIGENCE & DATA ANALYTICS (CIDA) FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT |
Field of Expertise
Field Category (KPT) | INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT) |
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Field (KPT) | Artificial Intelligence |
Field of Specialization (KPT) | Decision Support System |
Areas of Research Interest
1. | Kecerdasan buatan |
2. | Sistem Bantuan keputusan dan Perlombongan data |
Innovation Field of Interest
1. | Pembangunan Kecerdasan buatan dalam perisian aplikasi |
Academic Qualification
Year | Qualification | Institution |
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2008 | DOKTOR FALSAFAH SAINS KOMPUTER | UNIVERSITY OF LA ROCHELLE (ULR), FRANCE |
2000 | SARJANA SAINS KOMPUTER | UNIVERSITI TEKNOLOGI MALAYSIA |
1998 | SARJANA MUDA SAINS KOMPUTER | UNIVERSITI PERTANIAN MALAYSIA |
Professional Appointments
DS53 - Pensyarah Sanjung |
Management Experience
Date | Description |
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25/04/2021 - 31/12/2022 | Penyelidik Utama
Fakulti Sains Komputer dan Teknologi Maklumat, Computational Intelligence & Data Analytics (CIDA) |
01/08/2019 - 31/07/2020 | Pengurus
Teaching Factory, Centre For Technology (Information Technology Computing) |
01/08/2018 - 31/07/2019 | Pengurus
Teaching Factory, Centre For Technology (Information Technology Computing) |
16/02/2017 - 15/02/2018 | Pengarah
Pusat Inovasi dan Pengkomersilan |
16/02/2015 - 15/02/2017 | Dekan
Pejabat Pengurusan Penyelidikan, Perundingan, Pengkomersilan & Inovasi, Pusat Inovasi, Pengkomersilan Dan Perundingan (ICC) |
01/03/2014 - 28/02/2015 | Timbalan Dekan
Pejabat Pengurusan Penyelidikan, Perundingan, Pengkomersilan & Inovasi, Pusat Inovasi, Pengkomersilan Dan Perundingan (ICC) |
01/03/2012 - 28/02/2014 | Timbalan Dekan
Pejabat Pengurusan Penyelidikan, Perundingan, Pengkomersilan & Inovasi, Pusat Inovasi, Pengkomersilan Dan Perundingan (ICC) |
02/01/2012 - 31/12/2013 | Ketua Jabatan
Fakulti Sains Komputer dan Teknologi Maklumat, Jabatan Kejuruteraan Perisian |
01/01/2009 - 31/12/2010 | Ketua Pusat
Fakulti Sains Komputer dan Teknologi Maklumat, Pusat Perisian Dan Multimedia (SMC) |
01/09/2002 - 31/08/2004 | Ketua Jabatan
Fakulti Teknologi Kejuruteraan (Lama), Jabatan Teknologi Maklumat dan Multimedia |
Professional Societies
Year | Description | Role | Level |
---|---|---|---|
02/08/2011 - 31/12/2011 | Institute of Electrical and Electronics Engineers (IEEE)
| Member | Antarabangsa |
01/01/2016 - 31/12/2016 | Innovation and Technology Managers Association (ITMA)
| Ahli | Antarabangsa |
01/01/2016 - 31/12/2017 | Institute of Electrical and Electronics Engineers (IEEE)
| Ahli | Antarabangsa |
01/01/2015 - 31/12/2015 | Institute of Electrical and Electronics Engineers (IEEE)
| AHLI | Kebangsaan |
Teaching Experience
Year | Description | Level |
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2019 | Decision Support System (BIT30303), Sesi 20182019 Semester 2, Universiti Tun Hussein Onn Malaysia, 2019 | University |
2019 | Decision Support System (BIT30303), Sesi 20192020 Semester 1, Universiti Tun Hussein Onn Malaysia, 2019 | University |
2018 | Decision Support System [BT30303], Sesi 20172018 Semester 2, Universiti Tun Hussein Onn Malaysia, 2018 | University |
2018 | Pengaturcaraan Komputer [BIT10303], sesi 20172018 Semester 2, Universiti Tun Hussein Onn Malaysia, 2018 | University |
2018 | Pembangunan Sistem Fuzzy [BIT33703], Sesi 20182019 Semester 1, Universiti Tun Hussein Onn Malaysia | University |
2017 | Sistem Membuat Keputusan [BIT30303], Sesi 2016/2017 Semester 2, Universiti Tun Hussein Onn Malaysia, 2017 | University |
2017 | Pembangunan Sistem Fuzzy [BIT33703], sesi 2017/2018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017 | University |
2016 | Fuzzy Development System{BIT33703], sesi 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016 | University |
2016 | Decision Support System [BIT30303], Sesi 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia 2016 | University |
2015 | Decision Support System [BIT30303] Sesi 20142015, Semester 2, UTHM 2015 | University |
2015 | Management Information System [BIT30803], Sesi 20152016, Semester 1, UTHM 2015 | University |
2014 | Decision Support System [BIT30303], sesi 20132014 Semester 2, UTHM, 2014 | University |
2014 | Data Mining [BIT33603], Sesi 20142015 Semester 1, UTHM 2014 | University |
2013 | Data Mining [BIT33603], sesi 20122013 Semester 2, universiti Tun Hussein Onn Malaysia, 2013 | University |
2013 | Decision Support System [BIT30303], Sesi 20122013 Semester 2, UTHM 2013 | University |
2012 | Data Mining [BIT3363], sesi 20122013 semester 1, Universiti Tun Hussein Onn Malaysia, 2012 | University |
2012 | Research Methodology (BIT3343), Sesi 2011/2012 Semester 2, Universiti Tun Hussein Onn Malaysia, 2012 | University |
2011 | Data Structure (BIT10703) Sesi 20102011 Semester 2, Universiti Tun Hussein Onn Malaysia, 2011 | University |
2011 | Research Methodology (BIT3343) Sesi 20112012 Semester 1, Universiti Tun Hussein Onn Malaysia, 2011 | University |
2010 | Struktur Diskrit (BIT1113), Sesi 20092010 Semester 2, Universiti Tun Hussein Onn Malaysia, 2010 | University |
2009 | Struktur Diskrit (BIT1113), Sesi 20092010, Semester 2, Universiti Tun Hussein Onn Malaysia, 2009. | University |
2009 | Pengaturcaraan Web (DIT3243), Sesi 20092010 Semester 1, Universiti Tun Hussein Onn Malaysia, 2009. | University |
2009 | Pengaturcaraan C (BIT1033), Sesi 20092010 Semester 1, Universiti Tun Hussein Onn Malaysia, 2009 | University |
2008 | Pengaturcaraan Web (BIT3153), Sesi 20082009, Semester 1, Universiti Tun Hussein Onn Malaysia, 2008. | University |
2008 | Struktur Diskrit (BIT1113), Sesi 20082009, Semester 2, Universiti Tun Hussein Onn Malaysia, 2008. | University |
2003 | Pengaturcaraan Berorientasikan Objek (BTI2663), Sesi 20032004, Semester 1, Universiti Tun Hussein Onn Malaysia, 2003. | University |
2003 | Pengaturcraan Berorientasikan Objek (BTI3163), Sesi 20032004, Semester 1, Universiti Tun Hussein Onn Malaysia, 2003. | University |
2002 | Sistem Maklumat Kewangan dan Kawalan (BTI1053), Sesi 20022003, Semester 2, Universiti Tun Hussein Onn Malaysia, 2002. | University |
2002 | Pengaturcaraan C (BTI1022), Sesi 20022003, Semester 1, Universiti Tun Hussein Onn Malaysia, 2002 | University |
Research Grants And Contracts
Publications
Book Chapters |
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Syahizul Amri Dzulkifli, Mohd najib Mohd Salleh (2019) A Modified Weighted Support Vector Machine With Boosting Algorithm For Misclassified Data, Computational Intelligence Applications 2nd Series, UTHM , 13, ISBN:9789672306047 |
Amy Rosshaida Zainal, Mohd Naji Mohd Salleh (2019) Feature Extraction And Classification Of Mushroom Using Data Mining Techniques, Computational Intelligence Applications 2nd Series, UTHM , 23, ISBN:9789672306047 |
Noureen Talpur, Mohd Najib Mohd Salleh, Kashif Hussain (2019) Improved Structure Of Anfis For Classification Problem, Computational Intelligence Applications 2nd Series, UTHM , 1, ISBN:9789672306047 |
MOHD NAJIB MOHD SALLEH, NOUREEN TALPUR , KASHIF HUSSAIN TALPUR (2018) A Modified Neuro-Fuzzy System Using Meta-Heuristic Approaches For Data Classification, Artificial Intelligence, Intech Open Access , 29, ISBN:9781789233 |
Nurul Ashikin Samat, Mohd Najib MOhd Salleh, Mohd Amin Mohd Yunus (2018) Comparative Study Of Sentiment Analysis On Amazon Reviews Data Set Using Weka, Artificial Intelligent, UTHM , 7, ISBN:9789672216582 |
Mohd Najib Mohd Salleh, Noureen Talpur, Kashif Hussein & Nurul Ashikin Samat (2017) Adaptive Neuro-Fuzzy Inference System Using Different Clustering Approaches, Computational Intelligence Applications Series 1 , UTHM , 11, ISBN:9789672110606 |
Mohd Najib Mohd Salleh, Nureize Arbaiy, Lau Chew Ying,Yu Shin Shuen & Yap Xin Ting (2017) Fuzzy Water Sprinkler System For Oil Palm Nursery, Computational Intelligence Applications Series 1 , UTHM , 17, ISBN:9789672110606 |
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 |
Journal |
Nuhu Yusuf, Mohd Amin Mohd Yunus, Norfaradilla Wahida, Aida Mustapha, Mohd. Najib Mohd. Salleh (2021) A Survey Of Query Expansion Methods To Improve Relevant Search Engine Results, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY (IJASEIT), PUBLISHED BY INSIGHT - INDONESIAN SOCIETY FOR KNOWLEDGE AND HUMAN DEVELOPMENT , 8, 1352, ISSN:20885334 |
Mohd Amin Mohd Yunus, Mohd Najib Mohd Salleh, Muharman Lubis, Nurul Aswa Omar, Aida Mustapha (2020) Translating Quran Verses Result Using Indexed References, ACADEMIA OF INFORMATION COMPUTING RESEARCH, EXCELLIGENT ACADEMIA , 5, 10, ISSN:27166465 |
Haseeb Ali, Mohd Najib Mohd Salleh, Kashif Hussain, Arshad Ahmad, Ayaz Ullah, Arshad Muhammad, Rashid Naseem, Muzammil Khan (2019) A Review On Data Preprocessing Methods For Class Imbalance Problem, INTERNATIONAL JOURNAL OF ENGINEERING &TECHNOLOGY, Science Publishing Corporation Inc. , 9, 390, ISSN:2227524X |
Wan Nor Liyana Wan Hassan Ibeni, Mohd Zaki Mohd Salikon, Aida Mustapha, Saiful Adli Daud, Mohd Najib Mohd Salleh (2019) Comparative Analysis On Bayesian Classification For Breast Cancer Problem, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, BEEI , 1303, ISSN:23029285 |
H Ali, MNM Salleh, R Saedudin, K Hussain, MF Mushtaq (2019) Imbalance Class Problems In Data Mining: A Review, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 6, 1560, ISSN:25024752 |
Haseeb Ali, Mohd Najib Mohd Salleh, Kashif Hussain (2019) Improved Adaptive Semi-Unsupervised Weighted Oversampling Using Sparsity Factor For Imbalanced Data Sets, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS (IJACSA), THE SCIENCE AND INFORMATION (SAI) ORGANIZATION , 12, 372, ISSN:2158107X |
Kashif Hussain, Mohd Najib Mohd Salleh, Shi Cheng, Yuhui Shi (2018) Meta-Heuristic Research: A Comprehensive Survey, ARTIFICIAL INTELLIGENCE REVIEW, Springer Netherlands , 1, 1, ISSN:15737462 |
Kashif HussainMohd Najib Mohd Salleh,Shi ChengYuhui Shi (2018) On The Exploration And Exploitation In Popular Swarm-Based Metaheuristic Algorithms, NEURAL COMPUTING AND APPLICATIONS, Springer London , 7, 1, ISSN:09410643 |
Kashif Hussain, Mohd Najib Mohd Salleh, Yuli Adam Prasetyo, Shi Cheng (2018) Personal Best Cuckoo Search Algorithm For Global Optimization, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT - Indonesian Society for Knowledge and Human Development , 1, 1209, ISSN:20885334 |
Kashif Hussain, Mohd Najib Mohd Salleh, Shi Cheng, Rashid Naseem (2017) Common Benchmark Functions For Metaheuristic Evaluation: A Review, NTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION, Information Technology Department Politeknik Negeri Padang, Indonesia , 11, 218, ISSN:2549-9610 |
Mohd Najib Mohd Salleh, Kashif Hussain (2017) Optimization Of Fuzzy Neural Networks Using Mine Blast Algorithm For Classification Problem, TRANSACTIONS ON MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE, Society for Science and Education , 9, 1, ISSN:20547390 |
Mohd Najib Mohd Salleh and Kashif Hussain (2016) A Review Of Training Methods Of Anfis For Applications In Business And Economics, INTERNATIONAL JOURNAL OF U- AND E- SERVICE, SCIENCE AND TECHNOLOGY, Science & Engineering Research Support Society (SERSC) , 6, 165, ISSN:20054246 |
Kashif Hussain, Mohd Najib Mohd Salleh (2016) Accelerated Mine Blast Algorithm For Anfis Training For Solving Classification Problems, INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND ITS APPLICATION, Science & Engineering Research Support Society (SERSC) , 1, 161, ISSN:1738-9984 |
Abdul Mutalib Leman, K.A. Rahman, M.N.M. Salleh, Ishak Baba, L.S.C. Johnson, Dafit Feriyanto, Siti Nur Hidayah Muhamad, Siti Nur Hidayah Kassim (2016) Development Of Inter Agency Information System For Flood Catastrophic Preparedness In Malaysia, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asean Research Publishing Network (ARPN) , 7, 8733, ISSN:18196608 |
Mohd Najib Mohd Salleh, Kashif Hussain (2015) Analysis Of Techniques For Anfis Rule-Base Minimization And Accuracy Maximization, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network , 11, 9739, ISSN:1819-6609 |
Abdul Halim Omar dan Mohd Najib Mohd Salleh (2013) Modeling Unstructured Document Using N-Gram Consecutive And Wordnet Dictionary, INTERNATIONAL JOURNAL OF COMPUTER SCIENCE ISSUES, International Journal of Computer Science Issues , 3, 496, ISSN:1694-0784 |
Bamatraf, A., Ibrahim, R., Mohd Salehh, M.N. (2011) A New Digital Watermarking Algorithm Using Combination Of Least Significant Bit (Lsb) And Inverse Bit, INTERNATIONAL JOURNAL OF COMPUTING, Journal of Computing , 4, 1, ISSN:21519617 |
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 |
Yusuf N., Yunus M.A.M., Wahid N., Salleh M.N.M. (2021) A Statistical Linguistic Terms Interrelationship Approach To Query Expansion Based On Terms Selection Value, SPRINGER, CHAM , 234, ISBN:9783030691424 |
Yusuf N., Yunus M.A.M., Wahid N., Salleh M.N.M., Mustapha A. (2021) A Terms Interrelationship Approach To Query Expansion Based On Terms Selection, SPRINGER, CHAM , 1209, ISBN:9783030707125 |
Syarizul Amri Mohd Dzulkifli, Mohd. Najib Mohd. Salleh, Ida Aryanie Bahrudin (2020) A Comparison Of Weighted Support Vector Machine (Wsvm), One-Step Wsvm (Owsvm) And Iteratively Wsvm (Iwsvm) For Mislabeled Data, SPRINGER NATURE SWITZERLAND AG , 460, ISBN:9783030360 |
Kashif Hussain, William Zhu, Mohd Najib Mohd Salleh, Haseeb Ali, Noreen Talpur, Rashid Naseem (2020) Enhanced Bat Algorithm For Solving Non-Convex Economic Dispatch Problem, SPRINGER NATURE SWITZERLAND AG , 419, ISBN:9783030360 |
Nurul Ashikin Samat, Mohd Najib Mohd Salleh, Haseeb Ali (2020) The Comparison Of Pooling Functions In Convolutional Neural Network For Sentiment Analysis Task, SPRINGER NATURE SWITZERLAND AG , 202, ISBN:9783030360 |
Mohd Najib Mohd Salleh, Kashif Hussain and Noreen Talpur (2019) A Divide-And-Conquer Strategy For Adaptive Neuro-Fuzzy Inference System Learning Using Metaheuristic Algorithm, SPRINGER NATURE SINGAPORE PTE LTD. , 205, ISBN:9789811360 |
Mohd Najib Mohd Salleh, Norlida Hassan, Kashif Hussain, Noreen Talpur, Shi Cheng (2019) Modified Adaptive Neuro-Fuzzy Inference System Trained By Scoutless Artificial Bee Colony, SPRINGER INTERNATIONAL PUBLISHING , 411, ISBN:9783030034054 |
Noreen Talpur, Mohd Najib Mohd Salleh, Kashif Hussain,Haseeb Ali (2018) Modified Anfis With Less Model Complexity For Classification Problems, SPRINGER CHAM , 36, ISBN:9783030033019 |
MOHD NAJIB MOHD SALLEH, NURUL ASHIKIN SAMAT (2017) A Pragmatic Approach Of Data Imputation Using Fuzzy-Based Swarm For Heart Disease Classification, ATLANTIS PRESS , 303, ISBN:978946252312 |
Noreen Talpur, Mohd Najib Mohd Salleh, and Kashif Hussain (2017) Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, And Solutions, Springer, Cham , 527, ISBN:978-331961844-9 |
Mohd Najib Mohd Salleh, Nurul Ashikin Samat (2017) An Imputation For Missing Data Features Based On Fuzzy Swarm Approach In Heart Disease Classification, Springer International Publishing , 285, ISBN:978-331961832-6 |
Kashif Hussain, Mohd Najib Mohd Salleh, Shi Cheng, and Yuhui Shi (2017) Comparative Analysis Of Swarm-Based Metaheuristic Algorithms On Benchmark Functions, Springer International Publishing , 3, ISBN:978-331961823-4 |
Syarizul Amri Dzulkifli, Mohd Najib Mohd Salleh and A.M. Leman (2017) Customer And Performance Rating In Qfd Using Svm Classification, AIP Publisher , 20, ISBN:978-073541565-2 |
Rahman K.A., Hariri A., Leman A.M., Yusof M.Z.M., Najib M.N.M. (2017) Energy Consumption In Residential Building: The Effect Of Appliances And Human Behaviour, American Institute of Physics Inc. , 020018-1, ISBN:9780735414990 |
Mohd Najib Mohd Salleh, Nurul Ashikin Samat (2017) Fcmpso: An Imputation For Missing Data Features In Heart Disease Classification, IOP Publishing , 1, ISBN:17578981 |
Supaat Zakaria, A.M. Leman, Dafit Faryanto, Azmarini A. Nazri, N.M. sunar, Mohd Najib Mohd Salleh (2016) A Burner Characteristics For Activated Carbon Production , EDP Sciences , 1 , ISBN:1961-9502 |
Mohd Najib Mohd Salleh, Nurul Ashikin Asmat (2016) A Study Of Data Imputation Using Fuzzy C-Means With Particle Swarm Optimization, Springer , ISBN:- |
K.A Rahman, A.M Leman, M. Faris Mubin, M.Z.M Yusof, Azian Hariri, and M.N.M Salleh (2016) Energy Consumption Analysis Based On Energy Efficiency Approach: A Case Of Suburban Area, EDP Sciences , 1, ISBN:2261-236X |
Mohd Najib Mohd Salleh, Kashif Hussain Talpur (2016) Optimization Of Anfis Using Articial Bee Colony Algorithm For Classication Of Malaysian Smes, Springer , ISBN:- |
Abdul Mutalib Leman (2015) The Development Of Energy Efficiency Estimation System (Eees) For Sustainable Development: A Proposed Study, Elsevier , ISBN:DOI: 10.1016/j.egy |
AO Ibrahim, SM Shamsuddin, NB Ahmad, Mohd Najib M Salleh (2014) Hybrid Nsga-Ii Of Three-Term Backpropagation Network For Multiclass Classification Problems, IEEE Xplore , ISBN:9 781479 943913 |
Mohd Najib Mohd Salleh (2014) Improving Weighted Fuzzy Decision Tree For Uncertain Data Classification, Springer International Publishing , ISBN:978-3-319-07692-8 |
W. Nor Haizan W. Mohamed, Mohd Najib Mohd Salleh dan Abdul Halim Omar (2012) A Comparative Study Of Reduced Error Pruning Method In Decision Tree Algorithms , IEEE , 392 , ISBN:978-1-4673-31418 |
Wan Nor Haizan Wan Mohamed (2012) A Comparative Study Of Reduced Error Pruning Method In Decision Tree Algorithms, IEEE Xplore Digital Library |
Mohd Najib Bin Mohd Salleh (2012) A New Fuzzy Approach Decision Support System For Crop Selection, IEEE Malaysia Joint Chapter |
Mohd Najib Bin Mohd Salleh (2012) Integrating Spatial Decision Support System With Graph Mining Technique, Communication in Computer and Information Science |
Mohd Najib Bin Mohd Salleh (2010) Dealing With Uncertainty In Incomplete Information Using Fuzzy Modeling Technique |
Mohd Najib Bin Mohd Salleh (2010) Enhanced Active Learning In Developing Highly Interpretable Decision Support System |
Mohd Najib Bin Mohd Salleh (2009) Fuzzy Representation In Incomplete Information For Planting Material |
Mohd Najib Bin Mohd Salleh (2009) Incomplete Information Of Decision Support System For Planting Material Selection |
Mohd Najib Bin Mohd Salleh (2009) The Design Of Payment Model For Financial Transaction Using Mykad |
Mohd Najib Bin Mohd Salleh (2007) Induction Learning Of Incomplete Data For Planting Material Selection |
Dr Mohd Najib bin Mohd Salleh, Dr. Mohd Saifullah bin Rusiman (2005) The Effective Prediction Modeling In Oil Palm Industry Using Data Mining, Institut Teknologi Bandung (ITB) , -, ISBN:- |
Supervision
Year | Description | Role |
---|---|---|
2019 | Examiner for PhD Thesis: Muhammad Ammar Shafi (2019): Two Stages Hybrid Model of Fuzzy Linear Regression with Support Vector Machine for Colorectal Cancer | Examiner |
2019 | External Examiner for Fatin Shahirah Zulkepli, Master, Universiti Teknologi Malaysia, Jun 2019 | External Examiner |
2019 | External Examiner for Nurhaziyatul Adawiyah Binti Yahya, Master, Universiti Teknologi Malaysia, January 2019 | External Examiner |
2019 | External Examiner for Alvin Soo Chun Kit, Master, Universiti Teknologi Malaysia, September 2019 | External Examiner |
2018 | External Examiner for Nurull Qurraisya Nadiyya Bt Abd.Kadir, PhD UTM, Forecasting Crude Oill Price using Modified Empirical Wavelet Transform with FCM Clustering | External Examiner |
2018 | Examiner for UTM Master Thesis (2018): Combining GMDH Using ABC Algorithm for Time Series Forecasting | Examiner |
2017 | Chairperson Master Viva, Attika Ahmed, UTHM, 2017 | Referee |
2017 | Chairperson PhD Viva, Abdul Kadir Hassan Dasina, UTHM, 2017 | Referee |
2017 | External Examiner for Nor Ezzati, Master, Universiti Teknologi Malaysia, Oktober 2017 | External Examiner |
2017 | Chairperson PhD Viva, Lasisi Ayodele Nojeem, UTHM, 2017 | Referee |
2017 | Examiner for PhD Thesis: Nurul Azwa bt Omar: Hybrid Semantic Similarity for Multiple Ontologies | Examiner |
2017 | Assessor for UTHM TRGS and Contract Grant, 2017 | Assessor |
2017 | External Examiner for Muhamad Faiz Dzulkalnine, PhD, Universiti Teknologi Malaysia, 2017 | External Examiner |
2017 | External Examiner for Mohd Firdaus Abd Aziz, Phd Universiti Teknologi Malaysia, Jun 2017 | External Examiner |
2016 | Referee Karnival Sains Sekolah Sains Batu Pahat, Kategori Sains, April 2016 | Referee |
2016 | External Examiner for Muhamad Firdaus Abd.Aziz, PhD, Universiti Teknologi Malaysia, Dis 2016 | External Examiner |
2016 | External Examiner for Siti Fairuz Abdullah, Master, UTeM, Sept 2016 | External Examiner |
2016 | Assessor for An International Science and Engineering Journal, 2016 | Assessor |
2016 | Reviewer for Arabian Journal of Science and Engineering, 2016 | Assessor |
2016 | Reviewer for International Journal of Uncertainty, Fuziness and Knowledge-Based Systems | Assessor |
2016 | Reviewer & Committe Member for AISC 2016 Conference at Shenzhen, China | Assessor |
2015 | Supervisor for Kashif Hussain Talipur, PhD, Universiti Tun Hussein Onn Malaysia, 2016 | Supervisor |
2015 | Supervisor for Ashikin Samat, Master, Universiti Tun Hussein Onn Malaysia, 2015 | Supervisor |
2015 | Supervisor for Liyana Harris Teoh, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Supervisor for Noor Sazwani Supardi, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Supervisor for Hazwani Nabila Hussin, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Supervisor for Mazliana Ab Rahman, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Supervisor for Noor Atika Mohd Adnan, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Supervisor for Nur Ain Bt Tol, Sarjana Muda, UTHM, 2015 | Supervisor |
2015 | Reviewer for Third National Conference on Engineering Technology (NCET) 2015 | Assessor |
2015 | Assessor of International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems | Assessor |
2015 | Assessor for Computer Science and Information Technology, Horizon Research Publishing, 2015 | Assessor |
2015 | Reviewer for Arabian Journal for Science and Engineering (AJSE), 2015 | Assessor |
2015 | Examiner for Thesis:Einas Almarghni Moh Azzoubi (2015): An Enchancement Algorithm using Gabor Filter for Fingerprint Recognition | Examiner |
2015 | External Examiner for Kamaludden Magaji Doka, Master, UNISZA, 2015 | External Examiner |
2015 | External examiner for Salisu Yusuf Muhamad, Master, UNISZA, November 2015 | External Examiner |
2015 | External Examiner for Ebrahim Akbari, PhD, Universiti Teknologi Malaysia, Oct 2015 | External Examiner |
2015 | External Examiner for Marina Omar, Master, UTM, 2015 | External Examiner |
2015 | External Examiner for Syazwa Mad Jais, Master, Universiti Teknologi Malaysia, 2015 | External Examiner |
2015 | International Cultural, Science and Educational Festival, Muar Science Secondary School, Aug 2015 | Referee |
2014 | Examiner for PhD Thesis:Muhamad Imran (2014) : Content-based Image Retreival Through PSO,SVM and GA with Relevance Feedback | Examiner |
2014 | External Examiner for Robiah Binti Ariffin, Master, UNISZA, Oct 2014 | External Examiner |
2014 | Examiner for PhD Thesis: Abdullah Khan (2014) : Improved Cuckoo Search based Neural Network Learning for Data Classification | Examiner |
2013 | Supervisor for Ng Pei Yeuan, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2013 | Supervisor |
2013 | Supervisor for Wong Sin Yee, BIT, Universiti Tun Hussein Onn Malaysia, 2013 | Supervisor |
2013 | Examiner for Master Thesis : Zailani Abdullah : Hybrid Model for Discovering Significant Patterns in Data Mining | Examiner |
2012 | Supervisor for Rabiatul Adawiyah Bt Yaakob, Master, UTHM, 2012 | Supervisor |
2012 | Supervisor for Ng Pei Yuan, PSM, UTHM, 2012 | Supervisor |
2012 | Supervisor for Yvonne Chek Ni Tee, PSM, UTHM, 2012 | Supervisor |
2012 | LI supervisor for JOANNA A/P K.T.GORGE , 2012 | Supervisor |
2012 | LI superviosr for WONG SIN YEE , 2012 | Supervisor |
2012 | LI supervisor for SEE POOI POOI , 2012 | Supervisor |
2012 | LI supervisor for TAN PEI PEI , 2012 | Supervisor |
2012 | LI supervisor for ANAS BIN BUSARI, 2012 | Supervisor |
2012 | Examiner for Thesis:Rehman Gillani, Syed Muhammad Zubair (2012): Predicting noise-induced hearing loss (NIHL) in TNB workers using GDAM Algorithm | Examiner |
2012 | Examiner for Thesis: Noor Aida Binti Husaini (2012): The Jordan Pi-Sigma Neural Network for Temperature Prediction | Examiner |
2012 | LI supervisor for LIEW WEE JIAN , 2012 | Supervisor |
2012 | LI supervisor for SITI NORZALIKA BINTI BADAI , 2012 | Supervisor |
2012 | LI supervisor for AZYEAN BINTI YUSOF, 2012 | Supervisor |
2012 | LI supervisor for HAFSAH BINTI YAACOB @ MOHD YUSOF , 2012 | Supervisor |
2012 | LI supervisor for NURUL HAMTA ATIKAH BINTI ABDUL HALIM , 2012 | Supervisor |
2011 | Supervisor for Noor Khairun Izham B. Noor Rusly, BIT Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Supervisor for Mustaza B. Mohd Murtaridi, BIT Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Supervisor for Zarif Hakim B. Zainal Abidin, BIT Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Supervisor for Tan Mee Ting, BIT, Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Supervisor for Choong Qing Hong, BIT Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Co-Supervisor for Abdullah Bamatraf, Master, UTHM, 2011 | Supervisor |
2011 | Supervisor for Halim Bin Omar, Master, Universiti Tun Hussein Onn Malaysia, 2011 | Supervisor |
2011 | Supefvisor for Wan Norhaizan Bt Wan Mohamed, Master, UTHM, 2011 | Supervisor |
2010 | Supervisor for Cheok Siew Hua, Sarja Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2010 | Supervisor for Loh Yi Ting, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2010 | Supervisor for Ng Chia Shin, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2010 | Examiner for Thesis:Iwan Tri Riyadi Yanto (2010). Rough Clustering for Web Transactions. | Examiner |
2010 | Supervisor for Lim Pek Shan, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2010 | Supervisor for Muhamad Fazli Bin Abdul Rahim, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2009 | Supervisor for Salasiah Bt Salleh, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2009 | Supervisor for NurulHuda Binti Ahmad Zahari, Master, Universiti Tun Hussein Onn Malaysia, 2009 | Supervisor |
2009 | Supervisor for Nurhidayah Binti Mohamed Azizan, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009 | Supervisor |
2009 | Supervisor for Nadiahnazurah Bt Ismail, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2009. | Supervisor |
2008 | Supervisor for Ng Yee Pei, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2008. | Supervisor |
2003 | Supervisor for Maizatul Aqma Bt Othman, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2003. | Supervisor |
2003 | Supervisor for Su Jung Kiet, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2003. | Supervisor |
2003 | Supervisor for Yap Kee Chun, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2003. | Supervisor |
2003 | Supervisor for Irda Aryanie Bt Baharuddin, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2003. | Supervisor |
2003 | Supervisor for Khairufadilah Bt Mohamed Sazali, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2003. | Supervisor |
2002 | Supervisor for Mohamed Reduan Bin Hussain, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
2002 | Supervisor for Asmarashid Bin Ponniran, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
2002 | Supervisor for Maizun Binti Jamil, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
2002 | Supervisor for Erizman Bin Soib, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
2002 | Supervisor for Murad Bin Mohd Chin, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
2002 | Supervisor for Mohd Azlan Bin Abdul Azis, Sarjana Muda, Universiti Tun Hussein Onn Malaysia, 2002. | Supervisor |
Extension & Public Services
Year | Description | Level |
---|---|---|
2018 | Future Information & Communication Conference 2018, Singapore | International |
2018 | Pembangunan Sistem Persatuan Penjaja Kecil Melayu Johor, 2018-2019 | Private |
2018 | Program Jalinan Pintar Sains Komputer UTHM-Sekolah Tinggi Kluang, UTHM Parit Raja. | District |
2017 | Coordinator International Invention and Innovation Exhibition (ITEX) Kuala Lumpur. 2014-2017 | University |
2017 | Coordinator Malaysian Technology Exhibition (MTE) Kuala Lumpur. 2014-2017 | University |
2017 | Coordinator Seoul International Invention Fair (SIIF) 2017, Seoul 2017. | International |
2017 | IPR Talks and Contribution to UTHM, PPUK 8 Dis 2017 | University |
2016 | Affiliate Researcher, Data Mining Cluster FSKTM | University |
2016 | Coordinator Industry-University Collaboration - TRIO Venture Sdn Bhd. | University |
2016 | Chairman, Research & Innovation Fest, 2016 | University |
2016 | Chairman Jawatankuasa Anugerah Kecemerlangan UTHM | University |
2016 | Innovation Talk Speaker for National Department of Cultural and Arts Johor | Government |
2016 | Perasmi 'Karnival Inovasi CeDS' , UTHM 2016 | University |
2015 | Chairman Jawatankuasa Pelaksana Endowmen UTHM | University |
2015 | Chariman Research & Innovation Fest 2015 | University |
2015 | Chairman CAP Industry-Academia Cluster UTHM | University |
2015 | Project Leader, Projek Pembangunan Tanah bagi Penjanaan Pendapatan Universiti | University |
2015 | Innovation Talk 'Hari Inovasi' for Lembaga Hasil Dalam Negeri Daerah Kluang | District |
2015 | Co-Chairman Second International Conference on Computing Technology and Information Management (ICCTIM) | International |
2015 | Co-Chairman, Malaysian Technical University Conference On Engineering & Technology (MUCET), Johor. | National |
2015 | Head of Evaluation Committee, Internal Research Grants Geran Pembangunan Produk. 2013-2017 | University |
2014 | Coordinator Seoul International Invantion Fair (SIIF), Korea. 2014-2016 | University |
2014 | Chairman Jawatankuasa Keselamatan & Kesihatan Pekerjaan UTHM | University |
2014 | Chairman Jawatankuasa JTIP ORICC 2014-2016 | University |
2014 | Evaluation Committee, Research Grants - FRGS UTHM | University |
2013 | Co-Chairman CAP Industry-Academia Cluster 2013-2014 | University |
2013 | Chairman Program/Seminar on MTUN CoE Commercialization project | National |
2013 | Chairman Jawatankuasa Teknikal Sebutharga UTHM | University |
2013 | Coordinator Industry-Univeristy Collaboration - MySysnet Sdn Bhd | University |
2013 | Coordinator Konvesyen Bandar DiRaja, Persada Johor | University |
2012 | Commettee Member Taskforce Teaching Factory Pagoh | University |
Courses & Training
Year | Description Organiser / Venue | Date |
---|---|---|
2022 | SESI TNCPI BERSAMA STAF AKADEMIK FSKTM FSKTM, UTHM / SECARA ZOOM | 25/02/2022 |
2021 | MACHINE LEARNING ON DATA ANALYTICS WITH WOLFRAM MATHEMATICA LAIN-LAIN / Zoom Meeting https://us02web.zoom.us/j/89480695848 | 25/01/2021 - 28/01/2021 |
2020 | BENGKEL PENYEDIAAN BUKU PLAN STRATEGIK UTHM 2021-2025 DAN SKTU 2021 UTHM BAGI KLUSTER 1 (AKADEMIK DAN ANTARABANGSA) UTHM / - | 06/10/2020 |
2020 | TAKLIMAT DAN AKTIVITI PERSEDIAAN KEMUDAHAN PENGAJARAN & PEMBELAJARAN PATUH SOP COVID UTHM / FOYER FSKTM | 04/10/2020 |
2020 | BIG DATA AND ITS APPLICATIONS UTHM / BILIK PASCASISWAZAH AL-SHIRAZI, ARAS 3, PTTA | 12/03/2020 |
2020 | PYTHON 3 TRAINING - ROAD TO DATA ANALYST LAIN-LAIN / Cyberjaya | 03/02/2020 - 04/02/2020 |
2020 | THE 4TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND DATA MINING (SCDM-2020) FSKTM, UTHM / HOTEL HOLIDAY INN, MELAKA. | 22/01/2020 - 23/01/2020 |