Staff Profile

Full NamePROF. MADYA Dr. MOHD NAJIB BIN MOHD SALLEH
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Email
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)
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

YearQualificationInstitution
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

DateDescription
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

YearDescriptionRoleLevel
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

YearDescriptionLevel
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

CodeTitleDesignationEnd Date
K272 An improved object recognition model for engineering drawings using deep learning approach Ahli 30/04/2024
K297 A NEW FUZZY C-REGRESSION TRUNCATED NEURAL MACHINE MODELS (FCRTNM) ON TUMOR SIZE OF COLORECTAL CANCER Ahli 31/10/2023
K384 A New Hybrid Two Stages of Fuzzy Linear Regression Clustering Models to Predict High Risk Symptoms of Lung Cancer in Malaysia Ahli 06/09/2023
K208 Enhanced Auto-regressive Integrated Moving Average with Fuzzy Random Variables for Higher Accuracy in Time-Series Climate Prediction Ahli 31/05/2023
M074 Research on Customer Profiling for Demand and Supply Forecasting using Data Mining Technology Ahli 31/03/2023
K153 Conceptualizing and Detecting Cyberbullying Behaviors in Online Gaming Environment using Machine Learning Analysis Ahli 31/05/2022
W004 Research Collaboration SMC-Telkom Phase 1 Ahli 30/09/2020
U898 Enhancing Quran Translation in Multilanguage using Indexed Referances with Fuzzy Logic Ahli 29/02/2020
H334 Enhanced Synthetic Sample Generation using Max-Min Weighted Sampling For Imbalance Data Learning Ketua 31/12/2019
A129 Shrimp Paste Production Machine Ahli 14/07/2018
U560 Integration Framework To Map Dataset With The Most Suitable Metaheuristic For Effectively Solving Classification Problems Ketua 31/05/2018
U728 Modified anfis architechture with less computational complexities ang high accuracy for claasification problems Ketua 31/03/2018
A105 Improvement of Formulation and Method of Production for Livestock Ahli 01/05/2017
B053 Preparation and Characterization of Activated Carbon from Palm Oil Shell and Fish Bone for Water Treatment Application Ahli 30/10/2016
1236 The New Hybrid Cuckoo Search Back-Propagation Neural Networks (SCBP) Algorithm for Predicting Noise-Induced Hearing Loss (NIHL) in TNB Workers Ahli 30/09/2016
U094 Multilayer thin film thickness mesurement based Fabry Perot Inteferometry Technique Ahli 30/09/2016
1522 Emergency and Response Planning (ERP): Simulation on Coordination of Inter Agency in Flood Catastrophic Event Ahli 31/03/2016
U309 Improved Tree Classifier With Particle Swarm Optimization For Detecting heart Disease Ketua 31/01/2016
B046 IQRA' ROOM MONITORING SYSTEM FOR UTHM LIBRARY Ahli 30/11/2015
B047 DESIGN & DEVELOPMENT OF LOW COST AUTO DRYER SYSTEM USING NATURAL HEAT FOR SME/SMI APPLICATION Ahli 30/11/2015
U062 Building Fault Prediction Models &Methods (FPMMs) For Developing New Financial Software Systems Ketua 31/10/2015
1116 Hybrid Intelligent Vehicle Tracking And Routing Control Systems Based On Bio-Inspired Computing Approaches Ketua 30/11/2014
B017 WIRELESS SENSOR FOR AIR POLLUTION PREDICTION Ahli 01/09/2014
0824 Constructing Decision Tree Based on New Sub Graph Discovery Algorithm Ketua 31/12/2013
0737 A New Method to Enhance the Computational Efficiency of Data Mining Classification Modelling Techniques by Introducing Optimal Gain Parameter Ahli 28/02/2013
0968 An Efficient Algorithm For Pruning Decision Trees Using Graph-Based Approach Ketua 28/02/2013
0969 Modeling Unstructured Data Using Clustering Based Technique For Web Ontology Ketua 28/02/2013
0738 Finding New Stenography Algorithm to Hide Data in Image Ahli 28/02/2012
0705 A New Integrated Knowledge-based system with Incomplete Knowledge in Planting Materials Selection Ketua 31/10/2011
S010 Intelligent Manufacture for STEP-NC Compliant Machining Ahli 31/10/2010
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 Ahli 31/05/2010
0450 Construction Rough Decision Tree For Planting Material Selection Ketua 30/11/2008

Publications

Book Chapters
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

YearDescriptionRole
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

YearDescriptionLevel
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

YearDescription
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

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