Staff Profile

Full NamePROF. MADYA Dr. NOOR AZAH BINTI SAMSUDIN
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Email
Designation DS54 - PROFESOR MADYA
  PENYELIDIK UTAMA
PUSAT PENYELIDIKAN - SOFT COMPUTING & DATA MINING CENTRE
FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
  PENYELIDIK BERSEKUTU
PEJABAT AM
INSTITUT PENYELIDIKAN PENDIDIKAN DAN LATIHAN VOKASIONAL MALAYSIA
  KETUA JABATAN
JABATAN KECEMERLANGAN AKADEMIK
PUSAT PEMBANGUNAN DAN KECEMERLANGAN AKADEMIK

Field of Expertise

Field Category (KPT) INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT)
Field (KPT) Artificial Intelligence
Field of Specialization (KPT) Machine Learning

Areas of Research Interest

1. Classification
2. Feature Selection

Innovation Field of Interest

1. Automated Classification in Multi-Instance Learning Problem

Academic Qualification

YearQualificationInstitution
2014 DOKTOR FALSAFAH TEKNOLOGI MAKLUMAT THE UNIVERSITY OF QUEENSLAND
2001 SARJANA SAINS KOMPUTER UNIVERSITI KEBANGSAAN MALAYSIA
1996 SARJANA MUDA SAINS KOMPUTER UNIVERSITY OF MISSOURI, COLUMBIA

Professional Appointments

DS54 - Profesor Madya

Management Experience

DateDescription
01/02/2022 - 31/01/2024 Ketua Jabatan
Pusat Pembangunan dan Kecemerlangan Akademik, Jabatan Kecemerlangan Akademik
01/03/2021 - 28/02/2023 Penyelidik Bersekutu
Institut Penyelidikan Pendidikan dan Latihan Vokasional Malaysia
25/04/2021 - 31/12/2022 Penyelidik Utama
Fakulti Sains Komputer dan Teknologi Maklumat, Pusat Penyelidikan - Soft Computing & Data Mining Centre
01/12/2017 - 30/11/2022 Penyelidik Kanan
Institut Kejuruteraan Integrasi, Pusat Kecemerlangan Technical and Vocational Education Training (TVET)
01/01/2020 - 31/01/2021 Ketua Jabatan
Institut Penyelidikan Pendidikan dan Latihan Vokasional Malaysia, Jabatan Trend & Analisis Data
01/01/2019 - 31/12/2020 Penyelidik Utama
Fakulti Sains Komputer dan Teknologi Maklumat, Pusat Penyelidikan - Soft Computing & Data Mining Centre
01/05/2004 - 30/04/2006 Ketua Makmal
Fakulti Sains Komputer dan Teknologi Maklumat, Jabatan Sistem Maklumat

Teaching Experience

YearDescriptionLevel
2017 Data Structure [BIC 10404], Session 20162017 Object-Oriented Software Development [CIE10103], Session 20162017 University
2015 Data Structure and Algorithms, Sem II, 2014/2015 University
2015 Java Programming, Sem II, 2014/2015 University
2014 Computer Ethics, Sem 3, 2014 University
2013 Object-oriented Programming University
2013 Data Structure and Algorithms, Semester II, 2013/2014 University
2012 Object-oriented Programming, Sem II, 2012/2013 University
2011 Object-oriented Programming University
2011 Object-oriented Programming, Semester II, 2011-2012 University

Research Grants And Contracts

CodeTitleDesignationEnd Date
K372 A New Delivery Model of Open and Distance Learning (ODL) through socio-technical system with integration of didactic approach and 21st century skills towards Education 4.0 Ahli 06/09/2023
K349 Transformation of TVET Educators to improve quality of TVET graduates for 4IR Ahli 31/12/2022
H787 A NEW DEEP LEARNING MODEL WITH EXTREME LEARNING MACHINE AND FAST LEARNING NETWORKS CLASSIFIERS FOR ARABIC HANDWRITING RECOGNITION Ahli 14/11/2022
H732 METHODOLOGICAL FRAMEWORK FOR DEVELOPING DECISION SUPPORT SYSTEM (DSS) TO AID SCHEDULED WASTE MANAGEMENT AT LABORATORY IN INSTITUTION OF HIGHER LEARNING Ahli 30/04/2022
K115 MyRIVET - TOWARDS EDUCATION 4.0: THE CONCEPTUAL MODEL FOR IMPLEMENTATION OF TEACHING BASED ON THE UNESCO ICT COMPETENCY FRAMEWORK IN MTUN Ahli 28/02/2022
K213 An advanced text analysis of multi-label classification approach to improve labeling accuracy in Quranic verses classification problem Ketua 28/02/2022
H510 IR4.0 implementation in e-Manufacturing : A development of Industrial Revolution 4.0 Premach research lab framework towards e-Manufacturing implementation IR4.0 implementation in e-Manufacturing : A smart profiling system for performance monitoring using Artificial intelligent Technique Ahli 31/12/2021
H511 Program : IR4.0 implementation in e-Manufacturing Projek : A smart profiling system for performance monitoring using Artificial Intelligence techniques Ketua 31/12/2021
K214 PM-ISD TO SUPPORT MANAGEMENT ENHANCING RELIABILITY ASSESSMENT OF SAFETY CRITICAL SYSTEMS THROUGH DEVELOPMENT PROCESSES Ahli 30/11/2021
H099 Quantum Particle Swarm Optimization Algorithm For Elman Recurrent Neural Network Learning Ahli 30/06/2020
U898 Enhancing Quran Translation in Multilanguage using Indexed Referances with Fuzzy Logic Ahli 29/02/2020
H062 Temporal Data Clustering Technique using Personalized Modelling Approach Ahli 28/02/2020
I016 COMPUTER BASED PERFORMANCE ANAYSIS (COMBPMA) Ahli 14/01/2020
U611 A Development Of Advanced data mining techniques to automate systematic literature review application Tajuk Baharu: A Development of Multiview Classification Model Using Data mining Approach For Holy Quran Verses (Translation) Labeling. Tajuk PHD:An ImprovedGroup Based Classifcation Technique For Multiview Classification Of Holy Quran Verses Ketua 30/06/2019
1609 Advanced image analysis approach to improve labeling accuracy in image classification problem Ketua 31/01/2019
C061 Projek Humanoid Malaysia Ahli 31/12/2018
U660 An Extended Supervised Classifier To Improve Accuracy of Tumor Diagnostic Accommodate with Multiple Images Ahli 31/12/2018
1557 A New Blind Linguistic Steganalysis Model based on Stylometric Approach for Higher Accuracy in Stego Text Detection Ahli 31/10/2018
B082 Celik Ibadah Ahli 30/09/2018
U610 Dynamic feature selection to enhanced android malware detection approach Ahli 31/01/2018
U097 A Computer - Based Performance Measurement Analysysis ( CombPMA) for Multi-Large Infrastructure Projects Towards Sustainable Development in Malaysia Ahli 30/09/2017
R045 Extended pattern recognition algorithms to improve class labeling accuracy for group-based classification problem Ketua 31/05/2017
U497 Extended pattern recognition techniques to improve labeling accuracy in document classification problem Ketua 28/02/2017
1236 The New Hybrid Cuckoo Search Back-Propagation Neural Networks (SCBP) Algorithm for Predicting Noise-Induced Hearing Loss (NIHL) in TNB Workers Ahli 30/09/2016
U240 Development And Validation Of Assessment Rubrics For Computer Programming Courses Ahli 31/01/2016
1030 A New Computational Frame Work To Detect Dominant Disease Genes Using A New Machine Learning Approach Ahli 30/09/2013

Publications

Book
Rosziati Ibrahim, Noor Azah Samsudin, Norhalina Senan, Muhammad Aamir
(2021) Object-Oriented Programming And Data Analysis Using Java - Hardcopy, UTHM , 1, ISBN:9789672975160
Rosziati Ibrahim, Noor Azah Samsudin, Norhalina Senan and Muhammad Aamir
(2020) Object-Oriented Programming And Data Analysis Using Java, UTHM , 1, ISBN:9789672916581
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2019) Computational Intelligence Applications Series 2, UTHM , 1, ISBN:9789672306047
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2017) Computational Intelligence Applications Series 1, UTHM , 1, ISBN:9789672110606
Nureize Arbaiy, Noor Azah Samsudin, Yana Mazwin Mohmad Hassim
(2017) Computational Intelligence Applications Series 1 , UTHM , 1, ISBN:9789672110606
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
MUHAMMAD LUQMAN MAHAMAD ZAKARIA; NOOR AZAH SAMSUDIN; ROZLINI MOHAMED, AIDA MUSTAPHA
(2017) Facilitator Management System For Campus Orientation Programme, Selected Topics In Information Technology, UTHM , 73, ISBN:978-967-2110-01-9
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
Wong Li Teng; Noor Azah Samsudin; Aida Mustapha
(2017) Tailoring Human Resource Management In Home Furnishing Business , Selected Topics In Information Technology, UTHM , 60, ISBN: 9789672110019
Noor Azah Samsudin
(2016) A Review Of Group Based Classification Problem, Decision Making And Optimization In Recent Ict Applications, UTHM , 1, ISBN:978-967-0764-67-2
General Publications
Noor Azah Samsudin
(2020) Mco: Opportunities For Tvet To Change Teaching And Learning Strategy, UTHM , 17, ISBN:-
Razali Hassan, Noor Azah Samsudin dan Affero Ismail
(2020) Memperkasa Tvet Malaysia Melalui Peranan Myrivet , UTHM , 1, ISBN:-
Affero Ismail, Noor Azah Samsudin, Mohd Zulfadli Rozali, Afham Haziq
(2020) Tvet Vision, UTHM , 1, ISBN:-
Ts. Dr. Affero bin Ismail, Assoc Prof Dr Noor Azah Samsudin, Dr. Zulfadli bin Rozali, Ts. Dr. Aisyah Binti Mohamed Rehan, Dr. Harliana Binti Halim, Dr. Ahmad Hamdan Bin Ariffin
(2020) Tvet Vision Vol.2 (2020), UTHM , 1, ISBN:-
Nabihah Ahmad
(2017) Modul Permulaan Graduan, UTHM , 1, ISBN:-
Journal
Affero Ismail, Afham Haziq Ahmad Syakir, Ida Aryanie Bahrudin, Noor Azah Samsudin, Muhammad Shahrir Mohamed Shafieek
(2022) Implementation Of Distance And Digital Learning During Pandemic Covid-19 In Malaysia , ONLINE JOURNAL FOR TVET PRACTITIONERS, UTHM , 3, 8, ISSN:22897410
Rozlini Mohamed, Noor Azah Samsudin
(2021) A New Discretization Approach Of Bat And K-Means, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS (IJACSA), THE SCIENCE AND INFORMATION (SAI) ORGANIZATION , 1, 510, ISSN:21565570
Adeleke Abdullahi, Noor Azah Samsudin, Shamsul Kamal Ahmad Khalid, Zulaiha Ali Othman
(2021) An Improved Multi-Label Classifier Chain Method For Automated Text Classification, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS (IJACSA), WWW.IJACSA.THESAI.ORG , 3, 442, ISSN:21565570
HAITHAM QUTAIBA GHADHBAN* , MUHAINI OTHMAN, NOOR A. SAMSUDIN
(2021) Analysis Of Feature Extraction And Classification For Offline Arabic Handwriting Word Recognition, JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY (JESTEC), SCHOOL OF ENGINEERING. TAYLOR?S UNIVERSITY , 7, 2719, ISSN:18234690
Abdullahi Adeleke, Noor Azah Samsudin, Mohd Hisyam Abdul Rahim, Shamsul Kamal Ahmad Khalid, Riswan Efendi
(2021) Multi-Label Classification Approach For Quranic Verses Labeling, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE , 10, 484, ISSN:25024752
HAITHAM Q. GHADHBAN , MUHAINI OTHMAN , NOOR SAMSUDIN , SHAHREEN KASIM , AISYAH MOHAMED , AND YAZAN ALJEROUDI
(2021) Segments Interpolation Extractor For Finding The Best Fit Line In Arabic Offline Handwriting Recognition Words, IEEE ACCESS, IEEE XPLORE , 5, 73482, ISSN:21693536
Shihab Hamad Khaleefah, Salama A. Mostafa, Aida Mustapha, Noor Azah Samsudin Mohammad Faidzul Nasrudin2and Abdullah Baz
(2020) A Survey On Local Binary Pattern And Gabor Filter As Texture Descriptors Of Smart Profiling Systems, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE (IAES) , 6, 1, ISSN:25024752
Dede Rohidin, Noor Azah Samsudin, Mustafa Mat Deris
(2020) Association Rules Of Fuzzy Soft Set Based Classification For Text Classification Problem, JOURNAL OF KING SAUD UNIVERSITY - COMPUTER AND INFORMATION SCIENCES, ELSEVIER , 4, 1, ISSN:13191578
Adeleke Abdullahi, Noor Azah Samsudin, Mohd Rasidi Ibrahim, Muhammad Syariff Aripin, Shamsul Kamal Ahmad Khalid, Zulaiha Ali Othman
(2020) Towards Ir4.0 Implementation In E-Manufacturing: Artificial Intelligence Application In Steel Plate Fault Detection , INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 10, 1, ISSN:25024752
Muhammad Fakri Othman , Noor Azah Samsudin , Saifullizam Puteh
(2020) Towards Profiling Classification In Special Education: Rotoscopy Pre-Handwriting Interface, SOLID STATE TECHNOLOGY, SOLID STATE TECHNOLOGY , 10, 1602, ISSN:0038111X
Adeleke Abdullahi; Noor Azah Samsudin; Zulaiha Ali Othman; Shamsul Kamal Ahmad Khalid
(2019) A Two-Step Feature Selection Method For Quranic Text Classification, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 11, 730, ISSN:25024752
Noraini Ismail, Zulaiha Ali Othman, Noor Azah Samsudin
(2019) Activation Regularization Function For Extreme Learning Machine, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, The Science and Information Organization , 3, 240, ISSN:2158107X
Wareesa Sharif, Noor Azah Samsudin, Mustafa Mat Deris
(2019) An Optimized Support Vector Machine With Ringed Seal Search Algorithm For Efficient Text Classification, JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, TAYLOR'S UNIVERSITY , 6, 1601, ISSN:18234690
Anatun Nadrah Rosman, Noor Azah Samsudin, Azizan Ismail, Muhammad Syariff Aripin, Shamsul Kamal Ahmad Khalid
(2019) Augmented Reality Application For Location Finder Guidance, INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institure of Advanced Engineering and Science , 3, 1237, ISSN:25024752
Adeleke A., Samsudin N., Mustapha A., Ahmad Khalid S.
(2019) Automating Quranic Verses Labeling Using Machine Learning Approach, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 3, 925, ISSN:25024752
Shamsul Kamal Ahmad Khalid, Nurul Shafiqah Che Dan, Noor Azah Samsudin, Muhammad Syariff Aripin, Nor Amirul Amri Nordin
(2019) Autonomous Coop Cooling System Using Renewable Energy And Water Recycling, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 3, 1303, ISSN:25024752
Saringat Z., Mustapha A., Saedudin R.D.R., Samsudin N.A.
(2019) Comparative Analysis Of Classification Algorithms For Chronic Kidney Disease Diagnosis, BULLETIN OF ELECTRICAL ENGINEERING AND INFORMATICS, INSTITUTE OF ADVANCED ENGINEERING AND SCIENCE , 12, 1496, ISSN:20893191
Mazniha Berahim , Noor Azah Samsudin, Shelena Soosay Nathan
(2018) A Review: Supervised Technique For Automated Disease Diagnostic Using Medical Image, JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Medwell Journals , 8, 3152, ISSN:1816949X
Noor Azah Samsudin, Muhammad Syariff Aripin, Shamsul Kamal Ahmad Khalid, Nor Amirul Amri Nordin
(2018) A Simulation Of Energy Recycling Concept In Automotive Application Using Hybrid Approach, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 10, 412, ISSN:25024752
Mohamad Izzuddin Rahman, Noor Azah Samsudin, Aida Mustapha, Adeleke Abdullahi
(2018) Comparative Analysis Of Topic Classification In Juz Al-Baqarah, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science , 10, 406, ISSN:25024752
Riswan Efendi, Noor Azah Samsudin, Mustafa Mat Deris, Yip Guan Ting
(2018) Flu Diagnosis System Using Jaccard Index And Rough Set Approaches, JOURNAL OF PHYSICS, IOP Publishing , 4, 1, ISSN:17426596
Shamsul Kamal Ahmad Khalid, Noor Azah Samsudin, Nor Amriul Nordin, Muhammad Syariff Aripin
(2018) Laptop Cooling Pad Temperature Monitoring System, INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, Institute of Advanced Engineering and Science (IAES) , 10, 420, ISSN:25024752
Mazniha Berahim, Noor Azah Samsudin, Aida Mustapha, Shelena Soosay Nathan
(2018) Multi-Instance Image Classification For Cancer Diagnosis Using Statistical Mapping Support Vector Machine, INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY, SCIENCE PUBLISHING CORPORATION , 12, 1174, ISSN:2227-524
Mohd Helmy Abd Wahab, Nur Farezan Mohamed Suhaimi, Mohamad Farhan Mohamad Mohsin, Aida Mustapha, Noor Azah Samsudin, Radzi Ambar
(2018) Nfc-Based Data Retrieval Device, JOURNAL OF PHYSICS, IOP Science , 6, 1, ISSN:17426596
Azim Muhammad Fahmi; Noor Azah Samsudin; Aida Mustapha; Nazim Razali; Shamsul Kamal Ahmad Khalid
(2018) Regression Based Analysis For Bitcoin Prediction, INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY, Science Publishing Company , 12, 1070, ISSN:2227524X
Nureize Arbaiy, Noor Azah Samsudin, Aida Mustapha,Junzo Watada, Pei-Chun Lin
(2017) An Enhanced Possibilistic Programming Model With Fuzzy Random Confidence-Interval For Multi-Objective Problem, IN INNOVATIVE COMPUTING, OPTIMIZATION AND ITS APPLICATIONS, Springer , 7, 217, ISSN:97833196
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
Abdullahi O. Adeleke; Noor A. Samsudin; Aida Mustapha; Nazri M. Nawi
(2017) Comparative Analysis Of Text Classification Algorithms For Automated Labelling Of Quranic Verses, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE ENGINEERING INFORMATION TECHNOLOGY, insight , 9, 1419, ISSN:20885334
Wareesa Sharif; Noor Azah Samsudin; Mustafa Mat Deris; Muhammad Aaamir
(2017) Improved Relative Discriminative Criterion Feature Ranking Technique For Text Classification , INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE, CESER Publications , 10, 61, ISSN:0974-0635
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
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
Shamsul Kamal Ahmad Khalid, Nurul Syahadah Mohd Salleh, Noor Azah Samsudin
(2016) A Bus Tracking Information System Using Consumer Grade Gps: A Case Study, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, UTEM , 5, 47, ISSN:21801843
Aida Mustapha, Noor Azah Samsudin, Nureize Arbaiy, Rozlini Mohamed, Israhmi Hamid
(2016) Generic Assessment Rubric For Computer Programming Courses, TURKISH ONLINE JOURNAL OF EDUCATIONAL TECHNOLOGIES, Sakarya University , 1, 53, ISSN:1303-6521
Samsudin N.A., Mustapha A., Arbaiy N., Hamid I.R.A.
(2016) Group-Based Nearest Neighbour In Cervical Cancer Screening, ARPN Journal of Engineering and Applied Sciences, Asian Research Publishing Network , 11, 13153, ISSN:18196608
Noor A. Samsudin; Andrew P. Bradley
(2010) Nearest Neighbour Group-Based Classification, PATTERN RECOGNITION, Elsevier , 5, 3458, ISSN:0031-3203
Media Digital
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Class Diagram And Class Implementation, YouTube.com , ISBN:-
Noor Azah Samsudin
(2021) Constructor, UTHM , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure And Algorithm - Linked List - Employee, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure - Array And Struct, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure - Linked List And Functions, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure - Linked List Operations, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure - Queue And Stack, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure And Algorithm: Pointer And Double Variables, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure And Algorithm: Pointer And Struct, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure Linked List - Delete Node, Search Node, YouTube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2021) Data Structure: Tree Traversal Algorithm, YouTube.com , ISBN:-
Noor Azah Samsudin
(2021) Object And Class, YouTube.com , ISBN:-
Noor Azah Samsudin
(2021) Parts Of Java Program, YouTube.com , ISBN:-
Noor Azah Samsudin
(2021) Reading Input - Java, YouTube.com , ISBN:-
Affero Ismail and Noor Azah Samsudin
(2021) The Digital Tvet Learning Platform: Promising Practice 2021, UNESCO-UNEVOC , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Labactivity1 | Object-Oriented Programming - Eclipse Ide, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Labactivity2 | Object-Oriented Programming - Input/Output Statements, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Array Implementation, Youtube.com , ISBN:-
Noor Azah Samsudin
(2020) Object-Oriented Programming - Class And Object Applications, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Introduction Of Class And Object, UTHM , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Method Application, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Output, Selection, Looping Statements, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Selection Statement, Youtube.com , ISBN:-
Noor Azah Samsudin; Shamsul Kamal Ahmad Khalid
(2020) Object-Oriented Programming - Use Of Constructors, Youtube.com , ISBN:-
Prosiding / Seminar
Abubakar Ado, Noor Azah Samsudin, Mustafa Mat Deris
(2021) A New Feature Hashing Approach Based On Term Weight For Dimensional Reduction, IEEE XPLORE , 1, ISBN:9781665412247
Abubakar Ado, Noor Azah Samsudin, Mustafa Mat Deris, Abdulkadir Abubakar Bichi, Aliyu Ahmed
(2021) Comparative Analysis Of Integrating Multiple Filter-Based Feature Selection Methods Using Vector Magnitude Score On Text Classification, IEOM SOCIETY INTERNATIONAL , 4664, ISBN:9781792361241
Haitham Qutaiba, Muhaini Othman, Noor Azah Samsudin, Mohd Norasri Ismail and Mustafa Raad Hammoodi
(2020) Survey Of Offline Arabic Handwriting Word Recognition, SPRINGER NATURE , 358, ISBN:9783030360559
Wijianto, Nadiatul Azwa, Aishah Ahmad, Rasidi Ibrahim, Nor Azah Samsudin, Norman Mohamad
(2020) The Analysis And Implementation Of Remote Production Monitoring System In Manufacturing Industries, INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH AND TECHNOLOGY , 5379, ISBN:09743154
Nuhu Yusuf, Mohd Amin Mohd Yunus, Norfaradilla Wahid, Noorhaniza Wahid, Nazri Mohd Nawi and Noor Azah Samsudin
(2019) Enhancing Query Expansion Method Using Word Embedding, IEEE , 195, ISBN:9781728107578
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
MAZNIHA BERAHIM, NOOR AZAH SHAMSUDIN, SHELENA SOOSAY NATHAN
(2018) A Review: Image Analysis Techniques To Improve Labeling Accuracy Of Medical Image Classification, SPRINGER VERLAG , 298, ISBN:9783319725499
Liang Chee Liang; Noor Azah Samsudin; Aida Mustapha; Mohd Helmy Abd Wahab
(2018) Getting Places On Time: Smart Map Orientation Guide, IEEE , 198, ISBN:9781538638
SITI NORASHIKIN TAUFIK, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN, MOHD HELMY ABD WAHAB
(2018) Monowalk: A Travelling Companion, UNIMAP , 012083, ISBN:17426588
MAZNIHA BERAHIM, NOOR AZAH SHAMSUDIN, SHELENA SOOSAY NATHAN
(2018) Proposed Framework: Group-Based Image Analysis To Enhance Accuracy Of Image Classification For Tumor Diagnostic, IEEE , 507, ISBN:9781509058662
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, RIZWAN IQBAL, NOOR AZAH SAMSUDIN
(2017) An Ontological Approach Towards Dialogue-Based Information Visualization System: Quran Corpus For Juz' Amma, EDP SCIENCES , 1, ISBN:2261236X
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN
(2017) Analysis Of Translated Query In Quranic Malay And English Translation Documents With Stemmer, EDP SCIENCES , 1, ISBN:2261236X
Hamid I.R.A., Samsudin N.A., Mustapha A., Arbaiy N.
(2017) Dynamic Trackback Strategy For Email-Born Phishing Using Maximum Dependency Algorithm (Mda), Springer Verlag , 263, ISBN:9783319512792
Kasim, S. , Azahar, U.A. , Samsudin, N.A. , Fudzee, M.F.M. , Mahdin, H. , Ramli, A.A. , Suparjoh, S.
(2017) E-Code Checker Application, Springer Verlag , 570, ISBN:978-331951279-2
Samsudin N.A., Mustapha A., Arbaiy N., Hamid I.R.A.
(2017) Extended Local Mean-Based Nonparametric Classifier For Cervical Cancer Screening, Springer Verlag , 386, ISBN:9783319512792
Riswan Efendi, Noor Azah Samsudin, Nureize Arbaiy, Mustafa Mat Deris
(2017) Fuzzy Random Auto-Regression Time Series Model In Enrollment University Forecasting, INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERING, INC. (IEEE) , 61, ISBN: 17215451
Neo Wen Kye, Aida Mustapha, Noor Azah Samsudin
(2017) Gesture Recognition For Educational Games: Magic Touch Math, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:1757899X
Vinothini Kasinathan , Aida Mustapha , Noor Azah Samsudin
(2017) Keeping Up With Healthcare Trends: Icheart As A Medication Management Application, Institute of Physics Publishing , 1, ISBN:17578981
Riswan Efendi, Noor Azah Samsudin, Nureize Arbaiy, Mustafa Mat Deris
(2017) Maximum-Minimum Temperature Prediction Using Fuzzy Random Auto-Regression Time Series Model, INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERING, INC. , 57, ISBN:978-153861771-7
MOHD AMIN MOHD YUNUS, AIDA MUSTAPHA, NOOR AZAH SAMSUDIN
(2017) Query Translation And Quran Result In Treemap, EDP SCIENCES , 1, ISBN:2261236X
Fawwaz Zamir Mansor, Aida Mustapha, Noor Azah Samsudin
(2017) Researcher'S Perspective Of Substitution Method On Text Steganography, INSTITUTE OF PHYSICS PUBLISHING , 1, ISBN:17578981
Noor Azah Samsudin, Aida Mustapha, Mohd Helmy Abd Wahab
(2016) Ensemble Classification Of Cyber Space Users Tendency In Blog Writing Using Random Forest, IEEE , 169, ISBN:978-1-5090-5343
Noor Azah Samsudin, Aida Mustapha, NureizeArbaiy Isredza Rahmi A Hamid
(2015) Group-Based Nearest Neighbour In Cervical Cancer Screening, ARPN Journal of Engineering and Applied Sciences , ISBN:1111111111
NOOR AZAH SAMSUDIN
(2014) Extended Naive Bayes For Group-Based Classification, Lecture Notes, Springer
Noor Azah Binti Samsudin
(2011) A Customizable Wireless Food Ordering System With Real-Time Customer Feedback, IEEE Xplore
Noor Azah Binti Samsudin
(2011) Procedure Automation With Immediate User Notification: A Case Study, IEEE Xplore

Consultancies

YearDescriptionLevel
2017 Visiting Lecturer, University Telkom, Bandung 2017 Deliver lectures on Object-oriented Programming using Java and Public Lecture on Group-based Classification International
2015 Examination Panel for Matriculation Programme, Ministry of Education, 2015 National
2014 Examination Panel for Matriculation Programme, Ministry of Education, 2014 National

Supervision

YearDescriptionRole
2017 Reviewer for International Conference on Soft Computing and Data Mining, 2017 Reviewer for International Conference on Quranic Informatics and Innovation (QUINN,2107) Referee
2017 Supervisor for Adeleke Abdullahi, Master, UTHM, 2017 Supervisor for Mazniha Berahim, PhD, UTHM, 2017 Supervisor for Wareesa Shariff, PhD, UTHM, 2017 Supervisor for Dede Rohidin, PhD, UTHM, 2017 Supervisor
2017 Examiner for Computer Science Subject, Matriculation Programme, Ministry of Education (2017) Examiner
2015 Supervisor for Wareesa, PhD, UTHM 2015 Supervisor
2015 Supervisor for Final Year Project, 8 Undergraduate Students (Bachelor of IT), 2015 Supervisor
2014 Supervisor for Final Year Project, 10 Undergraduate Students (Bachelor of IT), 2014 Supervisor

Extension & Public Services

YearDescriptionLevel
2017 Facilitator for Starting School Programme, 2014-2017 University
2015 Invited Speaker for Pre-University Programme at SMK Dato' Sulaiman, Pt Sulong 2015. Government
2014 Trainer and Facilitator for Starting School Programme, UTHM Orientation Week, 2014 - 2015 University

Courses & Training

YearDescription
Organiser / Venue		Date
2022 SERVICE LEARNING MALAYSIA - UNIVERSITY FOR SOCIETY (SULAM)
UTHM / ONLINE 		23/05/2022
2022 SEMINAR 'THE RIGHT TIME FOR DIGITAL TRANSFORMATION'
LAIN-LAIN / zoom meeting 		12/04/2022
2022 WEBINAR PENYEDIAAN MODUL P&P UTHM 2022 SIRI 3
UTHM / PAUTAN GOOGLE MEET 		15/03/2022
2022 SEMINAR INNOVATIVE TEACHING AND LEARNING ACTIVITIES IN NEW NORMS
PEJABAT PENDAFTAR,UTHM / ZOOM 		14/03/2022
2022 SESI TNCPI BERSAMA STAF AKADEMIK FSKTM
FSKTM, UTHM / SECARA ZOOM 		25/02/2022
2021 KURSUS PEMBIKINAN VIDEO UNTUK AMALI ATAS TALIAN
UTHM / Atas Talian (Zoom) 		02/12/2021
2021 KURSUS TEAMS + CLASS NOTEBOOK (ONE STOP CENTRE LEARNING MANAGEMENT SYSTEM)
UTHM / Atas Talian (Zoom) 		09/11/2021
2021 BENGKEL PEMURNIAN KURIKULUM PROGRAM BERDASARKAN TVET
PUSAT PEMBANGUNAN AKADEMIK, UTHM / BILIK SEMINAR LESTARI 2 		08/11/2021
2021 PREPARATION AND PRESENTATION SKILLS FOR IN-STUDIO / ON-SCREEN TEACHING
UTHM / Atas Talian 		10/10/2021
2021 KHAS UNTUK PEMBANGUN MOOC UTHM; CARA MUDAH DAN PANTAS BUAT VIDEO PENGAJARAN DENGAN OBS STUDIO
UTHM / Atas Talian 		06/10/2021
2021 FSKTM TOS SERIES : TRAINING OF SUPERVISORS - RESEARCH INSTRUMENTS DEVELOPMENT AND VALIDATION
FSKTM, UTHM / SECARA ATAS TALIAN GOOGLE MEET 		26/09/2021
2021 JERAYAWARA PUSAT APEL - SESI PENERANGAN APEL.A BERSAMA PENGURUSAN AKADEMIK DAN STAF FAKULTI
UTHM / DALAM TALIAN - GOOGLE MEET 		23/09/2021
2021 KURSUS BEKERJA LEBIH BIJAK DENGAN MICROSOFT EXCEL: MANIPULASI DATA
UTHM / SECARA ONLINE ZOOM MEETING 		12/09/2021
2021 TUTORIAL PANDUAN PENGISIAN MAKLUMAT KENAIKAN PANGKAT STAF AKADEMIK (LALUAN PENGAJARAN)
UTHM / APLIKASI ZOOM 		05/09/2021
2021 WEBINAR KAUNSELOR KONGSI ILMU (2KI) BEKERJA DARI RUMAH : BAHAGIA ATAU DERITA
UTHM / GOOGLE MEET 		18/08/2021
2021 BENGKEL CONCERNS-BASED ADOPTION MODEL (CBAM) ONLINE WORKSHOP ANJURAN GERAN KONSORTIUM KECEMERLANGAN PENYELIDIKAN (LEARNING & TEACHING FOR 4IR)
UTM / ZOOM MEETING PLATFORM 		24/04/2021 - 25/04/2021
2021 TAZKIRAH RAMADHAN SIRI 1 FSKTM 2021
UTHM / PLATFORM GOOGLE MEET https://forms.gle/F4njEFEszCMvyysLA 		22/04/2021
2021 TALENT DISCOVERY PROGRAM SIRIES 12 DATA ANALYTIC IN INDUSTRY
UTHM / - 		21/02/2021
2021 TALENT DISCOVERY PROGRAM - SERIES 12 DATA ANALYTICS IN INDUSTRY
UTHM / BILIK MESYUARAT, MINT-SRC, IIE 		21/02/2021
2021 JERAYAWARA KRITERIA BAHARU PENILAIAN PRESTASI TAHUNAN & KENAIKAN PANGKAT STAF AKADEMIK UTHM BERSAMA FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
UTHM / GOOGLE MEET 		05/01/2021
2020 KURSUS PENGURUSAN, PERANCANGAN DAN PEMIKIRAN STRATEGIK
PEJABAT PENDAFTAR,UTHM / BILIK LATIHAN SERI TERATAI, ARAS 1 PEJABAT PENDAFTAR. 		12/10/2020 - 13/10/2020
2020 TAKLIMAT DAN AKTIVITI PERSEDIAAN KEMUDAHAN PENGAJARAN & PEMBELAJARAN PATUH SOP COVID
UTHM / FOYER FSKTM 		04/10/2020
2020 KNOWLEDGE SHARING SESSION : SOME SKILLS FOR EFFECTIVE SUPERVISION OF FYP - STUDENTS : IOT - BASED PROJECTS
UTHM / FSKTM 		30/09/2020
2020 PROGRAM SHARING SESSION BIL 1/2020
UTHM / AUDITORIUM FSKTM 		02/09/2020
2020 SYARAHAN PROFESOR ADJUNG FSKTM 2020 : THE REALITY OF CYBER THREATS TODAY
UTHM / AUDITORIUM FSKTM 		17/08/2020
2020 PORGRAM BERSAMA PROFESOR ADJUNG FSKTM
UTHM / BILIK MESYUARAT UTAMA ARAS 7, FSKTM 		17/08/2020
2020 WEBINAR VISIITING PROFESOR " WOW IMPRESSIVE RESEARCH : CAN YOU EXPLAIN WHAT IT IS AGAIN ?"
UTHM / GOOGLE MEET 		12/07/2020
2020 FORUM ATAS TALIAN ANJURAN MYRIVET : CHALLENGES AND PRACTICAL STRATEGIES FOR ONLINE TEACHING IN TVET
UTHM / - 		22/06/2020
2020 INDUSTRY 5.0 WHAT SHOULD WE PREPARE
UTHM / - 		18/05/2020
2020 TEACH CALCULATION BASED COURSE DURING MCO
UTHM / - 		23/04/2020
2020 TAKLIMAT PROGRAM MALAYSIA SOCIAL INNOVATION (MYSI) 2020
UTHM / RESEARCH LOUNGE (RMC) 		10/03/2020
2020 KOLOKIUM BIL 1/2020 FSKTM
UTHM / BILIK MESYUARAT UTAMA, ARAS 7 FSKTM 		09/03/2020
2020 MAJLIS PERJUMPAAN PAGI BERSAMA YBHG. NAIB CANSELOR
UTHM / - 		05/03/2020
2020 INTERNATIONAL WORKSHOP ON PROBLEM BASED LEARNING : A PRACTICAL JAPANESE APPROACH
UTHM / - 		02/03/2020
2020 DATA MINING FOR ENVIRONMENTAL STUDY
PUSAT TEKNOLOGI MAKLUMAT, UTHM / , 		27/02/2020
2020 BENGKEL ' INTERNATIONAL WORKSHOP ON 4TH INDUSTRIAL REVOLUTION AND TVET INNOVATION
UTHM / BILIK LESTARI 1, PTTA 		12/02/2020 - 13/02/2020
2020 KURSUS TRANING OF TRAINER (TOT):PENAMBAHBAIKAN KUALITI BERTERUSAN (CQI) BAGI PROGRAM AKADEMIK
PUSAT PEMBANGUNAN AKADEMIK, UTHM / BILIK LATIHAN CAD 		10/02/2020
2020 THE 4TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND DATA MINING 2020 (SCDM'20)
UTHM / HOLIDAY INN MELAKA 		22/01/2020 - 23/01/2020
2020 BENGKEL TOT MODUL MY FUTURE 2020
PEJABAT PENDAFTAR,UTHM / DEWAN 1 UTHM 		21/01/2020
2020 BENGKEL TOT MODUL MY FUTURE 2020
UTHM / DEWAN 1, UTHM 		21/01/2020

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