Staff Profile

Full NameDr. NORHALINA BINTI SENAN
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN MULTIMEDIA
Email
Designation DS52 - PENSYARAH KANAN
  PENYELIDIK UTAMA
APPLICATION & RESEARCH ON MULTIMEDIA (AROMA)
FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
  KETUA JABATAN
JABATAN SISWAZAH
FAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT

Field of Expertise

Field Category (KPT) INFORMATION, COMPUTER AND COMMUNICATIONS TECHNOLOGY (ICT)
Field (KPT) Emergent Information Technology
Field of Specialization (KPT) Human Computer Interaction (HCI)

Areas of Research Interest

1. Data Mining, Classification, Rough Set, Feature Selection, Signal Processing, Multimedia Content Development

Academic Qualification

YearQualificationInstitution
2013 DOKTOR FALSAFAH TEKNOLOGI MAKLUMAT UNIVERSITI TUN HUSSEIN ONN MALAYSIA
2004 SARJANA SAINS KOMPUTER UNIVERSITI TEKNOLOGI MALAYSIA
2000 SARJANA MUDA SAINS KOMPUTER UNIVERSITI TEKNOLOGI MALAYSIA

Professional Appointments

DS52 - Pensyarah Kanan

Management Experience

DateDescription
01/05/2021 - 30/04/2023 Ketua Jabatan
Fakulti Sains Komputer dan Teknologi Maklumat, Jabatan Siswazah
25/04/2021 - 31/12/2022 Penyelidik Utama
Fakulti Sains Komputer dan Teknologi Maklumat, Application & Research on Multimedia (ARoMa)
01/01/2019 - 31/12/2020 Penyelidik Kanan
Fakulti Sains Komputer dan Teknologi Maklumat, Pusat Penyelidikan - Soft Computing & Data Mining Centre
01/01/2018 - 31/12/2019 Ketua Kumpulan Fokus (FG)
Fakulti Sains Komputer dan Teknologi Maklumat, Multimedia Research Group (MeRG)
01/11/2004 - 31/10/2006 Ketua Makmal
Fakulti Sains Komputer dan Teknologi Maklumat, Jabatan Sistem Maklumat

Teaching Experience

YearDescriptionLevel
2019 Professional Ethics & Occupational Safety [BIC21102], Session 20182019 Semester 2, Universiti Tun Hussein Onn Malaysia, 2019. University
2019 Human-Computer Interaction [BIM30503], Session 20182019, Semester 1, Universiti Tun Hussein Onn Malaysia, 2019. University
2019 Multimedia System and Application [BIM20404], Session 20182019 Semester 2,Universiti Tun Hussein Onn Malaysia, 2019. University
2018 Multimedia System & Application [BIM20404], Session 20182019, Semester 2, Universiti Tun Hussein Onn Malaysia, 2018. University
2018 Creativity & Innovation [BIC31502],Session 2017/2018, Semester 2, Universiti Tun Hussein Onn Malaysia, 2018. University
2018 Human-Computer Interaction [BIM30503], Session 20172018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2018. University
2017 Multimedia System and Application [BIM30503], Session 20162017 Semester 2, Universiti Tun Hussein Onn Malaysia, 2017. University
2017 Professional Ethics and Occupational Safety [BIC20112], Session 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017. University
2017 Human-Computer Interaction [BIM30503], Session 20162017 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017. University
2017 Environmental & Occupational Safety [BPK30702], Session 20172018 Semester 1, Universiti Tun Hussein Onn Malaysia, 2017. University
2016 Multimedia System and Application [BIM20404], Session 20152016 Semester 2, Universiti Tun Hussein Onn Malaysia, 2016. University
2016 Human-Computer Interaction [BIM30503], Session 20152016 Semester 1, Universiti Tun Hussein Onn Malaysia, 2016. University
2015 Human & Machine Interface [BIT31603], Session 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2015. University
2015 Industrial Training [BIT40112], Session 2014/2015 Semester 2, Universiti Tun Hussein Onn Malaysia. 2015. University
2015 Industrial Training [BIC41812], Session 2014/2015 Semester 2, Universiti Tun Hussein Onn Malaysia. 2015. University
2015 Professional Ethics & Occupational Safety [BIC21102], Session 2014/2015 Semester 2, Universiti Tun Hussein Onn Malaysia. 2015. University
2015 Human-Computer Interaction [BIM30503], Session 2014/2015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2015. University
2014 Latihan Industri [BIT40112], Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Interaksi Manusia-Komputer [BIM30503], Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia 2014 University
2014 Latihan Industri [BIT40112], Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Antaramuka Manusia dan Mesin [BIT31603], Sesi 20142015 Semester 1, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Sistem dan Aplikasi Multimedia [BIM20404], Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Latihan Industri [BIC41812], Sesi 201420125 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2014 Etika Professional dan Keselamatan Pekerjaan [BIC21102], Sesi 20142015 Semester 2, Universiti Tun Hussein Onn Malaysia, 2014 University
2013 Struktur Data [BIC10404], Sesi 20132014 Semester 2, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Latihan Industri [BIT40112], Sesi 20132014 Semester 2, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Sistem dan Aplikasi Multimedia [BIM20404], Sesi 20132014 Semester 2, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Latihan Industri [BIT4019], Sesi 20132014 Semester 1, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Metodologi Penyelidikan Projek [BIT33403], Sesi 20132014 Semester 1, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Latihan Industri [BIT40112], Sesi 20132014 Semester 1, Universiti Tun Hussein Onn Malaysia, 2013 University
2013 Interaksi Manusia-Komputer [BIM30503], Sesi 20132014 Semester 1, Universiti Tun Hussein Onn Malaysia, 2013 University
2012 Pengurusan Projek Multimedia [BIT32003], Sesi 20122013 Semester 1, Universiti Tun Hussein Onn Malaysia, 2012 University
2012 Multimedia Pengarangan [BIT31803], Sesi 20122013 Semester 1, Universiti Tun Hussein Onn Malaysia, 2012 University
2012 Multimedia Pengarangan [BIT3183], Sesi 20122013 Semester 1, Universiti Tun Hussein Onn Malaysia, 2012 University
2011 Kemahiran Teknologi Maklumat [BIT10803], Sesi 20112012 Semester 3, Universiti Tun Hussein Onn Malaysia, 2011 University
2011 Kemahiran Teknologi Maklumat [BIT1083], Sesi 2011/2012 Semester 3, Universiti Tun Hussein Onn Malaysia, 2011 University
2008 Realiti Maya [BIT3252], Sesi 20082009 Semester 2, Universiti Tun Hussein Onn Malaysia, 2008 University
2008 Multimedia Pengarangan [BIT3183], Sesi 20082009 Semester 1, Universiti Tun Hussein Onn Malaysia, 2008 University
2008 Pengaturcaraan Komputer [BFC2042], Sesi 20082009 Semester 1, Universiti Tun Hussein Onn Malaysia, 2008 University
2007 Pengaturcaraan Komputer [BIT1022], Sesi 20072008 Semester 1, Universiti Tun Hussein Onn Malaysia, 2007 University
2006 Pengenalan Kepada Multimedia [DIT1093], Sesi 20062007 Semester 2, Universiti Tun Hussein Onn Malaysia, 2006 University
2006 Pengenalan Kepada Multimedia [BIT1043], Sesi 20062007 Semester 2, Universiti Tun Hussein Onn Malaysia, 2006 University

Research Grants And Contracts

CodeTitleDesignationEnd Date
M076 Integration of Fatman Marketing, Ordering and Payment System Ahli 30/11/2023
K400 A New Framework of Persuasive Design Approach in Augmented Reality Learning Environment for Early Childhood Education Ketua 06/09/2023
H939 Development of Extended Reality Application to Enhance Agriculture Ahli 30/06/2023
H868 RESEARCH AND INNOVATION IN CULTURE AND HERITAGE JOHOR (RICHER) Ahli 14/03/2022
A127 A collaborative Multi-agency Platform for Building Resilient Communities Ahli 31/12/2021
H483 Program : Paddy Disease Detection and Classification using Image Processing Projek : System Development for Drone Capability Ahli 31/12/2021
H740 UTHMAR : UTHM Academic Program Promotion using Augmented Reality Technology Ketua 31/10/2021
K244 DISASTER RESILIENCE IN THE ADVENT OF THE FOURTH INDUSTRIAL REVOLUTION (RESILIENCE4FWRD) Ahli 30/10/2021
K123 Biometric Construction Site Access Control with Workforce Management System Ahli 31/03/2021
M008 Access Control and Workforce Management System for Construction Site Ahli 31/03/2021
H100 NEUCUBE-fMRI SEMI-SUPERVISED MODEL FOR LEARNING AND MINING OF 3D SPATIOTEMPORAL DATA Ahli 31/12/2020
1608 An Improved Convolution Neural Network Algorithm Using Wavelet Noise filtering Technique for Violence Video Classification (Tajuk Baru) An Improved Algorithm for Violence Video Classification Using Convolutional Neural Networks(Tajuk Lama) Ketua 31/01/2020
1643 A New Limited Tolerance Relation of Rough Set Approach for Incomplete Information Systems Ahli 15/07/2019
U816 Preparedness disasters games for volunteer Ahli 28/02/2019
D001 A New Classification Algorithm for Digital Mammograms Based On Fuzzy Softset Ketua 16/01/2019
B082 Celik Ibadah Ketua 30/09/2018
U110 FUSSCYIER : AN EFFICIENT MAMMOGRAM IMAGES CLASSIFICATION BASED ON FUZZY SOFT SET Ketua 30/09/2017
0765 Traditional Malay Musical Instruments Sound Processing using Rough Set Theory Ahli 28/02/2013
0341 Web Based Audio on Demand for Radio Broadcasts Ketua 31/10/2008
0181 Design and Development of a FTMM Video on Demand (VoD) System for Supporting Teaching and Learning Ahli 31/12/2005

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
Baharudin M., et al
(2002) A Book On C: Fundamentals, McGraw-Hill (Malaysia) , 1, ISBN:9789832606093
Book Chapters
Nur Adilah Mohtar, Muhammad Fakri Othman, Norhalina Senan, Suriawati Suparjoh
(2020) Aplikasi Buku Cerita Interaktif Kisah Nabi Sulaiman A.S., Sistem Dan Aplikasi Multimedia : Pembangunan Terkini (Siri 1), UTHM , 60, ISBN:9789672916529
Nur Azilarina Mohd Termezai, Norhalina Senan, Muhammad Fakri Othman, Suriawati Suparjoh
(2020) Aplikasi Linus Matematik Berasaskan Permainan, Sistem Dan Aplikasi Multimedia ?Pembangunan Terkini (Siri 1), UTHM , 71, ISBN:9789672916529
Mohammad Nursi Azuddin, Muhammad Fakri Othman, Norhalina Senan, Suriawati Suparjoh
(2020) Aplikasi Permainan Mudah Alih Vespa Ventures, Sistem Dan Aplikasi Multimedia : Pembangunan Terkini (Siri 1), UTHM , 84, ISBN:9789672916529
Muhd Hafizin Noor Aziddin, Norhalina Senan
(2018) A Review Of Violent Video Classification Using Deep Neutral Network (Dnn), Data Engineering And Information Security Series 2 , UTHM , 41, ISBN:9789672216582
Nur Faizura Ahmad Fuadi, Muhammad Fakri Othman, Norhalina Senan
(2017) Chapter 4 - Comparative Analysis Of Gamification Approaches In Education , Research Book - Data Engineering And Information Security Series 1, UTHM , 27, ISBN:9789672110583
Norhalina Senan, Lim Sie Hui, Suriawati Suparjoh & Muhammad Fakri Othman
(2017) Enhancing User Experience In Interactive Directory Kiosk With Virtual Walkthrough, Selected Topics In Information Technology, UTHM , 15, ISBN: 9789672110019
General Publications
Norhalina Binti Senan
(2012) Teknologi Multimedia, UTHM
Mohd Farhan Md Fudzee, Mohd Norasri Ismail, Suriawati Suparjoh, Norhalina Senan
(2008) Multimedia : Laboratories Activities, UTHM
Norhalina Senan, Suriawati Suparjoh dan Norhanifah Murli
(2007) Graphic Publishing, UTHM
Journal
Iwan Tri Riyadi Yanto, Rohmat Saedudin, Sely Novita Sari, Mustafa Mat Deris, Norhalina Senan
(2021) Soft Set Multivariate Distribution For Categorical Data Clustering, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, NSIGHT - INDONESIAN SOCIETY FOR KNOWLEDGE AND HUMAN DEVELOPMENT , 11, 1841, ISSN:20885334
Norhalina Senan, Muhammad Aamir, Rosziati Ibrahim, Nik Shahidah Afifi bte Md Taujuddin, Wan Hanim Nadrah bte Wan Muda,
(2020) An Efficient Convolutional Neural Network For Paddy Leaf Disease And Pest Classification, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, THE SCIENCE AND INFORMATION (SAI) ORGANIZATION , 7, 116, ISSN:21565570
N. S. A. M Taujuddin, A.I.A Mazlan, R. Ibrahim, S. Sari, A. R. A Ghani, N. Senan, W.H.N.W Muda
(2020) Detection Of Plant Disease On Leaves Using Blobs Detection And Statistical Analysis, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS (IJACSA), SCIENCE AND INFORMATION ORGANIZATION , 9, 407, ISSN:21565570
Muhammad Asif Saleem, Norhalina Senan, Rehan Ahmad
(2020) Study On Crack Detection Using Image Processing Techniques And Deep Learning - A Survey, INTERNATIONAL JOURNAL OF SCIENTIFIC AND TECHNOLOGY RESEARCH, INTERNATIONAL JOURNAL OF SCIENTIFIC AND TECHNOLOGY RESEARCH , 2, 6263, ISSN:22778616
Ashikin Ali, Norhalina Senan, Iwan Tri Riyadi Yanto, Saima Anwar Lashari
(2019) Classification Performance Of Violence Content By Deep Neural Network With Monarch Butterfly Optimization, INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, SCIENCE AND INFORMATION ORGANIZATION , 12, 511, ISSN:21565570
Nur Faizura Ahmad Fuadi, Muhammad Fakri Othman, Norhalina Senan
(2018) Perception Of Mathematics Game'S Design For Primary School: Based On Teachers' Opinions , JOURNAL OF PHYSICS: CONFERENCE SERIES, IOP Publishing , 7, 012085, ISSN:17426596
S.A. Lashari, R. Ibrahim, N.S.A.M. Taujuddin, N. Senan, S. Sari
(2018) Thresholding And Quantization Algorithms For Image Compression Techniques: A Review, ASIA-PACIFIC JOURNAL OF INFORMATION TECHNOLOGY AND MULTIMEDIA, Universiti Kebangsaan Malaysia (UKM) , 6, 83, ISSN:22892192
Saima Anwar Lashari, Rosziati Ibrahim, and Norhalina Senan
(2017) Medical Data Classification Using Similarity Measure Of Fuzzy Soft Set Based Distance Measure, JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING, UTEM , 9, 95, ISSN:22898131
Ashikin Ali, Norhalina Senan
(2017) The Effect Of Normalization In Violence Video Classification Performance, IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING, IOP Publishing Ltd , 8, 012082, ISSN:1757899X
Saima Anwar Lashari, Rosziati Ibrahim and Norhalina Senan
(2016) Comparative Study Of Wavelet De-Noising Threshold Filters For Mammogram Images Classification Based On Fuzzy Soft Set Theory, ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, ARPN , 9, 10735, ISSN:18196608
Hairulnizam Mahdin, Norhalina Senan, Shahreen Kasim, Noraini Ibrahim and Nurul Azma Abdullah
(2016) Teaching Computer Programming To Ipad Generation , ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES, Asian Research Publishing Network (ARPN) , 12, 1, ISSN:18196608
Saima Anwar Lashari, Rosziati Ibrahim and Norhalina Senan
(2015) Fuzzy Soft Set Based Classification For Mammogram Images, INTERNATIONAL JOURNAL OF COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT APPLICATIONS, Dynamic Publishes, Inc., USA , 1, 066, ISSN:21507988
Saima Anwar Lashari, Rosziati Ibrahim and Norhalina Senan
(2015) Wavelet Threshold De-Noising For Mammogram Images, INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND ITS APPLICATIONS, SERSC , 6, 215, ISSN:17389984
Prosiding / Seminar
Elfira Zahira Mohamed Zalehan & Norhalina Senan
(2021) Aplikasi Pembelajaran Mudahalih Mengenal Huruf Kecil B Dan Huruf Kecil D Untuk Kanak-Kanak Disleksia, UTHM , 242, ISBN:27735141
Afiq Hazim Hairul Mazhan, Norhalina Senan
(2021) Ocean Survive (Dugong Story): Pembangunan Permainan Mudah Alih 3d, UTHM , 378, ISBN:27735141
Suaidi Hamid, Norhalina Senan
(2021) Personality Career Test Android Mobile Application, UTHM , 404, ISBN:27735141
Nur Azimah Tahir, Norhalina Senan
(2021) The Development Of Memory Mobile Games For Alzheimer'S And Dementia Patients, UTHM , 393, ISBN:27735141
Ashikin Ali, Norhalina Senan, Iwan Tri Riyadi Yanto
(2020) Designing Deep Neural Network With Chicken Swarm Optimization For Violence Video Classification Using Vsd2014 Dataset, SPRINGER NATURE , 47, ISBN:9783030360559
Nurhakimah Azwani Md Najib, Norhalina Senan
(2020) Uthm Herbs Garden Application Using Augmented Reality, UTHM , 181, ISBN:27735141
Muhamad Nazmi bin Said; Norhalina binti Senan; Mohd Fakri Othman; Mohd Helmy Abd Wahab; Mohd Noor Derahman
(2020) Virtual Kiosk: Taman Herba, IEEE EXPLORE , 1, ISBN:20132910
Senan, N., Ibrahim, R., Mohd. Nawi, N., Riyadi Yanto, I.T., Herawan, T.
(2019) Rough Set Approach For Attributes Selection Of Traditional Malay Musical Instruments Sounds Classification., SPRINGER , 509, ISBN:9783642209970
Saima Anwar Lashari, Rosziati Ibrahim, Norhalina Senan and N. S. A. M. Taujuddin
(2018) Application Of Data Mining Techniques For Medical Data Classification: A Review, MATEC , 06003, ISBN:2261236X
NUR FAIZURA AHMAD FUADI, MUHAMMAD FAKRI OTHMAN, NORHALINA SENAN
(2018) Comparison Of Approaches Made To Enhance Pupils Numeracy Skill, SPRINGER, CHAM , 396, ISBN:9783319725
NOR ASMA MOHD ZIN, ROZIANIWATI YUSOF, SAIMA ANWAR LASHARI, AIDA MUSTAPHA, NORHALINA SENAN, ROSZIATI IBRAHIM
(2018) Content-Based Image Retrieval In Medical Domain: A Review, UNIMAP , 012044, ISBN:17426588
Ashikin Ali, Norhalina Senan
(2018) Violence Video Classification Performance Using Deep Neural Networks, SPRINGER, CHAM , 225, ISBN:9783319725499
Ashikin Ali and Norhalina Senan
(2017) A Review On Violence Video Classification Using Convolutional Neural Networks, Springer , 130 , ISBN:978331951281
MUHAMMAD FAKRI OTHMAN, WENDY KEAY-BRIGHT, NORHALINA SENAN, SURIAWATI SUPARJOH
(2017) Application Of A Computer Animation Technique To Assist The Teaching Of Pre-Handwriting Skills To Children With Coordination Difficulties/Dyspraxia, EDP SCIENCES/MATEC WEB OF CONFERENCES , 1, ISBN:2261236X
Saima Anwar Lashari, Rosziati Ibrahim, Norhalina Senan,Iwan Tri Riyadi Yanto, and Tutut Herawan
(2017) Application Of Wavelet De-Noising Filters In Mammogram Images Classification Using Fuzzy Soft Set, Springer , 529 , ISBN:9783319512815
ALLYSHARONE SAINTIM, MUHAMMAD FAKRI OTHMAN, NORHALINA SENAN AND SURIAWATI SUPARJOH
(2017) Attracting School Children On Interesting Places Through 2d Side-Scrolling Mobile Game, AMERICAN INSTITUTE OF PHYSICS , 1, ISBN:978-073541573-7
Norhalina Senan, Wan Azizah Wan Ab Aziz, Muhammad Fakri Othman & Suriawati Suparjoh
(2017) Embedding Repetition (Takrir) Technique In Developing Al-Quran Memorizing Mobile Application For Autism Children, EDP SCIENCES/MATEC WEB OF CONFERENCES , 1, ISBN:2261-236X
MUHAMMAD FAKRI OTHMAN, NORHALINA SENAN, SURIAWATI SUPARJOH AND WENDY KEAY-BRIGHT
(2017) User-Centred Design And Experience Prototyping: Design And Implementation Of Pre-Handwriting Intervention To Children With Coordination Difficulties/Dyspraxia. , AMERICAN INSTITUTE OF PHYSICS , 1, ISBN:978-073541573-7
Saima Anwar Lashari, Rosziati Ibrahim and Norhalina Senan
(2015) Effect Of Presence/Absence Of Noise In Mammogram Images Using Fuzzy Soft Set Based Classification, IEEE , ISBN:9781479962105
Lashari, S.A., Senan, N., Ibrahim, R.
(2015) Effect Of Presence/Absence Of Noise In Mammogram Images Using Fuzzy Soft Set Based Classification., IEEE , 130, ISBN:9781479962112
Lashari, S.A., Ibrahim, R., Senan, N.
(2014) Denoising Analysis Of Mammogram Images In The Wavelet Domain Using Hard And Soft Thresholding, IEEE , 353, ISBN:9781479981151
Saima Anwar Lashari, Rosziati Ibrahim & Norhalina Senan
(2012) Soft Set Theory For Audio Classification Of Traditional Pakistani Musical Instruments, IEEE , ISBN:9781467319379
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Iwan Tri Riyadi Yanto and Tutut Herawan
(2011) Rough Set Approach For Attributes Selection Of Traditional Malay Musical Instruments Sounds Classification, Springer Berlin Heidelberg , ISBN:9783642209970
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Iwan Tri Riyadi Yanto, Tutut Herawan
(2011) Rough Set Theory For Feature Ranking Of Traditional Malay Musical Instruments Sounds Dataset, Springer Berlin Heidelberg , ISBN:9783642221903
Senan, N., Ibrahim, R., Mohd. Nawi, N., Herawan, T.
(2011) Rough Set Theory For Future Ranking Of Traditional Malay Musical Instrument Sound Dataset, SPRINGER , 516, ISBN:9783642221903
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, and Tutut Herawan
(2010) Soft Set Theory For Feature Selection Of Traditional Malay Musical Instrument Sounds, Springer Berlin Heidelberg , ISBN:9783642161667
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Musa Mohd Mokji, and Tutut Herawan
(2010) The Ideal Data Representation For Feature Extraction Of Traditional Malay Musical Instrument Sounds Classification, Springer Berlin Heidelberg , ISBN:9783642149214
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi
(2009) A Study On Traditional Malay Musical Instruments Sounds Classification System, ACM New York, USA , ISBN:9781605586601
Norhalina Senan, Rosziati Ibrahim, Nazri Mohd Nawi, Musa Mohd Mokji
(2009) Feature Extraction For Traditional Malay Musical Instruments Classification System, IEEE , ISBN:9781424453306

Supervision

YearDescriptionRole
2019 Internal Examiner for Thesis: Haseeb Ali (2019): Improved Adaptine Semi-Unsupervised Weighted Oversampling (IA-SUWO) using Sparsity Factor for Imbalanced Datasets Examiner
2016 Co-Supervisor for Saima Anwar Lashari, PhD, Universiti Tun Hussein Onn Malaysia,2016. Supervisor
2014 Supervisor for Nurul Khazfiza Binti Bujang @ Karim, Degree, UTHM, 2014 Supervisor
2014 Supervisor for Nor Aien Binti Abdul Samat, Degree, UTHM, 2014 Supervisor
2014 Supervisor for Nurul Fasihah Binti Mohd Idris, Degree, UTHM, 2014 Supervisor
2014 External Examiner for Fajrul Norman Rashid, M. Sc. (C.M) Thesis, Multimedia University, November 2014 External Examiner
2014 Supervisor for Nurul Intan Zuhaida binti Md Zulkifli, Degree, UTHM, 2014 Supervisor
2014 Supervisor for Siti Nur Aisyah Binti Abdol Rahim, Degree, UTHM, 2014 Supervisor
2014 Supervisor for Ashlanasraf Bin Ashaari, Degree, UTHM, 2014 Supervisor
2013 Supervisor for Alia Aila Binti Alias, Degree, UTHM, 2013 Supervisor
2013 Supervisor Rafidah binti Abdullah, Degree, UTHM, 2013 Supervisor
2013 Supervisor for Syila Nurfarhah Binti Ibrahim, Degree, UTHM, 2013 Supervisor
2013 Supervisor for Nurul Najwa Binti Abdullah, Degree, UTHM, 2013 Supervisor
2013 Supervisor for Hasyimah Binti Zakaria, Degree, UTHM, 2013 Supervisor
2008 Supervisor for Fadhilah Hanim Binti Hashim, Degree, UTHM, 2008 Supervisor
2008 Supervisor for Rosilawati Binti Masdar, Degree, UTHM, 2008 Supervisor
2008 Supervisor for Gan Hui Do, Degree, UTHM, 2008 Supervisor
2008 Supervisor for Hamdanawal Bin Muhamad Sukri, Degree, UTHM, 2008 Supervisor
2007 Supervisor for Halimatun Saadiah Binti Haron, Degree, UTHM, 2007 Supervisor
2007 Supervisor for Thevi a/p Maruthiayah, Degree, UTHM, 2007 Supervisor
2007 Supervisor for Sharul Ikhwan bin Ridzuan, Degree, UTHM, 2007 Supervisor
2006 Supervisor for Malvina Selukai, Degree, UTHM, 2006 Supervisor
2005 Supervisor for Nuzul Fitriah Binti Tahir, Degree, UTHM, 2005 Supervisor

Extension & Public Services

YearDescriptionLevel
2019 Examiner of Answer Scripts for Computer Science Course, Matriculation Division, Ministry of Education Malaysia, 2019. Government
2019 Program Comittee and Reviewer, SCDM International Conference 2020, 2019-2020 International
2019 STEM Program, Sekolah Kebangsaan Temenggong Ibrahim Penggaram Batu Pahat, Johor, 2019. District
2014 Program Committee, SCDM International Conference 2014 International
2014 Program Committee and Reviewer, DAENG International Conference 2014 (UM) International
2014 Pemeriksa Skrip Jawapan Kursus Sains Komputer, Bahagian Matrikulasi, KPM, 2013-2014 Government
2014 Program Keceriaan Taska Hikmah UTHM, 2014 University
2014 Programming Kids at CEC Kluang, FSKTM, UTHM, 22 Mac 2014 University

Courses & Training

YearDescription
Organiser / Venue		Date
2022 WEBINAR PENYEDIAAN MODUL P&P UTHM 2022 SIRI 3
UTHM / PAUTAN GOOGLE MEET 		15/03/2022
2022 SESI TNCPI BERSAMA STAF AKADEMIK FSKTM
FSKTM, UTHM / SECARA ZOOM 		25/02/2022
2021 FSKTM TOS SERIES : TRAINING OF SUPERVISORS - RESEARCH INSTRUMENTS DEVELOPMENT AND VALIDATION
FSKTM, UTHM / SECARA ATAS TALIAN GOOGLE MEET 		26/09/2021
2021 TAKLIMAT PERMOHONAN PROFESIONAL TECHNOLOGIES(TS) DAN CERTIFIED TECHNICIAN (TC) OLEH MALAYSIA BOARD OF TECHNOLOGIES(MBOT)
FKEE,UTHM / ZOOM 		09/08/2021
2021 KURSUS REKABENTUK & PENGURUSAN PROGRAM AKADEMIK TAHAP 1
PUSAT PENGAJARAN & PEMBELAJARAN, UTHM / UTHM 		12/07/2021
2021 BENGKEL PERSEDIAAN PNP SEMESTER II SESI 2020/2021
FSKTM, UTHM / - 		11/03/2021
2021 BENGKEL INPUTAN PLATFORM RESOURCE SPACE CRISIS
UTHM / BILIK PENCARIAN MAKLUMAT, ARAS 2, PERPUSTAKAAN TUNKU TUN AMINAH 		03/03/2021
2020 KNOWLEDGE SHARING SESSION : SOME SKILLS FOR EFFECTIVE SUPERVISION OF FYP - STUDENTS : IOT - BASED PROJECTS
UTHM / FSKTM 		30/09/2020
2020 PROGRAM BERJAYA VS BAHAGIA
UTHM / DEWAN AL FARABI, MASJID UTHM 		14/09/2020
2020 TRAINING OF TRAINERS (TOT) KURSUS DATA SCIENCE AND APPLICATIONS
PUSAT PEMBANGUNAN AKADEMIK, UTHM / AUDITORIUM AL JAZARI, PTTA 		09/09/2020 - 10/09/2020
2020 PORGRAM BERSAMA PROFESOR ADJUNG FSKTM
UTHM / BILIK MESYUARAT UTAMA ARAS 7, FSKTM 		17/08/2020
2020 SYARAHAN PROFESOR ADJUNG FSKTM 2020 : THE REALITY OF CYBER THREATS TODAY
UTHM / AUDITORIUM 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 KURSUS PEMERKASAAN PAK UTHM 2020
UTHM / BILIK KOMPUTER ( BLOK L, PERPUSTAKAAN), UTHM 		30/01/2020
2020 THE 4TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND DATA MINING 2020 (SCDM'20)
UTHM / HOLIDAY INN MELAKA 		22/01/2020 - 23/01/2020

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