UUM Experts

RESEARCHER INFO

Associate Prof. Ts. Dr. Izwan Nizal Bin Mohd Shaharanee
UUM College of Arts and Sciences
Sains Kuantitatif
nizal@uum.edu.my
4704

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RESEARCH PROFILE

Scopus Publons ORCiD Research Gate Google Scholar

ACADEMIC QUALIFICATION

1	2012, PhD Data Mining, Curtin University, Australia
2	2003, Master of Science Sains Komputer, Universiti Teknologi Malaysia, Universiti Teknologi Malaysia
3	2001, Bachelor Degree Teknologi Maklumat, , Universiti Utara Malaysia

AWARD

1	Invention, Innovation & Design on eLearning (IIDEL) Competition, MEIPTA DAN Jabatan Pengajian Tinggi, 2022, Antarabangsa
2	SILVER AWARD IIDEL (IUCEL 2021), Ministry of Higher Education Malaysia, 2021, Antarabangsa
3	Reviewer manuscript for Knowledge-Based Systems., Knowledge Based System Journal, 2018, Antarabangsa
4	Teknologis Berijazah, Lembaga Teknologis Malaysia, 2018, Kebangsaan
5	Penilai Jurnal - Knowledge based systems, Elsevier, 2017, Antarabangsa
6	Pingat Emas, IUCEL 2017, USIM MALAYSIA, 2017, Antarabangsa
7	Pingat Perak Pertandingan Inovasi Pendidikan 2017, UTLC UUM, 2017, Universiti
8	Anugerah Khidmat Rundingan Terbaik SQS 2016, Pusat Pengajian Sains Kuantitatif (SQS), UUM CAS, 2016, Universiti
9	Johan Program Penarafan & Pertandingan Laman Web/Blog Peringkat UUM, Universiti Utara Malaysia, 2015, Universiti
10	Pengucaptama Program Perkongsian Amalan Terbaik Pengintergrasian Persekitaran Pembelajaran Maya, Bahagian Teknologi Pendidikan Negeri Perak, 2014, Kebangsaan
11	(IIDEL)- NUCEL 2014 -PINGAT EMAS, UiTM dengan kerjasama Jabatan Pengajian Tinggi dan E-Learning IPTA Malaysia (MEIPTA), 2014, Kebangsaan
12	Pingat Perak, 3rd NATIONAL INVENTION, INNOVATION & DESIGN UiTM PERAK 2013, 2013, Kebangsaan

RECOGNITION

1	PANEL PENILAI,JURI,Antarabangsa,2021
2	PANEL PENILAI,Juri Pertandingan IIDEL dan E-Teacher,Antarabangsa,2019
3	PENCERAMAH,Penceramah,Antarabangsa,2022
4	PENCERAMAH,Penceramah,Antarabangsa,2020
5	PENCERAMAH,Penceramah,Antarabangsa,2020
6	SAINS KOMPUTER,REVIEWER,Antarabangsa,2020
7	PANEL PENILAI,JURI,Antarabangsa,2018
8	ICT,Article Journal Reviewer,Antarabangsa,2018
9	PANEL PENILAI,JURI MERANGKAP KETUA JURI,Antarabangsa,2019
10	JURI,JURI,Antarabangsa,2022
11	JURI,JURI BAGI ANUGERAH IUCEL 2023,Antarabangsa,2023
12	ICT,Penceramah,Kebangsaan,2014
13	ICT,Fasilitator,Kebangsaan,2014
14	PANEL PENILAI,PANEL PENILAI MAJLIS AKREDITASI TEKNOLOGI DAN TEKN,Kebangsaan,2023
15	AHLI PANEL,KETUA PANEL,Kebangsaan,2022
16	PANEL PENILAI,Member of the External Review Panel,Kebangsaan,2019
17	PANEL PENILAI,Panel Penilai Peralihan Program,Kebangsaan,2019
18	TRAINER,Master Trainer,Kebangsaan,2021
19	PANEL PENILAI, ,Kebangsaan,2023
20	EXAMINER OF VIVA,Penilai Luar,Kebangsaan,2023
21	PANEL PENILAI, ,Kebangsaan,2023
22	PANEL PAKAR, ,Kebangsaan,2023
23	PANEL PENILAI, ,Kebangsaan,2023
24	FINANCIAL PLANNING,Fasilitator,Universiti,2014
25	ICT,Fasilitator UTLC,Universiti,2014
26	ICT,Fasilitator PSB UUM,Universiti,2014
27	ICT,Fasilitator UTLC,Universiti,2014
28	ICT,Fasilitator Postgraduate Enhancement Series AHSGS,Universiti,2014
29	ICT,Fasilitator UTLC,Universiti,2014
30	ICT,Fasilitator Bengkel Weebly,Universiti,2014
31	ICT,Fasilitator SCU SQS,Universiti,2014
32	SAINS KOMPUTER,Fasilitator SCU SQS,Universiti,2014
33	ICT,Fasilitator Postgraduate Enhancement Series AHSGS,Universiti,2014
34	ICT,Fasilitator UTLC,Universiti,2014
35	EXAMINER OF VIVA,Internal Thesis Examiner,Universiti,2021
36	ICT,PENCERAMAH,Universiti,2019
37	AKADEMIK,Fasilitator OBE,Universiti,2019
38	EXAMINER OF VIVA,Pemeriksa Luar Sarjana Sains (Sains Komputer),Universiti,2022
39	PENCERAMAH,PENCERAMAH,Universiti,2020
40	SAINS KOMPUTER,Fasilitator Online Training: Utilizing Quizbot on,Universiti,2020
41	SAINS KOMPUTER,Penilai Dissertation Proposal Defense,Universiti,2020
42	SAINS KOMPUTER,Fasilitator Kursus Lanjutan Dashboard,Universiti,2020
43	SAINS KOMPUTER,Penilai Tesis,Universiti,2020
44	SAINS KOMPUTER,Felo Penyelidik CETMA,Universiti,2020
45	ICT,Felo Bersekutu,Universiti,2018
46	ICT,Research Fellow,Universiti,2018
47	ICT,Penceramah Bengkel,Universiti,2018
48	PEMERIKSA DALAMAN,Pemeriksa Dalaman,Universiti,2023
49	AKADEMIK,FASILITATOR OBE,Pusat Pengajian/Jabatan,2019
50	PAKAR RUJUK,Penasihat Bidang,Negeri,2022
51	SAINS KOMPUTER,Reviewer,Antarabangsa,2020
52	PANEL PENILAI,Panel Penilai Akreditasi Peralihan SWA,Kebangsaan,2019
53	FASILITATOR,Fasilitator,Universiti,2021
54	ICT,Fasilitator Postgraduate Enhancement Series AHSGS,Universiti,2014

AREA OF EXPERTISE

Predictive Analytics

Soft Computing

Data Mining

RESEARCH AREA

Data Mining

Decision Support System

Data Preprocessing And Data Quality

OVERVIEW

Izwan is a lecturer and researcher at the Department of Decision Science, School of Quantitative Sciences, Universiti Utara Malaysia. He received his PhD from Curtin University, Perth, Australia in 2012. His research areas mainly focus on data mining especially the quality issues, measures of interestingness, evaluation, and application of data mining models. He also has a great interest in solving problems in a diverse areas using data mining, decision support system and statistical techniques.

Izwan is a lecturer and researcher at the Department of Decision Science, School of Quantitative Sciences, Universiti Utara Malaysia. He received his PhD from Curtin University, Perth, Australia in 2012. His research areas mainly focus on data mining especially the quality issues, measures of interestingness, evaluation, and application of data mining models. He also has a great interest in solving problems in a diverse areas using data mining, decision support system and statistical techniques.

PUBLICATION CHART

LIST OF PUBLICATION

Abdul Halim B Abdul Majid, Houcine Meddour, Izwan Nizal Bin Mohd Shaharanee, Ustaz Suraidi Saad, Mohd Shahril Ahmad Razimi, (2023). ANALISIS TRANSFORMASI SISTEM PENILAIAN PRESTASI KAKITANGAN DI LEMBAGA ZAKAT NEGERI KEDAH. International Journal of Zakat and Islamic Philantrophy, 5(2), 1 - 8.

Ang Jin Sheng , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, Mohamad Fadli bin Zolkipli, (2023). Enabling efficient business process mining using flatten sequential structure model . Indonesian Journal of Electrical Engineering and Computer Science, 31(1), 531 - 541.

Sultan Juma Sultan Al, Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2023). CLUSTERING STUDENT PERFORMANCE DATA USING k-MEANS ALGORITHMS. Journal of Computational Innovation and Analytics, 2(1), 41 - 55.

Mohd Faisol B Md Salleh, Muhammad Muhaizam bin Musa, Mukhriz Izraf Bin Azman Aziz, Mohd Saifoul Zamzuri Bin Noor, Wan Roshidah Binti Fadzim, Izwan Nizal Bin Mohd Shaharanee, (2022). Determinants of students not paying their academic fees debts. Proceedings of the 8th Annual ECOFI Symposium 2022, 8(), 287 - 295.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2022). The Influence of Eating Habits among University Students on their Academic Performances. International Journal of Undergraduate Research, 3(2), 20 - 26.

Ang Jin Sheng , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2022). Framework to Mine XML Format Event Logs. International Journal of Advances in Soft Computing and Its Application, 14(3), 94 - 104.

Ani Munirah binti Mohamad, Shazida Jan Bt. Mohd Khan, Izwan Nizal Bin Mohd Shaharanee, Zakiyah Binti Zain, S. Kanageswari a/p Suppiah Shanmugam, (2022). PAPAN PEMUKA (DASHBOARD) SEBAGAI ALTERNATIF VISUALISASI INTEGRITI STAF. International Journal of Law, Government and Communication , 7(29), 285 - 295.

Kueh Chong Hua , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2021). A DECISION TREE CLASSIFIER FOR PREDICTING VOTER TURNOUT IN MALAYSIAN GENERAL ELECTION. Central Asia and the Caucasus , 22(5), 816 - 830.

Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, Hussin Bin Abdullah, Azlizan bin Talib, (2021). KEBERKESANAN PENERAPAN KEMAHIRAN INSANIAH MELALUI AKTIVITI KOKURIKULUM BERKREDIT DI KALANGAN MAHASISWA (INCULCATION OF SOFT SKILLS THROUGH CREDITED CO-CURRICULAR ACTIVITIES AMONG STUDENTS). International Journal of Education, Psychology and Counseling, 6(44), 30 - 37.

RUSLIANA BINTI RUSLE , Jastini Binti Mohd Jamil, Mohamad Fadli bin Zolkipli, Izwan Nizal Bin Mohd Shaharanee, (2021). Perceived Usefulness of Instagram as a Marketing Tool in Higher Education Institutions. Journal of ICT in Education , 8(1), 104 - 113.

NURHANA BINTI ROSLAN , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2021). Prediction of Student Dropout in Malaysian’s Private Higher Education Institute using Data Mining Application. Turkish Journal of Computer and Mathematics Education, 12(3), 2326 - 2334.

Ang Jin Sheng , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2021). A Framework to Analyze Business Process Log in XML Format. Turkish Journal of Computer and Mathematics Education, 12(3), 2623 - 2630.

Izwan Nizal Bin Mohd Shaharanee, Muhamad Shahbani bin Abu Bakar, Hasniza binti Nordin, Nik Mohd Baidzani Haddad Bin Ibrahim, Jastini Binti Mohd Jamil, Ang Jin Sheng , (2020). Assessing Lecturer’s Readiness for Online Learning Implementation during COVID -19 Outbreak. Turkish Journal of Computer and Mathematics Education, 19(2), 79 - 84.

Husna Izzati Muhamad Shahbani , Salleh Abd Rashid, Muhamad Shahbani bin Abu Bakar, Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2020). Effect of Small Private Online Course (SPOC) on Students’ Achievement in Pre-University Chemistry. International Journal of Learning, Teaching and Educational Research, 19(7), 189 - 203.

Azlan Faizal Bin Mohd Fazil , Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, Ang Jin Sheng , (2020). A framework to Reduce Cost Scrapping and Cost of Assemble Test Capacity in Semiconductor Integrated Circuit Manufacturing. Technology Reports of Kansai University, 62(7), 3625 - 3630.

Mohd Nasrun Bin Mohd Nawi, Suria Binti Musa, Amlus bin Ibrahim, Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2008). Perisian pengurusan projek: Suatu cadangan perancangan penyusunan aktiviti dalam perspektif pengajaran dan pembelajaaran di Malaysia. Journal of Technology and Operations Management, 3(1), 99 - 110.

Ahmad Afif Ahmarofi, Razamin Binti Ramli, Norhaslinda Binti Zainal Abidin, Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2020). VARIATIONS IN THE NUMBER OF HIDDEN NODES THROUGH MULTILAYER PERCEPTRON NETWORKS TO PREDICT CYCLE TIME. Journal of Information and Communication Technology , 19(1), 1 - 19.

Muhamad Shahbani bin Abu Bakar, Izwan Nizal Bin Mohd Shaharanee, Syahida Binti Hassan, Azman B Ta'a, Azman Bin Yasin, Ang Jin Sheng , Safiah Binti Suhaimi , (2020). Identify Entrepreneurial Opportunity by Mining Data from Social Media. International Journal of Advanced Science and Technology , 29(6s), 1778 - 1782.

CHINDO ABDULRASAQ AYINLA , Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2019). A Conceptual Framework for Predicting the Effects of Encroachment on Magnitude of Flood in Foma-River Area, Kwara State, Nigeria Using Data Mining. Test Engineering and Management, 81(0), 3913 - 3918.

Muhamad Shahbani bin Abu Bakar, Izwan Nizal Bin Mohd Shaharanee, Sharhida Zawani Binti Saad, Jastini Binti Mohd Jamil, (2019). Improving students’ experiences of learning environment using data mining techniques. International Journal of Recent Technology and Engineering , 7(6), 202 - 207.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2019). Tourism knowledge discovery through data mining techniques. AIP Conference Proceedings, 2138(), 040013-1 - 040013-6.

Azlan Faizal Bin Mohd Fazil , Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2019). Evaluation of machine learning classifiers in faulty die prediction to maximize cost scrapping avoidance and assembly test capacity savings in semiconductor integrated circuit (IC) manufacturing. AIP Conference Proceedings, 2138(), 040010-1 - 040010-6.

Jastini Binti Mohd Jamil, Nurul Farahin Binti Mohd Pauzi , Izwan Nizal Bin Mohd Shaharanee, (2018). An Analysis on Student Academic Performance by Using Decision Tree Models. Journal of Social Science Research, 6(0), 615 - 620.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2017). Student profiling on university co-curriculum activities using data visualization tools . Elevating the Power of Mathematics and Statistics, (), 040013-1 - 040013-6.

Chin Wan Yung , Ch'ng Chee Keong, Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2017). Analyzing the factors that influencing the success of post graduates in achieving graduate on time (GOT) using Analytic Hierarchy Process(AHP) . Elevating the Power of Mathematics and Statistics, 1905(1), 040009-1 - 040009-4.

HEMABEGAI A/P RAJENTHRAN , Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2017). Student profiling on university co-curricular activities using cluster analysis . Elevating the Power of Mathematics and Statistics, (), 050035-1 - –050035-6.

Husam Jasim Mohammed , Maznah binti Mat Kasim, Izwan Nizal Bin Mohd Shaharanee, (2018). Evaluation of E-Learning Approaches Using AHP-TOPSIS Technique . Journal of Telecommunication, Electronic and Computer Engineering , 10(1-10), 7 - 10.

Husam Jasim Mohammed , Maznah binti Mat Kasim, Izwan Nizal Bin Mohd Shaharanee, (2017). Selection of suitable e-learning approach using TOPSIS technique with best ranked criteria weights. Elevating the Power of Mathematics and Statistics, 1905(), 040019-1 - 040019-6.

Wan Yung Chin, Ch'ng Chee Keong, Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2017). Analyzing the factors that influencing the success of post graduates in achieving graduate on time (GOT) using analytic hierarchy process (AHP). THE 13TH IMT-GT INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS AND THEIR APPLICATIONS, 1905(), 00 - 00.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2017). A System Dynamic Simulation Model for Managing the Human Error in Power tools Industries . International Journal of Supply Chain Management, 6(3), 321 - 324.

Husam Jasim Mohammed , Maznah binti Mat Kasim, Izwan Nizal Bin Mohd Shaharanee, (2017). Evaluation of E-Learning Implementation in Higher Education Using Multi-Criteria Technique. International Journal in IT & Engineering, 05(02), 6 - 12.

Husam Jasim Mohammed , Maznah binti Mat Kasim, Izwan Nizal Bin Mohd Shaharanee, (2017). Evaluating of Flipped Classroom Learning Using Analytic Hierarchy Process Technique. International Journal of Trend in Research and Development, 4(2), 443 - 446.

Md. Azizul Baten, Jastini Binti Mohd Jamil, Norhaslinda Binti Zainal Abidin, Izwan Nizal Bin Mohd Shaharanee, IBNU AFFAN BIN JAAFAR , (2016). Gender-Specific Stochastic Frontier Health Efficiency Model in Malaysia. Journal of Telecommunication, Electronic and Computer Engineering , 8(10), 165 - 171.

Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, Sarah Syamimi binti Mohamad Rodzi , (2016). The Application of Google Classroom as a Tool for Teaching and Learning. Journal of Telecommunication, Electronic and Computer Engineering , 8(10), 5 - 8.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, Ve Chun Yung , (2016). An Innovative Data Mining and Dashboard System for Monitoring of Malaysian Dengue Trends. Journal of Telecommunication, Electronic and Computer Engineering , 8(10), 9 - 12.

Mohd Nasrun Bin Mohd Nawi, M.A. Othuman Mydin, Ezanee Bin Mohamed Elias, Izwan Nizal Bin Mohd Shaharanee, (2015). Suitability of IBS Formwork System in Malaysian Construction Industry. Australian Journal of Basic and Applied Sciences, 9(7), 89 - 91.

Mohd Nasrun Bin Mohd Nawi, Izwan Nizal Bin Mohd Shaharanee, Kamarul Faizal Bin Hashim, Mohamed Nor Azhari Azman, Siti Halipah Ibrahim , (2015). Qualitative Analysis on the Barriers of Industrialised Building System (IBS) Uptake in Malaysian Construction Projects. Advanced Science Letters, 21(6), 2134 - 2138.

Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2015). Irrelevant Feature and Rule Removal for Structural Associative Classification. Journal of Information and Communication Technology , 14(1), 95 - 110.

Nur Hafizah binti Zakaria , Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, Afiruddin bin Tapa, Mohd Faizal Bin Omar, (2015). Assessing Government Financial Institution of Lending Decisions for Contractors in Malaysia. Advanced Science Letters, 21(6), 2143 - 2146.

Jastini Binti Mohd Jamil, Izwan Nizal Bin Mohd Shaharanee, (2015). Constructing Partial Least Squares Model in the Presence of Missing Data. Advanced Science Letters, 21(6), 1704 - 1707.

Nur Hafizah binti Zakaria , Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, Mohd Nasrun Bin Mohd Nawi, (2015). Assessing Stakeholder’s Credit Risk using Data Mining in Construction Project. Advances in Environmental Biology, 9(5), 67 - 70.

Izwan Nizal Bin Mohd Shaharanee, Jastini Binti Mohd Jamil, (2014). EVALUATION AND OPTIMIZATION OF FREQUENT ASSOCIATION RULE BASED CLASSIFICATION. Asia-Pacific Journal of Information Technology and Multimedia , 3(1), 1 - 13.

Izwan Nizal Bin Mohd Shaharanee, Fedja Hadzic, (2014). Evaluation and Optimization of Frequent, Closed and Maximal Association Rules Based Classification. Statistics and Computing, 24(5), 821 - 843.

Izwan Nizal Bin Mohd Shaharanee, Fedja Hadzic, Tharam S. Dillon, (2011). Interestingness measures for association rules based on statistical validity. Knowledge-Based Systems, 24(3), 386 - 392.

RESEARCH PIE

LIST OF RESEARCH

INTEGRATION AND IMPLEMENTATION OF ONLINE LEARNING FOR MALAYSIA AND INDONESIA TVET EDUCATORS (2022), Member, Antarabangsa

PROJEK PEMANTAPAN KUALITI DATA SISTEM PENERBITAN UUM (2021), Leader, Universiti

PAPAN PEMUKA ANALITIK DATA KARIAH KUBANG PASU, KEDAH MENGGUNAKAN PENDEKATAN ANALITIK DATA RAYA (2021), Member, Kementerian/agensi lain

KAJIAN TERHADAP SISTEM PENILAIAN PRESTASI KAKITANGAN LEMBAGA ZAKAT NEGERI KEDAH (2021), Member, Kementerian/agensi lain

ANALISIS PERSEPSI, PENGETAHUAN DAN PERILAKU (3P) REMAJA MALAYSIA MENGENAI KESIHATAN REPRODUKTIF DAN SEKSUAL DI MEDIA SOSIAL MENGGUNAKAN DATA RAYA (2021), Member, Kementerian/agensi lain

A New Model of Network Streaming Data to Classify High Risk Objects for Cyber Threat Intelligence (2021), Member, Kpt

PREDICTING STUDENT DROPOUT: AN APPLICATION OF DATA MINING METHODS IN PENDIDIKAN JARAK JAUH (PJJ) PROGRAM (2020), Member, Universiti

IMPROVEMENT OF STUDENTS' DEBT MANAGEMENT: A CASE STUDY ON DISTANCE LEARNING PROGRAMME (PACE) UNIVERSITI UTARA MALAYSIA (2020), Member, Universiti

PENAMBAHBAIKAN PADA PENGUKURAN E-CEVAS: PENDEKATAN PENGAJARAN & PEMBELAJARAN NORMA BAHARU (2020), Member, Universiti

PENGURUSAN BAKAT KEPIMPINAN DI KALANGAN AHLI AKADEMIK MENGGUNAKAN ANALISIS DATA RAYA (2020), Leader, Kementerian/agensi lain

CREATING A NEW FRAMEWORK OF TREE-STRUCTURE DATA FOR EXTRACTING AND ANALYZING THE ARTISTIC TRENDS OF THE ART STUDENTS (2020), Member, Lain-lain

A NEW FRAMEWORK FOR FAULTY DIE PREDICTION USING MACHINE LEARNING CLASSIFIERS IN SEMICONDUCTOR INTEGRATED CIRCUIT (IC) MANUFACTURING (2019), Member, Universiti

AN IMPROVED FRAMEWORK OF TREE-STRUCTURED DATA MINING FOR BUSINESS PROCESS LOGS ANALYSIS (2019), Leader, Kpt

DEVELOPMENT OF POLICY OPINION POLL AND ANALYTICS (2018), Member, Universiti

DEVELOPMENT OF TASK MANAGER ANALYTICS : AN ENHANCEMENT OF TASK MANAGER (2018), Member, Universiti

DEVELOPMENT OF DASHBOARD SCORING SYSTEM FOR ASSESSING INTEGRITY LEVEL OF UUM STAFF (2017), Member, Universiti

PROFILING TOURIST ROUTE PATTERNS USING DATA MINING TECHNIQUES (2017), Leader, Universiti

A Study of Graduate on Time (GOT) for Ph.D Students using Analytical Hierarchical Process (2016), Member, Universiti

Analisis Profil Akademik Pelajar Kokurikulum Badan Beruniform Menggunakan Pendekatan Perlombongan Data (2016), Member, Universiti

ATRACTING YOUNG GENERATION TO ONLINE SURVEY (2016), Member, Universiti

PENERAPAN KEMAHIRAN INSANIAH MELALUI AKTIVITI KOKURIKULUM DALAM KALANGAN MAHASISWA UNIVERSITI UTARA MALAYSIA (2015), Leader, Universiti

GOOGLE CLASSROOM AS A TOOL FOR ACTIVE LEARNING (2015), Leader, Universiti

KAJIAN PERSEPSI PELAJAR PASCASISWAZAH TERHADAP PERKHIDMATAN YANG DITAWARKAN DI UNIVERSITI UTARA MALAYSIA BAGI TAHUN 2014 (2014), Member, Universiti

A NOVEL APPROACH FOR ASSESSING STAKEHOLDER'S CREDIT RISK USING DATA MINING AUTOMATION IN CONSTRUCTION PROJECT (2014), Leader, Kpt

A NEW METHOD FOR MINING SUBTREE ON STRUCTUREPRESERVING FLAT DATA FOR TREE STRUCTURED DATA (2013), Leader, Kpt

EARLY WARNING DENGUE TRANSMISSION CONTROL MODELS WITH A HYBRID OF STOCHASTIC FRONTIER ANALYSIS AND SYSTEM DYNAMICS (2013), Member, Kpt

Prototaip Sub-Sistem Asis : Pengurusan Markah Efektif (2012), Leader, Kpt

Optimizing Association Rule : Handling Missing Values And Refining The Statistical Analysis (2012), Member, Kpt

Interestingness And Quality Of Association Rules Derived From Relational Data (2012), Leader, Universiti

PROTOTAIP SISTEM PENASIHATAN KONFIGURASI KOMPUTER PERIBADI (2005), Leader, Universiti

A DATA MINING APPROACH TO PROFILING OF MBA STUDENTS (2005), Member, Kpt

PERBANDINGAN PRESTASI DI ANTARA TEKNIK RANGKAIAN NEURAL DAN SET KASAR DALAM MENGKELASKAN DATA PERUBATAN (2004), Member, Universiti

CONSULTATION

Year

Title

Membership

Funder

Level

Status

2023

"kajian impak dan keberkesanan program penjana kementerian pendidikan tinggi"

Member

Government

National

On going

2021

Kajian kebolehsanaan perluasan perkhidmatan komuter dari padang rengas ke kuala kangsar, sungai siput dan ipoh

Leader

Government

National

On going

2019

Kajian pemetaan dan simulasi indikator-indikator di bawah laporan world competitivenes yearbook (wcy) dan global competivenes report (gcr)

Member

Statutory

National

Completed

INTELLECTUAL PROPERTIES

Year

Reference No

IP Type

Title of Inventor (Principal Inventor/Member)

Status of IP

2021

20210402

JustMiner: Occupational Accident Prediction - ( MEMBER )

FILED

2021

20210291

Malaysia Local Tourist Tracking Dashboard - ( PRINCIPAL INVENTOR )

FILED

2021

20210290

AcaPro Gateway @UTLC - ( PRINCIPAL INVENTOR )

FILED

2021

20210289

MyEducator - ( PRINCIPAL INVENTOR )

FILED

2019

20190053

Fast Learn Analytics Dashboard with Excel - ( MEMBER )

FILED

UNDERGRADUATE

Course Code

Course Name

SDG1021

Thinking skill

QS1013

Elementary statistics

SQPX3908

Practicum

TIV3013

Www programming

QIT3033

Knowledge acquisition in decision making

SDG1011

High touch communication

SQIT3013

Computer in business decision making

SQIT3033

Knowledge acquisition in decision making

QIT3013

Computer in business decision making

QT3043

Computer in business decision making

SQPX4908

Practicum

SP1113

Statistic for social science

SQIT3043

Data modeling and database

EEP1032

Personal development and character building

VPZL3061

Rotu (navy) vi

VPZU1021

Rotu (air force) ii

VPZU2041

Rotu (air force) iv

VPZU3061

Rotu (air force) vi

VKMB1021

Community development ii

VKMB2031

Community development iii

VKMB1011

Community development i

VKMB2041

Community development iv

SQQP4123

Quantitative sciences research project

BPEX4908

Practicum

VPZD1021

Rotu (army) ii

VPZD2041

Rotu (army) iv

VPZD3061

Rotu (army) vi

VPZL1021

Rotu (navy) ii

VPZL2041

Rotu (navy) iv

SDG2011

Personal financial planning

GHZX4908

Practicum

SQQP3073

Research in quantitative sciences 1

QIT1013

Programming in business applications

VPZD1011

Rotu (army) i

VPZD2031

Rotu (army) iii

VPZD3051

Rotu (army)v

VPZL1011

Rotu (navy) i

VPZL2031

Rotu (navy) iii

VPZL3051

Rotu (navy) v

VPZU1011

Rotu (air force) i

VPZU2031

Rotu (air force) iii

VPZU3051

Rotu (air force) v

SQIT3014

Computer aided decision making

EEP2032

Living in the multi-cultural society

POSTGRADUATE

Course Code

Course Name

SQIT5023

Decision support systems

OJMT6023

Data mining for business applications

SQIT5033

Business intelligence and analytics for decision support

OJMT6013

E-business

OJMT6033

Data visualization for consumer insight

SUPERVISION

Matric

Name

Status

Title

817503

Sultan Juma Sultan Al-Alawi

Completed

Profiling Omans Education Data Using Clustering and Decision Tree

817737

Nur Hafizah binti Zakaria

Completed

Development of Customer Response Prediction Model for Personal Loan using Logistic Regression and Decision Tree

818563

HEMABEGAI A/P RAJENTHRAN

Completed

Profiling Universiti Utara Malaysia (UUM) Co-Curicular Uniformm Units Using Data Mining Approach

821767

Azlan Faizal Bin Mohd Fazil

Completed

EVALUATION OF MACHINE LEARNING CLASSIFIERS IN FAULTY DIE PREDICTION APPLICATION TO MAXIMIZE COST SCRAPPING AVOIDANCE AND ASSEMBLY/TEST CAPACITY SAVINGS IN SEMICONDUCTOR INTEGRATED CIRCUIT (IC) MANUFACTURING

823484

CHE PEE @ CHE HANAPI BIN SAAD

Completed

THE IMPORTANCE OF PACKAGING INNOVATION FOR SMEs MICRO-ENTREPRENEUR: A CASE STUDY IN SELANGOR

823976

MARIANA BINTI FADIL

Completed

FACTORS INFLUENCING ORGANIC FOOD PURCHASE INTENTION AMONG MALAYSIAN CONSUMERS

825360

SITI AYSAH BT KHAIRY ANUAR

Completed

Factor Influencing E-Filing Usage Among Malaysian Taxpayers During Covid-19 Pandemic

825828

RUSLIANA BINTI RUSLE

Completed

PERCEIVED USEFULNESS OF INSTAGRAM AS THE MARKETING TOOLS IN HIGHER EDUCATION INSTITUTIONS PERCEIVED USEFULNESS OF INSTAGRAM AS THE MARKETING TOOLS IN HIGHER EDUCATION INSTITUTIONS

826017

Mohamad Sha'ari bin Mohd Sariban

Completed

A TECHNOLOGY ACCEPTANCE MODEL TOWARDS USE INTENTION OF E-WALLET AMONG YOUTH IN MALAYSIA

826732

MOHD ZAIZI BIN IBRAHIM

Completed

Factor Influencing consumer perceived trust in e-wallet use in Malaysia

826808

Mohd Khairul Amin Bin Mohammad Khairi

Not Active

MALAYSIAN CONSUMER'S READINESS TOWARD ADOPTION OF VIRTUAL -COMMERCE TECHNOLOGY

827170

Misjuliana Ibrahim

Completed

SME Readiness Toward Adoption of Big Data Analytics

827458

Komathi S Nagendran

Completed

Public Perception of Cryptocurrency in Malaysia

828106

Zainuddin Abdullah

Completed

EXPLORING USER ACCEPTANCE OF WEB-BASED PERFORMANCE INDICATORS IMPLEMENTATION IN TOLL EXPRESSWAY ASSETS

828243

Aifaa Zaffan Bagauddin Bin Abdul Aziz

Completed

Perceived Usefulness of Social Media as the Marketing Tools In Food Truck Business In Malaysia

828613

MAZLIN BINTI MOKHTARUDDIN

Completed

THE STUDY OF JOB SATISFACTION IN IMPLEMENTING WORK FROM HOME (WFH) IN THE INLAND REVENUE BOARD OF MALAYSIA (COLLECTION DEPARTMENT)

828902

LEE PEI KIAT

Active

Effect of Hydrogen Production On The Environment-Case Study On Hydrogen Production in Malaysia (Decision to Produce Hydrogen From Fossil Fuel Or Renewable Energy)

829389

MOHAMMAD RAHIMI BIN NORDIN

Active

Analysis On Forecasting For Demand of Rubber Seedling Using Machine Learning Technique

829480

SITI ROHAYA BINTI MD SAAD

Active

Factor Influencing Online Purchase Intention Using Mobile Apps (A Study Among Public Sector Employees In Malaysia)

829482

Tan Keat Siang

Completed

FACTORS INFLUENCING CUSTOMER DECISIONS TO USE ONLINE DELIVERY SERVICE

830219

Zuhdi Bin Zakaria

Active

Determining Factors Influencing Employee Acceptance Towards Adopting Drone for Surviving And Mapping

901081

Hamdi Elsharkawi Abdelhamid Keshk

Not Active

Special Functions Kernels for Developing Support Vector Machines (SVMs) Classifications

901599

Muhammad Nadzri bin Abdul Aziz

Not Active

Factors Influencing Student's Choice of TVET Course in Higher Education

901651

CHINDO ABDULRASAQ AYINLA

Completed

Ordered Logit Regression Model for Predicting Magnitude of Flood along Foma River Kwara Nigeria

902668

Sultan Juma Sultan Al-Alawi

Completed

A New Framework in Improving Prediction of Class Imbalance for Student Performance in Oman Educational Dataset using Clustering Based Sampling Techniques.

903046

SYED HASNI BIN SYED ABU HASSAN BASRI

Not Active

Prestasi Pencapaian Akademik Pelajar Diploma USAS

906771

VELAVAN A/L ARUMUGAM

Not Active

THE EFFECT OF EXPERIENTIAL AUGMENTED REALITY (AR) APPLICATIONS ON THE ONLINE PURCHASE INTENTIONS OF THE GEN-Y AND GEN-Z CONSUMERS OF THE APPAREL INDUSTRY IN KLANG VALLEY, MALAYSIA

907842

MAZLIN BINTI MOKHTARUDDIN

Active

Customer Satisfaction with Digital Wallet Services: An Analysis of Security Factors

907867

MISJULIANA BINTI IBRAHIM

Active

SME Readiness Towards Adoption of Big Data Analytics: Using Hybrid SEM-Neural Network Analysis Approach

908095

MOHAMAD SHA'ARI

Active

Using Hybrid Approach to Predict Consumer's Intention to Use E-Wallet for Cashless Society

908096

PIRIYAH A/P SUBARMANIAM

Active

The Role of Artificial Intelligence (AI) and Big Data Analytics (BDA) in Enhancing Supply Chain Resilience to Bring Greater Customer Experience in Malaysian Logistics within the Context of Industry 4.0

96243

Husam Jasim Mohammed

Completed

Decision Framework on Selecting the Optimal Subjective Weighting Method for Evaluating E-Learning Approaches

813619

Mohamad Ismasdi bin M Yussof

Not Active

The Development of Interpolated Moderation Mark System

817493

Kueh Chong Hua

Completed

Analysing Voting Behaviour in Malaysia using Classification Tree Algorithms