Prof. Madya Dr. Nor Idayu binti Mahat  

Quantitative Sciences,
Centre of Testing Measurement and Appraisal,
Universiti Utara Malaysia.

noridayu@uum.edu.my 04-9284980 Name in APA format : Mahat, N.I.

ACADEMIC QUALIFICATION

1 2006, PhD Matematik, University of Exeter, United Kingdom
2 2001, Masters Sains, Universiti Kebangsaan Malaysia, Universiti Kebangsaan Malaysia
3 2000, Bachelor Degree Sains (Statistik), , Universiti Kebangsaan Malaysia

AWARDS & RECOGNITIONS

1 Anugerah Penyelidikan Perbaik (Projek), UUM, 2018, Universiti
2 Copyright, UUM, 2018, Universiti
3 Copyright, UUM, 2018, Universiti
4 Copyright, UUM, 2018, Universiti
5 Penilai artikel jurnal, Advances in Data Analysis and Classification, 2017, Antarabangsa
6 Penilai Jurnal Artikel "Journal of Quality Measurement & Analysis", Universiti Kebangsaan Malaysia, 2017, Kebangsaan
7 Outstanding Paper Award, Universiti Teknologi Malaysia (Kedah), 2017, Kebangsaan

OVERVIEW

Nor Idayu Mahat is a senior lecturer in the School of Quantitative Sciences with major interests in pattern recognition problems especially dealing with Big Data and multi variables. At present, she is attached as a Director at Centre of Testing, Measurements and Appraisal (CeTMA), Universiti Utara Malaysia. She obtained her bachelor degree and Master degree from Universiti Kebangsaan Malaysia, Malaysia, in Statistics. Later, completed her PhD from University of Exeter, United Kingdom. She practices her quantitative discipline in various areas including engineering, medicine, business and management as well as sociology incorporating with researchers from different field of studies.

RESEARCH AREA

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-
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AREA OF EXPERTISE

Multivariate analysis
Bug Data problem
Classification problem

ARTICLE IN ACADEMIC JOURNAL

1 Ahmad, Y., Mahat, N.I., & NO_INITIAL (2006). Service Quality Satisfaction of Public Bus Service: A Structural Equation Modeling Approach. International Journal of Management Studies. 13(), 49 - 63.
2 Hamid, H., & Mahat, N.I. (2012). Strategies of Handling Different Variables Reduction for LDA. Jurnal Sains dan Matematik. 4(2), 37 - 48.
3 Lim.K.C, Mahat, N.I., & Ahmad Marzuki, N. (2014). Student-athletes' evaluation of coaches coaching competencies and their sport achievement motivation. Review of European Studies. 6(2), 17 - 30.
4 Abdullah, Syahrina, Mohamad, A., & Mahat, N.I. (2015). Awareness Towards Corporate Social Responsibility (CSR) Among Small and Medium Entrepreneur in Malaysia. Journal of Global Business and Social Entrepreneurship (GBSE). 1(1), 77 - 84.
5 Mohd. Yusof, S.A., Mahat, N.I., & Siraj, F. (2012). Noise Robustness of First Formant Bandwidth (F1BW) Features in Malay Vowel Recognition. Journal of Information and Communication Technology (JICT). 11(), 147 - 162.
6 Lim.K.C, Mahat, N.I., Rashid, B., Razak, N. A., & Omar, H. (2016). Assessing Students’ Knowledge and Soft Skills Competency in the Industrial Training Programme: The Employers’ Perspective. Review of European Studies. 8(1), 123 - 133.
7 Mahat, N.I. (2015). The relative strength of preferences for association with coethnics: Malay-Malaysians and Chinese-Malaysians. International Journal of Culture and History. 1(2), 76 - 80.
8 Lim.K.C, Mahat, N.I., & Hassan, S. (2010). PENILAIAN TERHADAP PRESTASI PELAJAR DAN PENGURUSAN PROGRAM PRAKTIKUM UNIVERSITI UTARA MALAYSIA (UUM). Malaysian Journal of Learning and Instruction. 7(), 133 - 164.
9 Mahat, N.I., Hassan, S., & Lim.K.C (2009). Measuring Student Performance in Job Market through Industrial Training: A Study at Universiti Utara Malaysia. The international Journal of learning. 16(10), 569 - 582.
10 Mahmuddin, M., & Mahat, N.I. (2018). The New Model to Enhance the User’s Intentions to Use Open Government Data. The International Journal of Business & Management. 6(3), 315 - 318.
11 Mahat, N.I. (2018). Applications of partition-based algorithms for clustering dengue patients in Sri Lanka. International Journal of Advance Scientific Research and Engineering Trends. 3(7), 27 - 30.
12 Zaini, B.J., Engku Muhammad Nazri Bin Engku Abu Bakar, & Mahat, N.I. (2003). PROSES HIERARKI ANALITIK DALAM PROSES MEMILIH PELAJAR CEMERLANG. International Journal of Management Sciences (formerly known as Jurnal ANALISIS). 10(2), 151 - 169.
13 Mohd. Yusof, S.A., Mahat, N.I., & Husniza H. (2018). DOUBLE-STAGE FEATURES EXTRACTION FOR MALAY VOWEL CLASSIFICATION USING MULTINOMIAL LOGISTIC REGRESSION. COMPUSOFT: International Journal of Advanced Computer Technology. 7(11), 2862 - 2866.
14 Aziz, N., Misiran, M., Mahat, N.I., & Mat Yusof, M. (2018). The effect of climate change to the farm shrimp growth and production: An empirical analysis. International Journal of Engineering & Technology. 7(4.1), 138 - 141.
15 Mahat, N.I. (2019). New approach for findings number of cluster using distance based k-means algorithm. International Journal of Engineering, Science and Mathematics. 8(4), 111 - 122.
16 Haji Abdul Ghani, A.B., Mahat, N.I., Hussain, A., & Mokhtar, S.S.M. (2019). Water Sustainability in Campus: A Framework in Optimizing Social Cost . International Journal of Recent Technology and Engineering. 8(2S2), 183 - 186.
17 Mahat, N.I. (2020). Distance based k-means clustering algorithm for determining number of clusters for high dimensional data. Decision Science Letters. 9(1), 51 - 58.
18 Mahat, N.I., & NO_INITIAL (2013). Investigation on zakat as an indicator for Moslem countries’ economic growth. Journal for Global Business Advancement. 6(1), 50 - 58.
19 Ramli, R., Engku Muhammad Nazri Bin Engku Abu Bakar, Mahat, N.I., & Karim, M.Z.A. (2013). Assignment of Spectrum Demands by Merits via Analytic Hierarchy Process and Integer Programming. Journal of Information and Communication Technology (JICT). 12(), 39 - 53.
20 Hamid, H., & Mahat, N.I. (2013). Using Principal Component Analysis to Extract Mixed Variables for Smoothed Location Model . Far East Journal of Mathematical Sciences. 80(1), 33 - 54.

PAPERS IN CONFERENCE PROCEEDING

1 Abdullah, Syahrina, Mohamad, A., & Mahat, N.I. (2013). Tahap Kesedaran Terhadap Tanggungjawab Sosial Korporat (CSR) dalam Kalangan Staf di Organisasi Korporat di Malaysia . PROSIDING SEMINAR HASIL PENYELIDIKAN SEKTOR PENGAJIAN TINGGI KE-3. 3(), 1903 - 1909.
2 Abdullah, Syahrina, Mohamad, A., & Mahat, N.I. (2013). Tahap Kesedaran Terhadap Tanggungjawab Sosial Korporat (CSR) dalam Kalangan Staf di Organisasi Korporat di Malaysia . PROSIDING SEMINAR HASIL PENYELIDIKAN SEKTOR PENGAJIAN TINGGI KE-3. 3(), 1903 - 1909.
3 Lim.K.C, Ishak, N.A., & Mahat, N.I. (2014). Demographic and Psychographic Profiles of the Potential First Class Undergraduates at The Malaysian Public University. International Symposium on Education, Psychology, Society and Tourism. 0(), 570 - 578.
4 Hamid, H., & Mahat, N.I. (2010). Some Investigations on the LDA when Handling Large Number of Variables. Proceedings of the International Conference of Applied Mathematics (AMIC) & the 6th East Asia Siam Conference (EASIAM) . (), 91 - 101.
5 Aziz, N., Mahat, N.I., & Omar, Z. (2014). Employee important-satisfaction model for automotive industry. Proceedings of the 3rd International Conference on Quantitative Sciences and Its Applications. 1635(), 708 - 715.
6 Ishak, N.A., Lim.K.C, Abdul Rahim , F., Nor Laily Hashim, Abdul Mutalib, A., & Mahat, N.I. (2012). Emotional Intelligence and Psychographic Profiles of the Potential First Class Students. Proceeding of Hong Kong International Conference on Education, Psychology and Society. (), 1 - 17.
7 Mahat, N.I. (2015). Sensors closeness test based on an improved [0,1] bounded Mahalanobis distance D2. Proceedings of the 2nd Innovation and Analytics Conference & Exhibition. 1691(), 00 - 00.
8 Mahat, N.I. (2015). Comparisons of parametric and non-parametric classification rules for e-nose and e-tongue. AIP Conference Proceedings. 1691(), 1 - 8.
9 Abdullah, Syahrina, Mohamad, A., & Mahat, N.I. (2015). Kesedaran Terhadap Tanggungjawab Sosial Korporat (CSR) Dalam Kalangan Usahawan Kecil dan Sederhana di Malaysia. International Conference on Global Business & Social Entrepreneruship 2015. 1(1), 1 - 8.
10 Mahat, N.I., Ahmad, H., Saleh, A.R., & Y.K. OOI (2012). Cooperative Education: Mixed of Skill Enhancements and Social Responsibilities . WACE 9th International Conference on Cooperative & Work-Integrated Education. (), 1 - 6.
11 Mahat, N.I., Ahmad, H., & Y.K. OOI (2012). Strategic Internship Programmes for Strengthening Collaboration between Academia and Small and Medium Enterprises: Experienced by Universiti Utara Malaysia. WACE 9th International Conference on Cooperative & Work-Integrated Education. (), 1 - 10.
12 Mahat, N.I., & NO_INITIAL (2012). Investigation on zakat as an indicator for moslem countries' economis growth. AGBA's 9th Annual World Congress Conference . (), 1 - 9.
13 Mahat, N.I. (2012). Comparing the classification performance of multi sensor data fusion based on feature extraction and feature selection. Proceedings of the International Conference on Man-Machine Systems 2012. (), 1 - 15.
14 Ismail, R., Mahat, N.I., Lim , H.E., & Haji Azizan , N. (2015). KAJIAN KES KEPERLUAN TENAGA KERJA DI BESGRADE PRODUCTS SDN BHD. e-Proceedings of the 2nd National Case Study Conference 2015. 2(), 197 - 212.
15 Mohd. Yusof, S.A., Mahat, N.I., Din, R., & Yaakub, A.R. (2012). Noise Robustness of Spectrum Delta (SpD) Features in Malay Vowel Recognition . Proceeding of International Conference on Digital Contents and Applications (DCA 2012) . 350(1), 270 - 277.
16 Ahmad, H., Mahat, N.I., Abdullah, Syahrina, & LILY JULIENTI ABU BAKAR (2013). Innovative Collaboration for Knowledge Transfer: Corporate Social Responsibility for SMEs.. 1st National Conference on Knowledge Transfer Program (KTP01). 1(), 1 - 8.
17 Abdullah, Syahrina, Mahat, N.I., & Misiran, M. (2016). Critical Success Factors: A Study on Muslim Nelson’s Franchisee in Northern Part of Malaysia.. PROSIDING SEMINAR ISLAM DAN KELESTARIAN UMMAH 2016 (SIDKUN 16). 1(1), 0 - 0.
18 Ch'ng.C.K, & Mahat, N.I. (2017). The stopping rules for winsorized tree. The stopping rules for winsorized tree . (), - .
19 Mahat, N.I. (2019). Stability on individual object in construction of voting-merged approach. AIP Conference Proceedings 2138 THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019). 2138(050027), 27-1 - 27-7.
20 Haron, N.H., Ahad, N.A., & Mahat, N.I. (2019). Distance-based regression for non-normal data . AIP Conference Proceedings 2138 THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019). 2138(), 050013-1 - 050013-5.

BOOKS

NO DATA

CHAPTER IN BOOKS

1
Mohd. Yusof, S.A., Mahat, N.I., Din, R., & Yaakub, A.R. (2012). Noise Robustness of Spectrum Delta (SpD) Features in Malay Vowel Recognition, Computer Applications for Communication, Networking, and Digital Contents (pp. 270 - 277 ), Berlin:Springer Berlin Heidelberg
2
Mahat, N.I., & Hamid, H. (2012). A Realization of Classification Success in Multi Sensor Data Fusion, Principal Component Analysis - Engineering Applications (pp. 1 - 25), -:Intech
3
Mahat, N.I. (2018). Artificial Odour Classification System, Electronic Nose Technologies and Advances in Machine Olfaction (pp. 25 - 37), Pennsylvania:IGI Global
4
Mahat, N.I., Don, M.S., Ishak, M.M., & Ahmad, H. (2019). University-Industry Collaboration: Malaysia Skills Development for Producing Employable Graduates, Cooperative Education in Asia - History, Present State and Future Issues of Eight Asian Countries (pp. 128 - 152), Abingdon, Oxon:Routledge
5
Hamid, H., & Mahat, N.I. (2016). Investigations on the LDA in Handling Different Sizes of Variables, Multivariate Statistics for Researchers (pp. 84 - 97), UUM:Universiti Utara Malayisia

PAST & CURRENT RESEARCHS

1 INVESTIGATION ON THE EFFECTIVENESS OF SAIKOLAB ENTREPRENEURSHIP FOR UUM STUDENTS' PROFILING ON ENTREPRENEURIAL AND COMPETENCIES (2019), Member, UNIVERSITI
2 SOCIAL RETURN ON INVESTMENT IMPACT ANALYSIS TO CREATING SOCIAL AND ECONOMICAL VALUES TO COMMUNITY ENGAGEMENT PROJECTS (2019), Member, UNIVERSITI
3 UUM INASIS SERVICE EVALUATION DASHBOARD (2019), Member, UNIVERSITI
4 DEVELOPMENT OF POLICY OPINION POLL AND ANALYTICS (2018), Member, UNIVERSITI
5 PROJEK PENJIMATAN SUMBER TENAGA (2018), Member, LAIN-LAIN
6 DEVELOPMENT OF TASK MANAGER ANALYTICS : AN ENHANCEMENT OF TASK MANAGER (2018), Leader, UNIVERSITI
7 PEMBANGUNAN PAPAN PEMUKA PELAPORAN HASIL KAJIAN PENGESANAN GRADUAN UUM (2018), Member, UNIVERSITI
8 USING STAKEHOLDER FEEDBACK IN A UNIVERSITY FOR DECISION MAKING (2017), Member, UNIVERSITI
9 A NEW CONSUMER VEHICLE CREDIT RISK MODEL VIA THE INTEGRATION OF DEMATEL AND LIKERT SCALE-BASED ANALYTIC (2017), Member, UNIVERSITI
10 KAJIAN PENANDAARASAN MUET-IELTS (2017), Member, LAIN-LAIN
11 DEVELOPING PSYCHOMETRIC PROFILING ASSESSMENT TOOL FOR ENHANCING PERSON-ORGANIZATION FIT IN GOVERNMENT-LINKED COMPANIES (GLCS) (2016), Member, UNIVERSITI
12 KAJIAN PERSEPSI PELAJAR TERHADAP PERKHIDMATAN YANG DITAWARKAN DI UUM (2016), Member, UNIVERSITI
13 KAJIAN PEMBANGUNAN MATRIKS KEMAHIRAN ANALITIK DAN EMOSI SOSIAL PELAJAR DI UNIVERSITI AWAM MALAYSIA (2016), Member, UNIVERSITI
14 DEVELOPMENT OF DASHBOARD SYSTEM FOR ASSESSING STUDENTS' SATISFACTION FOR STRUCTURED AND SEMI-STRUCTURED DATA (2016), Leader, UNIVERSITI
15 ANALYTICAL TECHNIQUES FOR PROCESSING AND ANALYSING STRUCTURED AND SEMI-STRUCTURED DATA OF STUDENTS' SATISFACTION (2016), Leader, UNIVERSITI
16 OPTIMAL WEIGHTED LEARNING OF PCA AND PLS FOR MULTICOLLINEARITY DISCRIMINATORS AND UNBALANCED GROUPS IN BIG DATA (2015), Leader, KPT
17 EXAMINATION PERFORMANCE ANALYTICS TRAINING (2015), Member, LAIN-LAIN
18 AUDIT DATA TERKUMPUL UNTUK PELAN STRATEGIK UNIVERSITI (2014) - TERAS 2 (2015), Member, UNIVERSITI
19 HAZARD DETECTION SYSTEM FOR SHRIMP CONTINUOUSLY SURVIVAL AT ARCA BIRU SDN. BHD (2014), Member, KPT
20 KAJIAN PERSEPSI PELAJAR TERHADAP PERKHIDMATAN YANG DITAWARKAN DI UNIVERSITI UTARA MALAYSIA 2014 (2014), Member, KPT
21 DASHBOARD DAN PEMANTAUAN PENCAPAIAN IKS (2014), Member, UNIVERSITI
22 ISU-ISU BERKAITAN SME SECARA TERPERINCI (2014), Member, UNIVERSITI
23 PEMANTAUAN PENCAPAIAN PELAJAR DALAM PUSAT KECEMERLANGAN INDUSTRI (ICOE) PEMBORONGAN DAN PERUNCITAN (2014), Leader, UNIVERSITI
24 PENCAPAIAN PELAJAR YANG MENGIKUTI PROGRAM HUMAN CAPITAL DEVELOPMENT (HCD) BAGI PUSAT KECEMERLANGAN INDUSTRI (ICOE) KLUSTER PEMBORONGAN DAN PERUNCITAN (2014), Member, UNIVERSITI
25 TAHAP KEPUASAN PELANGGAN (PELAJAR) TERHADAP KUALITI PERKHIDMATAN CUIC UUM (2013), Member, KPT
26 NELSON'S-SME SELF RATING SYSTEM (2013), Leader, KPT
27 Tahap Kesedaran Terhadap Tanggungjawab Sosial Korporat (Corporate Social Responsibility) Dalam Kalangan Industri Kecil Dan Sederhana Di Malaysia (2012), Member, KPT
28 Enhanced Method to Extract Metada for Semantic Web Annotation and Query Expansion (2012), Member, UNIVERSITI
29 Comparative Study of Web Retailers in Malaysia and Indonesia (2012), Member, LAIN-LAIN
30 Kajian Ke Atas Teori Dan Model Fundamental Terhadap Kecuaian Ibu Bapa Dalam Kawalan Ke Atas Anak-Anak. (2012), Member, UNIVERSITI
31 1 KORPORAT 1 CSR 1 TRANSFORMASI (2012), Member, KPT
32 PENYELIDIKAN PILIHANRAYA UMUM 2012 (2012), Member, LAIN-LAIN
33 PENINGKATAN KUALITI HIDUP PEKERJA DI SEKTOR PERLADANGAN DI MALAYSIA (2012), Member, UNIVERSITI
34 PEMAHAMAN MODEL MIGRASI PEKERJA ASING KE DALAM SEKTOR PENGELUARAN DI MALAYSIA - CADANGAN PEMBENTUKAN MODEL MIGRASI BARU (2012), Member, UNIVERSITI
35 DETERMINATION OF THE ETENT OF DEPENDENCY PF FOREIGN HUMAN RESOURCE IN THE CONSTRUCTION INDUSTRY (2010), Member, LAIN-LAIN
36 PSYCHOGRAPHIC PROFILE AND EMOTIONAL INTELLIGENCE OF THE POTENTIAL FIRST CLASS UUM's UNDERGRADUATES (2010), Member, KPT
37 KEPELBAGAIAN SOSIAL DALAM KOMUNITI : KES KAUM INDIA DI MALAYSIA (2010), Member, LAIN-LAIN
38 KOMPETENSI KEJURULATIHAN DAN PENCAPAIAN ATLET DI INSTITUSI PENGAJIAN AWAM (2009), Member, KPT
39 GENERALIZED ESTIMATING EQUATIONS IN MULTISTATE MARKOV MODEL (2009), Member, KPT
40 KAJIAN "A STRATEGIC MODEL IN SPECTRUM DEMAND ALLOCATION AND SPECTRUM PRICING (2009), Member, LAIN-LAIN
41 PERSEPSI HUBUNGAN ETNIK DI MALAYSIA (2009), Member, LAIN-LAIN
42 ROBUST MULTIVARIATE CONTROL CHARTS BASED ON MODIFIED ONE-STEP M-ESTIMATOR (2008), Leader, KPT
43 MAKLUMBALAS ORGANISASI TERHADAP PRESTASI PELAJAR DAN PENGURUSAN PROGRAM PRAKTIKUM (2006), Member, KPT
44 DETERMINING THE GENDER WAGE GAP: A HUMAN CAPITAL APPROACH (2005), Member, KPT
45 KAJIAN KES : PERMODELAN KEPUASAN PELANGGAN TERHADAP PERKHIDMATAN BAS UUM (2003), Leader, KPT
46 PERAMALAN PEMBEKALAN AIR DOMESTIK NEGERI KEDAH (2002), Member, KPT
47 PENILAIAN PELAJAR CEMERLANG MENGGUNAKAN TEKNIK PROSES HIERARKI ANALITIK (PHA) (2002), Member, KPT
48 KAWALAN PROSES BERSTATISTIK (SPC) DALAM INDUSTRI: SISIHAN DARIPADA KAEDAH TEORI (SATU KAJIAN KES) (2001), Member, KPT

UNDERGRADUATE

NoCourse CodeCourse Name
1 QS3133MULTIVARIATE ANALYSIS FOR BUSINESS DATA
2 QS3183RESEARCH METHODOLOGY
3 SQQS3113MULTIVARIATE ANALYSIS
4 SQQS3122INDUSTRIAL STATISTICS PROJECT I
5 SDG1031PERSONAL DEVELOPMENT AND CHARACTER BUILDING
6 TS2013APPLIED STATISTICS
7 TS3133MULTIVARIATE ANALYSIS FOR BUSINESS DATA
8 SQQS1013ELEMENTARY STATISTICS
9 SDG2021ENTREPRENEURSHIP
10 SDG3011MANAGEMENT ETHICS
11 WFX3996PRACTICUM
12 SQSX3912PRACTICUM
13 SDG1021THINKING SKILL
14 MJX3996PRACTICUM
15 SQQS3043MULTIVARIATE ANALYSIS FOR BUSINESS DATA
16 SDG2011PERSONAL FINANCIAL PLANNING
17 SQSX4912PRACTICUM
18 SQQS3134INDUSTRIAL STATISTICS PROJECT II
19 QQS3043MULTIVARIATE ANALYSIS FOR BUSINESS DATA
20 QQX3018PRACTICUM
21 SQQS1043PROBABILITY AND STATISTICS
22 TM1003INTRODUCTION TO MATHEMATICS MANAGEMENT
23 SQQS1033DATA EXPLORATORY AND GENERALISATION
24 SDG1011HIGH TOUCH COMMUNICATION
25 TIX3998PRACTICUM
26 TMX3998PRACTICUM
27 QQS3063STATISTICAL QUALITY IMPROVEMENT
28 QSX3998PRACTICUM
29 SQQS3073RESEARCH METHODOLOGY
30 FPX3996PRACTICUM
31 JTX4998PRACTICUM
32 EEX3996PRACTICUM
33 QS1103STATISTICAL DISTRIBUTION THEORY
34 QS3013ADVANCED DATA ANALYSIS
35 FMX3996PRACTICUM
36 SDG3021PATRIOTISM AND VOLUNTEERISM
37 SMX3996PRACTICUM
38 QQS1023STATISTICAL DISTRIBUTION THEORY
39 CCX3996PRACTICUM
40 QPX3998PRACTICUM
41 PBX3998PRACTICUM
42 SDG2031LIVING IN THE MULTI-CULTURAL SOCIETY
43 QS2013APPLIED STATISTICS

POSTGRADUATE

NoCourse CodeCourse Name
1 BDQQ8043FORECASTING TECHNIQUES

NoYearTitleMembershipCost (RM)FunderLevelStatus
1 2018Program pembangunan usahawan zakat kedahMember150,381.60StatutoryNationalOn going
2 2018Introduction to assessment (finance and banking sector)Leader9,960.00PrivateNationalCompleted
3 2013Laporan kajian tenaga kerja industri kayu bagi lembaga perindustrian kayu malaysia (mtib)Member0.00GovernmentNationalCompleted
4 2012Employee satisfaction survey (zf steerings prai, penang)Member14,971.00GovernmentNationalCompleted
5 2008"kajian transformasi kepimpinan masyarakat kedah"Member100,000.00PrivateNationalCompleted
6 2007Kajian "urban youth voters"Member510,520.00PrivateNationalCompleted
7 2007"the study of the patterns and determinants of the voters in penang" Member115,000.00PrivateNationalCompleted
8 2007"the study of the patterns and determinants of voting behavior in the chinese community" (insap)Member203,350.00PrivateNationalCompleted

NOTES

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4. Your Teaching and Supervision information is automatically taken from ASIS/GAIS. Please contact AR / administration staf at your School for any updates     discrepancies.

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