Dr. Izwan Nizal Bin Mohd Shaharanee  

Quantitative Sciences,
University Teaching and Learning Centre,
Universiti Utara Malaysia.
My research interests are in the area of audit and corporate governance.

nizal@uum.edu.my 04-9284704 Name in APA format : Mohd Shaharanee, I.N.

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

AWARDS & RECOGNITIONS

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

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 focuses on data mining especially the quality issues, measures of interestingness, evaluation and application of data mining models. He also have a great interest in solving problems in diverse area using data mining, decision support system and statistical techniques.

RESEARCH AREA


AREA OF EXPERTISE

data mining
decision support system
Web 2.0 tools

ARTICLE IN ACADEMIC JOURNAL

1 Mohd Shaharanee, I.N., Nawi, M.N.M., & Mohd Jamil, J. (2015). Assessing Stakeholder’s Credit Risk using Data Mining in Construction Project. Advances in Environmental Biology. 9(5), 67 - 70.
2 Mohd Shaharanee, I.N., Mohd Jamil, J., & Hashim, K.F. (2015). RELMARK: An Innovative Algorithm for Preprocessing of Transactional Business Data . Advanced Science Letters. 21(5), 1127 - 1130.
3 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2015). Constructing Partial Least Squares Model in the Presence of Missing Data. Advanced Science Letters. 00(00), 00 - 00.
4 Mohd Jamil, J., Mohd Shaharanee, I.N., Omar, M.F., & Tapa, A. (2015). Assessing Government Financial Institution of Lending Decisions for Contractors in Malaysia. Advanced Science Letters. 21(6), 1619 - 2172.
5 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2015). Irrelevant Feature and Rule Removal for Structural Associative Classification. Journal of Information and Communication Technology (JICT). 14(), 95 - 110.
6 Nawi, M.N.M., Mohd Shaharanee, I.N., & Hashim, K.F. (2015). Qualitative Analysis on the Barriers of Industrialised Building System (IBS) Uptake in Malaysian Construction Projects. Advanced Science Letters. 21(), 2135 - 2139.
7 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). AN INNOVATIVE DATA MINING AND DASHBOARD SYSTEM FOR MONITORING OF MALAYSIAN DENGUE TRENDS. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 9 - 12.
8 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). THE APPLICATION OF GOOGLE CLASSROOM AS A TOOL FOR TEACHING AND LEARNING. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 5 - 8.
9 NO_INITIAL, Mohd Jamil, J., Zainal Abidin, N., & Mohd Shaharanee, I.N. (2016). GENDER-SPECIFIC STOCHASTIC FRONTIER HEALTH EFFICIENCY MODEL IN MALAYSIA. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 8(10), 165 - 171.
10 Mohd Jamil, J., Mohd Shaharanee, I.N., Zainal Abidin, N., & Mohd Nawawi, M.K. (2016). The relationship between problematic materials and successful transaction counts: a case of electronic manufacturing services industry. Journal of Engineering and Applied Sciences. 2(7), 1650 - 1654.
11 Mat Kasim, M., & Mohd Shaharanee, I.N. (2017). Evaluating of Flipped Classroom Learning Using Analytic Hierarchy Process Technique. International Journal of Trend in Research and Development. 4(2), 443 - 446.
12 Mat Kasim, M., & Mohd Shaharanee, I.N. (2017). Evaluation of E-Learning Implementation in Higher Education Using Multi-Criteria Technique. International Journal in IT & Engineering. 05(02), 6 - 12.
13 Mohd Jamil, J., & Mohd Shaharanee, I.N. (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.
14 Mat Kasim, M., & Mohd Shaharanee, I.N. (2018). Evaluation of E-Learning Approaches Using AHP-TOPSIS Technique . JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC). 10(1-10), 7 - 10.
15 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2018). Analyzing the Oman Education Data using Clustering Analysis. Journal of Advanced Research in Dynamical and Control Systems. 10(-), 1402 - 1408.
16 Mohd Shaharanee, I.N. (2014). Evaluation and Optimization of Frequent, Closed and Maximal Association Rules Based Classification. Statistics and Computing. 24(5), 821 - 843.
17 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2014). EVALUATION AND OPTIMIZATION OF FREQUENT ASSOCIATION RULE BASED CLASSIFICATION. Asia-Pacific Journal of Information Technology and Multimedia . 3(1), 1 - 13.
18 Mohd Shaharanee, I.N. (2011). Interestingness measures for association rules based on statistical validity.. Knowledge-Based Systems. 24(3), 386392 - 392.

PAPERS IN CONFERENCE PROCEEDING

1 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2013). PERISIAN MATEMATIK BAGI OPERASI TAMBAH UNTUK PELAJAR BEKEPERLUAN KHAS. 3rd National Invention Innovation & Design UiTM Perak, 2013. 1(), 3 - 3.
2 Mohd Shaharanee, I.N., Mohd Jamil, J., & Omar, M.F. (2013). CloFiM: Cloud based Frequent Itemset Mining. 3rd National Invention Innovation & Design UiTM Perak, 2013. 0(), 00 - 00.
3 Omar, M.F., Nawi, M.N.M., Mohd Shaharanee, I.N., & Radzuan, K. (2013). A Decision Support Framework Integrating Social Network Technology in Construction Project Management. 2nd nternational Seminar on Enterpreneurship and Business. 1(), 00 - 00.
4 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2014). Estimating PLS with incomplete data. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 00 - 00.
5 Mohd Shaharanee, I.N., Mohd Jamil, J., & Omar, M.F. (2014). A Conceptual Framework for Optimizing and Evaluating Association Rule Base Classification. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 115 - 119.
6 Mohd Shaharanee, I.N., Mohd Jamil, J., & Aziz, N. (2014). Analisis Profil Akademik Pelajar Kokurikulum Badan Beruniform Menggunakan Pendekatan Perlombongan Data. Prosiding Persidangan Kebangsaan Pembangunan Holistik Pelajar (NAHSDEC 2014). 1(), 129 - 136.
7 Abdullah, H., Mohd Shaharanee, I.N., & Hashim, K.F. (2014). Pembangunan Sistem Pemarkahan Pelajar Kokurikulum Universiti Utara Malaysia. Prosiding Persidangan Kebangsaan Pembangunan Holistik Pelajar (NAHSDEC 2014). 1(), 241 - 252.
8 Mohd Shaharanee, I.N., Zain, Z., Khalid, R., Ibrahim, A., & Hanafi, Z. (2014). CloMarks: Pengurusan Markah Efektif Berasaskan Pengkomputeran Cloud. Penang Invention, Innovation & Design 2014. 00(), 00 - 00.
9 Mohd Shaharanee, I.N., Hashim, K.F., & Mohd Jamil, J. (2014). CloRUBAS: Innovative Cloud based Rubric Assessment System for Co-Curiculum Center. Penang Invention, Innovation & Design 2014. 00(), 00 - 00.
10 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2014). Comparative analysis of data mining techniques for business data. AIP Conference Proceedings. 1635(), 00 - 00.
11 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2015). A Framework for Interestingness Measures for Association Rules with Discrete and Continuous Attributes Based on Statistical Validity . Artificial Intelligence in Theory and Practice IV. 465(), 119 - 128.
12 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). Google classroom as a tool for active learning. AIP Conference Proceedings: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2016 (ICAST’16). 1761(1), 00 - 00.
13 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). An innovative forecasting and dashboard system for Malaysian dengue trends. AIP Conference Proceedings: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2016 (ICAST’16). 1761(1), 00 - 00.
14 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2016). Profiling Oman education data using data visualization technique . THE 4TH INTERNATIONAL CONFERENCE ON QUANTITATIVE SCIENCES AND ITS APPLICATIONS (ICOQSIA 2016). 1782(), 00 - 00.
15 Mat Kasim, M., & Mohd Shaharanee, I.N. (2017). MULTI-CRITERIA EVALUATION OF E-LEARNING APPROACHES. Proceedings of the 6th International Conference on Computing and Informatics, ICOCI 2017. 2017(), 487 - 491.
16 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2017). Profiling Oman Education Data using Data Mining Approach. Proceedings of the International Conference on Applied Science and Technology 2017 (ICAST'17). 1891(), 00 - 00.
17 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). A system dynamic simulation model for managing the human error in power tools industries. Proceedings of the International Conference on Applied Science and Technology 2017 (ICAST'17). 1891(), 00 - 00.
18 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2016). Harnessing Google Facilities for a Better Teaching and Learning Experience. 1st Inspirational Scholar Symposium (ISS2016) Proceedings. 1(), 8 - 17.
19 Mat Kasim, M., & Mohd Shaharanee, I.N. (2017). Selection of suitable e-learning approach using TOPSIS technique with best ranked criteria weights. AIP Conference Proceedings 1905, 040014 (2017). 040019 (), 040019-1 - 040019-6.
20 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2013). Features Selection and Rule Removal for Frequent Association Rule Based Calssification. Proceedings of the 4th International Conference on Computing & Informatics . 1(1), 377 - 382.
21 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2013). A conceptual framework for evaluating and optimizing frequent association rule based classification. Prosiding Seminar LEADS. 1(1), 00 - 00.

BOOKS

1 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2015). A quick guide for data mining: predictive & descriptive modeling, Universiti Utara Malaysia:UUM Press

CHAPTER IN BOOKS

1
Mohd Shaharanee, I.N. (2010). A Statistical Interestingness Measures for XML Based Association Rules, PRICAI 2010: Trends in Artificial Intelligence,Lecture Notes in Computer Science (pp. 194 - 205 ), :
2
Mohd Shaharanee, I.N. (2015). Irrelevant Feature and Rule Removal for Structural Associative Classification Using Structure-Preserving Flat Representation, Feature Selection for Data and Pattern Recognition (pp. 199 - 228), Springer-Verlag Berlin Heidelberg:Springer Berlin Heidelberg
3
Mohd Shaharanee, I.N. (2009). Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression, AI 2009: Advances in Artificial Intelligence (pp. - ), Springer Berlin Heidelberg:Springer Berlin Heidelberg

PAST & CURRENT RESEARCHS

1 AN IMPROVED FRAMEWORK OF TREE-STRUCTURED DATA MINING FOR BUSINESS PROCESS LOGS ANALYSIA (2018), Leader, KPT
2 DEVELOPMENT OF POLICY OPINION POLL AND ANALYTICS (2018), Member, UNIVERSITI
3 DEVELOPMENT OF TASK MANAGER ANALYTICS : AN ENHANCEMENT OF TASK MANAGER (2018), Member, UNIVERSITI
4 DEVELOPMENT OF DASHBOARD SCORING SYSTEM FOR ASSESSING INTEGRITY LEVEL OF UUM STAFF (2017), Member, UNIVERSITI
5 PROFILING TOURIST ROUTE PATTERNS USING DATA MINING TECHNIQUES (2017), Leader, UNIVERSITI
6 A Study of Graduate on Time (GOT) for Ph.D Students using Analytical Hierarchical Process (2016), Member, UNIVERSITI
7 Analisis Profil Akademik Pelajar Kokurikulum Badan Beruniform Menggunakan Pendekatan Perlombongan Data (2016), Member, UNIVERSITI
8 ATRACTING YOUNG GENERATION TO ONLINE SURVEY (2016), Member, UNIVERSITI
9 PENERAPAN KEMAHIRAN INSANIAH MELALUI AKTIVITI KOKURIKULUM DALAM KALANGAN MAHASISWA UNIVERSITI UTARA MALAYSIA (2015), Leader, UNIVERSITI
10 GOOGLE CLASSROOM AS A TOOL FOR ACTIVE LEARNING (2015), Leader, UNIVERSITI
11 KAJIAN PERSEPSI PELAJAR PASCASISWAZAH TERHADAP PERKHIDMATAN YANG DITAWARKAN DI UNIVERSITI UTARA MALAYSIA BAGI TAHUN 2014 (2014), Member, UNIVERSITI
12 A NOVEL APPROACH FOR ASSESSING STAKEHOLDER'S CREDIT RISK USING DATA MINING AUTOMATION IN CONSTRUCTION PROJECT (2014), Leader, KPT
13 A NEW METHOD FOR MINING SUBTREE ON STRUCTURE–PRESERVING FLAT DATA FOR TREE STRUCTURED DATA (2013), Leader, KPT
14 EARLY WARNING DENGUE TRANSMISSION CONTROL MODELS WITH A HYBRID OF STOCHASTIC FRONTIER ANALYSIS AND SYSTEM DYNAMICS (2013), Member, KPT
15 Prototaip Sub-Sistem Asis : Pengurusan Markah Efektif (2012), Leader, KPT
16 Optimizing Association Rule : Handling Missing Values And Refining The Statistical Analysis (2012), Member, KPT
17 Interestingness And Quality Of Association Rules Derived From Relational Data (2012), Leader, UNIVERSITI
18 PROTOTAIP SISTEM PENASIHATAN KONFIGURASI KOMPUTER PERIBADI (2005), Leader, KPT
19 A DATA MINING APPROACH TO PROFILING OF MBA STUDENTS (2005), Member, KPT
20 PERBANDINGAN PRESTASI DI ANTARA TEKNIK RANGKAIAN NEURAL DAN SET KASAR DALAM MENGKELASKAN DATA PERUBATAN (2004), Member, KPT

UNDERGRADUATE

NoCourse CodeCourse Name
1 QIT3033KNOWLEDGE ACQUISITION IN DECISION MAKING
2 QS1013ELEMENTARY STATISTICS
3 SQIT3014COMPUTER AIDED DECISION MAKING
4 SQPX3908PRACTICUM
5 EEP2032LIVING IN THE MULTI-CULTURAL SOCIETY
6 SQIT3033KNOWLEDGE ACQUISITION IN DECISION MAKING
7 SQPX4908PRACTICUM
8 SDG1021THINKING SKILL
9 SQQP3073RESEARCH IN QUANTITATIVE SCIENCES 1
10 SDG1011HIGH TOUCH COMMUNICATION
11 VKMB1021COMMUNITY DEVELOPMENT II
12 VKMB2031COMMUNITY DEVELOPMENT III
13 VKMB1011COMMUNITY DEVELOPMENT I
14 VKMB2041COMMUNITY DEVELOPMENT IV
15 QIT3013COMPUTER IN BUSINESS DECISION MAKING
16 SQIT3043DATA MODELING AND DATABASE
17 TIV3013WWW PROGRAMMING
18 SP1113STATISTIC FOR SOCIAL SCIENCE
19 VPZD1021ROTU (ARMY) II
20 VPZD2041ROTU (ARMY) IV
21 VPZD3061ROTU (ARMY) VI
22 VPZL1021ROTU (NAVY) II
23 VPZL2041ROTU (NAVY) IV
24 VPZL3061ROTU (NAVY) VI
25 VPZU1021ROTU (AIR FORCE) II
26 VPZU2041ROTU (AIR FORCE) IV
27 VPZU3061ROTU (AIR FORCE) VI
28 EEP1032PERSONAL DEVELOPMENT AND CHARACTER BUILDING
29 SQIT3013COMPUTER IN BUSINESS DECISION MAKING
30 VPZD1011ROTU (ARMY) I
31 VPZD2031ROTU (ARMY) III
32 VPZD3051ROTU (ARMY)V
33 VPZL1011ROTU (NAVY) I
34 VPZL2031ROTU (NAVY) III
35 VPZL3051ROTU (NAVY) V
36 VPZU1011ROTU (AIR FORCE) I
37 VPZU2031ROTU (AIR FORCE) III
38 VPZU3051ROTU (AIR FORCE) V
39 SDG2011PERSONAL FINANCIAL PLANNING
40 QT3043COMPUTER IN BUSINESS DECISION MAKING
41 QIT1013PROGRAMMING IN BUSINESS APPLICATIONS

POSTGRADUATE

NoCourse CodeCourse Name
1 SQIT5023DECISION SUPPORT SYSTEMS

NO DATA

NOTES

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