Dr. Izwan Nizal Bin Mohd Shaharanee  

Othman Yeop Abdullah Graduate School of Business,
University Teaching and Learning Centre,
Universiti Utara Malaysia.

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 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.

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 . The Journal of Social Sciences Research. 21(5), 1127 - 1130.
3 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2015). Constructing Partial Least Squares Model in the Presence of Missing Data. The Journal of Social Sciences Research. 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. The Journal of Social Sciences Research. 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. The Journal of Social Sciences Research. 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(Special issue), 1402 - 1408.
16 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2018). An Analysis on Student Academic Performance by Using Decision Tree Models. Journal of Social Science Research. 6(0), 615 - 620.
17 Mohd Shaharanee, I.N. (2014). Evaluation and Optimization of Frequent, Closed and Maximal Association Rules Based Classification. Statistics and Computing. 24(5), 821 - 843.
18 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.
19 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. (2017). Student profiling on university co-curricular activities using cluster analysis . AIP Conference Proceeding 1905, 050047 (2017). 1905(), 050035-1 - –050035-6.
21 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). Exploring Mathematics Anxiety and Attitude: Mathematics Students’ Experiences . AIP Conference Proceeding 1905, 050047 (2017). 1905(1), 050039-1 - 050039-6.
22 Ch'ng.C.K, Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). Analyzing the factors that influencing the success of post graduates in achieving graduate on time (GOT) using Analytic Hierarchy Process(AHP) . AIP Conference Proceeding 1905, 050047 (2017). 1905(1), 040009-1 - 040009-4.
23 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2017). Student profiling on university co-curriculum activities using data visualization tools . AIP Conference Proceeding 1905, 050047 (2017). 1905(1), 040013-1 - 040013-6.
24 Mohd Shaharanee, I.N., & Mohd Jamil, J. (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 THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019). 2138(), 040010-1 - 040010-6.
25 Mohd Jamil, J., & Mohd Shaharanee, I.N. (2019). Tourism knowledge discovery through data mining techniques. AIP Conference Proceedings 2138 THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019). 2138(), 040013-1 - 040013-6.
26 Mohd Shaharanee, I.N., & Mohd Jamil, J. (2019). UNDERSTANDING ZAKAT FUND DISTRIBUTION USING DATA VISUALIZATION AND DATA ANALYTICS TOOL. Proceedings of the 1st Kedah International Zakat Conference 2019 (KEIZAC). 1(), 848 - 857.
27 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.
28 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 (2019), 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 VKMB1011COMMUNITY DEVELOPMENT I
2 SQIT3014COMPUTER AIDED DECISION MAKING
3 SQQP3073RESEARCH IN QUANTITATIVE SCIENCES 1
4 SQPX3908PRACTICUM
5 SQPX4908PRACTICUM
6 SP1113STATISTIC FOR SOCIAL SCIENCE
7 SDG1021THINKING SKILL
8 SDG2011PERSONAL FINANCIAL PLANNING
9 TIV3013WWW PROGRAMMING
10 EEP2032LIVING IN THE MULTI-CULTURAL SOCIETY
11 VPZD1021ROTU (ARMY) II
12 VPZD2041ROTU (ARMY) IV
13 VPZD3061ROTU (ARMY) VI
14 VPZL1021ROTU (NAVY) II
15 VPZL2041ROTU (NAVY) IV
16 VPZL3061ROTU (NAVY) VI
17 VPZU1021ROTU (AIR FORCE) II
18 VPZU2041ROTU (AIR FORCE) IV
19 VPZU3061ROTU (AIR FORCE) VI
20 QIT3033KNOWLEDGE ACQUISITION IN DECISION MAKING
21 SQIT3013COMPUTER IN BUSINESS DECISION MAKING
22 SQIT3033KNOWLEDGE ACQUISITION IN DECISION MAKING
23 QT3043COMPUTER IN BUSINESS DECISION MAKING
24 SDG1011HIGH TOUCH COMMUNICATION
25 VPZD1011ROTU (ARMY) I
26 VPZD2031ROTU (ARMY) III
27 VPZD3051ROTU (ARMY)V
28 VPZL1011ROTU (NAVY) I
29 VPZL2031ROTU (NAVY) III
30 VPZL3051ROTU (NAVY) V
31 VPZU1011ROTU (AIR FORCE) I
32 VPZU2031ROTU (AIR FORCE) III
33 VPZU3051ROTU (AIR FORCE) V
34 EEP1032PERSONAL DEVELOPMENT AND CHARACTER BUILDING
35 QIT3013COMPUTER IN BUSINESS DECISION MAKING
36 SQIT3043DATA MODELING AND DATABASE
37 VKMB1021COMMUNITY DEVELOPMENT II
38 VKMB2031COMMUNITY DEVELOPMENT III
39 VKMB2041COMMUNITY DEVELOPMENT IV
40 QIT1013PROGRAMMING IN BUSINESS APPLICATIONS
41 QS1013ELEMENTARY STATISTICS

POSTGRADUATE

NoCourse CodeCourse Name
1 SQIT5023DECISION SUPPORT SYSTEMS
2 OJMT6023Data Mining for Business Applications

NoYearTitleMembershipCost (RM)FunderLevelStatus
1 2019Kajian pemetaan dan simulasi indikator-indikator di bawah laporan world competitivenes yearbook (wcy) dan global competivenes report (gcr)Member35,000.00StatutoryNationalOn going

NOTES

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2. Your Publication information is automatically taken from the Sistem Penerbitan. Please update your Publication information through portal.uum.edu.my, click     ‘Academic’, then click ‘Publication/Penerbitan’. You are advised to update your Publication regularly to allow others to be able to know your recent     publications.
3. Your Research and Consultation information is automatically taken from RaIIS. Please take note information on Research is automatically taken from RaIIS.     Please contact RIMC (SURAYA : 4776), (RAIS : 4781) for any updates or discrepancies.
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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