Prof. Madya Dr. Suzilah bt. Ismail  

Quantitative Sciences,
UUM College of Arts and Sciences,
Universiti Utara Malaysia.

halizus@uum.edu.my 04-9286419 Name in APA format : Ismail, S.

ACADEMIC QUALIFICATION

1 2005, PhD Statistics (Forecasting - econometric), Lancaster University, United Kingdom
2 1999, Master of Science Statistics, Bangi, Universiti Kebangsaan Malaysia
3 1998, Bachelor of Science Statistics, Shah Alam, Universiti Teknologi MARA

AWARDS & RECOGNITIONS

1 Best Poster Award, SQS UUM, 2017, Antarabangsa
2 Silver PECIPTA 2017, KPT, 2017, Kebangsaan
3 Gold Medal I-RIA 2017, School of Computer (SoC), UUM CAS, 2017, Kebangsaan
4 Bronze Medal PECIPTA 2015, KPT, 2015, Kebangsaan
5 Bronze Medal iCompEx'15 (National Innovation & Invention Competition Through Exhibition 2015), Ministry of Educatian and POLITEKNIK, 2015, Kebangsaan
6 Anugerah Perkhidmatan Cemerlang, UUM, 2014, Universiti
7 UNILEAD Phase II, German Academic Exchange Service (DAAD), 2014, Antarabangsa
8 UNILEAD Phase I, German Academic Exchange Service (DAAD), 2013, Antarabangsa

OVERVIEW

Theoretically I am focusing on automated forecasting techniques which involve algorithm and computer programming. For applied research, I am concentrating on instruments development.

RESEARCH AREA


AREA OF EXPERTISE

Forecasting (Time Series & Econometric)
Instrumentation
Survival Analysis

ARTICLE IN ACADEMIC JOURNAL

1 Ismail, S. (2011). Aedes larval population dynamics and risk for dengue epidemics in Malaysia. TROPICAL BIOMEDICINE. 28(2), 237 - 248.
2 Ismail, S. (2011). Evaluating the forecasting performance of econometrics models of air passenger traffic flows using multiple error measures. . International Journal of Forecasting. 27(), 902 - 922.
3 Yatim, B., & Ismail, S. (2015). Mixture Model of the Exponential, Gamma and Weibull Distributions to Analyse Heterogeneous Survival Data . Journal of Scientific Research and Reports . 5(2), 132 - 139.
4 Sharif, S., Ismail, S., Ahmad, Y., Khalid, R., Omar, M.F., & Zain, Z. (2015). BEA scoring system: Selecting the right person for scholarship. International Journal of Economics and Financial Issues . 5(), 242 - 246.
5 Ismail, S. (2012). Climatic influences on aedes mosquito larvae population. Malaysian Journal of Science. 31(1), 30 - 39.
6 Ismail, S. (2015). Modeling the Error Term by Moving Average and Generalized Autoregressive Conditional Heteroscedasticity Processes. American Journal of Applied Sciences. 12(11), 896 - 901.
7 Ismail, S. (2016). Comparative Human Landing Catch and CDC Light Trap in Mosquito Sampling in Knowlesi Malaria Endemic Areas in Peninsula Malaysia. Advances in Entomology. 4(), 1 - 10.
8 Ismail, S. (2016). Modeling the Heteroscedasticity in Data Distribution. Global Journal of Pure and Applied Mathematics . 12(1), 313 - 322.
9 Ismail, S. (2016). Modeling the Asymmetric in Conditional Variance. Asian Journal of Scientific Research. 9(2), 39 - 44.
10 Ismail, S. (2016). Comparing Vector Autoregressive (VAR) Estimation with Combine White Noise (CWN) Estimation. Research Journal of Applied Sciences, Engineering and Technology . 12(5), 544 - 549.
11 NO_INITIAL, & Ismail, S. (2016). Model Selection Approaches of Water Quality Index Data. Global Journal of Pure and Applied Mathematics . 12(2), 1821 - 1829.
12 Ismail, S. (2016). Evaluating Combine White Noise with US and UK GDP Quarterly Data. Gazi University Journal of Science. 29(2), 365 - 372.
13 Ismail, S. (2016). Survival Mixture Model of Gamma Distribution for Modelling Heterogeneous Data. International Journal of Applied Engineering Research (IJAER). 11(16), 8992 - 8998.
14 Ismail, S. (2016). Validation of Combine White Noise using Simulated Data. International Journal of Applied Engineering Research (IJAER). 11(20), 10125 - 10130.
15 Ismail, S., Zulkifli, M., Mansor, R., & Mat Yusof, M. (2016). The Role of Exploratory Data Analysis (EDA) in Electricity Forecasting. Pertanika Journal of Social Sciences & Humanities. 24(8), 111 - 118.
16 NO_INITIAL, & Ismail, S. (2016). Multiple Equations Model Selection Algorithm with Iterative Estimation Method. International Journal of Applied Engineering Research (IJAER). 11(23), 11403 - 11408.
17 Sharif, S., Ismail, S., & Omar, Z. (2016). Validation of Global Financial Crisis on Bursa Malaysia Stocks Market Companies via Covariance Structure. American Journal of Applied Sciences. 13(11), 1091 - 1095.
18 Ismail, S. (2016). Modelling the Error Term of Australia Gross Domestic Product. Journal of Mathematics and Statistics. 12(4), 248 - 254.
19 Ismail, S. (2016). MODELING THE ERROR TERM OF REGRESSION BY COMBINE WHITE NOISE. International Journal of Advance Research in Science and Engineering. 5(12), 63 - 70.
20 Ismail, S. (2016). Modelling the Asymmetric Volatility with Combine White Noise Across Australia and United Kingdom GDP Data Set . Research Journal of Applied Sciences. 11(11), 1427 - 1431.
21 Ismail, S. (2017). Manual and Automated Model Selection Procedures for Seemingly Unrelated Regression Equations With Different Estimation Methods . Far East Journal of Mathematical Sciences. 101(8), 1655 - 1670.
22 Sharif, S., Ismail, S., & Omar, Z. (2017). High Dimensional Quality Control Chart: A Case Study of “Baju Kurung” Manufacturing Industry. International Journal of Applied Engineering Research (IJAER). 12(16), 5491 - 5494.
23 Sharif, S., Ismail, S., & Omar, Z. (2017). New Statistical Test for Quality Control in High Dimension Data Set. International Journal of Applied Engineering Research (IJAER). 12(16), 6241 - 6248.
24 Sharif, S., Ismail, S., & Omar, Z. (2017). S* Control Chart in Screw Quality Assessment. Global Journal of Pure and Applied Mathematics . 13(11), 7879 - 7887.
25 Ismail, S. (2018). COMPARING PRICES OF BASIC NEEDS (FOODS AND HOUSES): A CASE STUDY OF CHANGLUN, KODIANG AND JITRA. Journal of Technology Management and Business . 5(2), 8 - 14.
26 Sharif, S., Ismail, S., & Omar, Z. (2018). The impact of 2008 credit crisis on currency stability structure. International Journal of Productivity and Quality Management (IJPQM). 23(1), 128 - 136.
27 Ismail, S., Awang Hashim, R., & Yusof, N. (2018). Crucial Role of Exploratory Data Analysis (EDA) in Assessing Survey Instrument Reliability . Research Journal of Applied Sciences. 13(4), 241 - 244.
28 Ismail, S. (2018). Factors Determining Dengue Outbreak in Malaysia. PLOS ONE. 13(2), 1 - 13.
29 Muda, T.Z.T, & Ismail, S. (2019). Automated Blood Cells Classification. Journal of Advanced Research in Dynamical and Control Systems. 11(08), 63 - 76.
30 Ismail, S., & Ahmad, Y. (2019). Students Financial Status Prediction Model. Journal of Advanced Research in Dynamical and Control Systems. 11(8), 35 - 41.
31 Ismail, S. (2019). Simulation of Data to Contain the Four Time Series Components in Univariate Forecasting. Journal of Advanced Research in Dynamical and Control Systems. 11(5), 1005 - 1010.
32 Ismail, S. (2019). Break for Time Series Components (BFTSC) and Group for Time Series Components (GFTSC) in Identification of Time Series Components in Univariate Forecasting. Journal of Advanced Research in Dynamical & Control Systems. 11(5), 995 - 1004.
33 Ismail, S. (2019). ARTIFICIAL INTELLIGENCE MODEL AS PREDICTOR FOR DENGUE OUTBREAKS. MALAYSIAN JOURNAL OF PUBLIC HEALTH MEDICINE. 19(2), 103 - 108.
34 Ismail, S. (2019). Mixture Model of Different Distributions: A Simulation Study with Different Censoring and Mixing Probabilities. International Journal of Science and Research. 8(5), 1744 - 1751.
35 Ismail, S. (2013). A Simulation Study of a Parametric Mixture Model of Three Different Distributions to Analyze Heterogeneous Survival Data. modern applied science. 7(7), 1 - 9.
36 Ismail, S. (2013). Short-term crime forecasting in Kedah. Procedia - Social and Behavioral Sciences. 91(), 654 - 660.

PAPERS IN CONFERENCE PROCEEDING

1 Ismail, S. (2014). Detecting the presence of moving holiday effects on crime data. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 228 - 232.
2 Ismail, S. (2014). LAG VARIABLES REDUCTION IN MULTIPLE MODELS SELECTION ALGORITHM. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 169 - 173.
3 Haron, N.H., Yatim, B., & Ismail, S. (2014). DISTANCE-BASED REGRESSION VERSUS CLASSICAL LINEAR REGRESSION BASED ON NORMALITY ASSUMPTION. Proceeding of the International Conference on the Analysis and mathematical Applications in Engineering and Science 2014 . 1(), 157 - 160.
4 Ismail, S. (2013). A New Approach In Measuring Graduate Employability Skills. Proceeding of the 3rd International Conference on Mathematical Sciences. 1(), 00 - 00.
5 Ismail, S. (2014). A New Approach In Measuring Graduate Employability Skills. AIP Conference Proceedings. 1602(), 1202 - 1208.
6 Yatim, B., & Ismail, S. (2014). A Parametric Mixture Model of Three Different Distributions: An Approach to Analyse Heterogeneous Survival Data. AIP Conference Proceedings 1605. 1605(), 1040 - 1045.
7 Sharif, S., Omar, Z., & Ismail, S. (2014). Computational Efficiency of GV and VV. 3rd International Conference on Quantitative Sciences and Its Applications. 0(), 0 - 0.
8 Mansor, R., Zulkifli, M., Mat Yusof, M., Yip.C.Y, Ismail, M.I., & Ismail, S. (2014). Performance of Fuzzy Approach in Malaysia Short-term Electricity Load Forecasting. Proceeding of International Conference on Quantitative Sciences and Its Applications . 1635(), 817 - 824.
9 Yatim, B., & Ismail, S. (2014). MANOVA versus alternative methods. AIP Conference Proceedings. 1635(), 934 - 939.
10 Ismail, S., Zakaria, R., & Muda, T.Z.T (2014). Univariate time series forecasting algorithm validation. AIP Conference Proceedings. 1635(), 770 - 775.
11 Yatim, B., & Ismail, S. (2014). Implementation of graduate employability skills SJT instrument in Universiti Utara Malaysia. AIP Conference Proceedings. 1635(), 962 - 965.
12 Yusof, N., Ismail, S., & Muda, T.Z.T (2015). Assessing the Simulation Performances of Multiple Models Selection Algorithm. 5th International Conference on Computing & Informatics. 5(), 25 - 31.
13 Ismail, S. (2012). Short-term crime forecasting in Kedah. Proceeding of PSU-USM International Conferenceon Arts and Sciences 2012. (), 187 - 193.
14 Ismail, S., Yusof, N., & Muda, T.Z.T (2015). ALGORITHMIC APPROACHES IN MODEL SELECTION OF THE AIR PASSENGERS FLOWS DATA. 5th International Conference on Computing & Informatics. 1(), 32 - 37.
15 Ismail, S., Zulkifli, M., Mansor, R., Mat Yusof, M., & Ismail, M.I. (2015). The Role of Exploratory Data Analysis (EDA) in Electricity Forecasting. The 2nd International Conference on Statistics in Science, Business and Engineering 2015. 1(), 11 - 13.
16 Khalid, R., Omar, M.F., Sharif, S., Ismail, S., Ahmad, Y., & Zain, Z. (2016). Architecture of a Scholarship System of Universiti Utara Malaysia . Proceedings of the Innovation and Analytics Conference & Exhibition (IACE) 2016. 1(), 154 - 159.
17 Ismail, S. (2016). PREDICTING DENGUE OUTBREAK IN SELANGOR. Proceeding of 52nd ANNUAL SCIENTIFIC CONFERENCE OF THE MALAYSIAN SOCIETY OF PARASITOLOGY AND TROPICAL MEDICINE. 1(), 21 - 22.
18 Ismail, S., & Ahmad, Y. (2017). Basic Needs of Universiti Utara Malaysia Students. AIP Conference Proceedings 1905. 1905(1), 050020-1 - 050020-4.
19 Ismail, S., & Yusof, N. (2017). The Influence of Fixed Rhythm Auditory Icon On Food Intake Mimicry. Proceedings of THE 3rd INTERNATIONAL CONFERENCE ON COMPUTING,MATHEMATICS AND STATISTICS 2017(iCMS2017). 1(1), 1 - 5.
20 Muda, T.Z.T, & Ismail, S. (2018). Adaptive Hybrid Blood Cell Image Segmentation. Engineering Application of Artificial Intelligence Conference 2018. (), - .
21 Muda, T.Z.T, & Ismail, S. (2019). Adaptive Hybrid Blood Cell Image Segmentation. Engineering Application of Artificial Intelligence Conference 2018 (EAAIC 2018). 255(01001), 1 - 5.

BOOKS

NO DATA

CHAPTER IN BOOKS

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PAST & CURRENT RESEARCHS

1 AUTOMATED MALARIA IDENTIFICATION (2017), Member, UNIVERSITI
2 INNOVATIVE EXPERT FORECASTING SYSTEM FOR SMALL AND MEDIUM ENTERPRISES (SMES) (2017), Leader, KPT
3 FINANCIAL STATUS PREDICTION MODEL OF UUM STUDENTS (2017), Leader, UNIVERSITI
4 Experimental Study On The Effect Of Rhythmic Auditory On Food Intake Mimicry (2016), Leader, UNIVERSITI
5 FIELD EVALUATION OF OUTDOOR RESIDUAL SPRAYING FOR THE CONTROL OF SIMIAN MALARIA IN SABAH (2016), Member, LAIN-LAIN
6 Modelling the Error Terms to Improve the Accuracy of Vector Autoregression (VAR) Estimation (2015), Leader, UNIVERSITI
7 AUDIT DATA TERKUMPUL UNTUK PELAN STRATEGIK UNIVERSITI (2014) - TERAS 3 (2015), Member, UNIVERSITI
8 A New Algorithm for Multiple Models Selection within the General-to-Specific Approach (2014), Leader, UNIVERSITI
9 AN EXTENDED AUTOMETRICS ALGORITHM FOR SEEMINGLY UNRELATED REGRESSIONS EQUATIONS (SURE) MODEL (2013), Leader, KPT
10 DEVELOPMENT OF SCORING SYSTEM FOR 'HADIAH PELAJARAN BESTARI' (2013), Leader, KPT
11 AUTOMATED CONTROL CHART FOR HIGH DIMENSION DATASET (2013), Leader, UNIVERSITI
12 A NEW MODEL FOR PREDICTING DENGUE OUTBREAK; LARGE SCALE (2013), Member, LAIN-LAIN
13 MASS APPLICATION OF AEDES AUTOCIDAL TRAP (2013), Member, LAIN-LAIN
14 Optimal Fuzzy Approach For Forecasting Electricity Load Demand In Malaysia (2012), Member, UNIVERSITI
15 Parametric Mixture Model of Different Distributions for Modeling Heterogeneous Survival Time Data (2012), Member, UNIVERSITI
16 SHORT-TERM CRIME FORECASTING IN KEDAH (2011), Leader, UNIVERSITI
17 KAJIAN PERSEPSI PELAJAR TERHADAP PERKHIDMATAN YANG DITAWARKAN DI UUM (2010), Member, UNIVERSITI
18 EXAMINING QUALITY OF UNDERGRADUATE LEARNING EXPERIENCE: NATIONAL GRADUATE SURVEY (2010), Member, UNIVERSITI
19 INSTRUMENTATION DEVELOPMENT ON GRADUATE EMPLOYMENT (2010), Member, KPT
20 AUTOMATED TIME SERIES FORECASTING (2008), Leader, KPT
21 TESTING OF THE MAIN AND INTERACTION EFFECTS IN MULTI FACTORIAL EXPERIMENTS (2007), Member, KPT
22 MODELS OF AIR PASSENGER TRAFFIC FLOWS: A COMPARISON OF THEIR FORECASTING EFFECTIVENES (2005), Leader, KPT
23 PEMBELAJARAN STATISTIK DI KALANGAN PELAJAR BUKAN MAJOR (2002), Member, KPT

UNDERGRADUATE

NoCourse CodeCourse Name
1 SDG2021ENTREPRENEURSHIP
2 SQQS3122INDUSTRIAL STATISTICS PROJECT I
3 SQQS3033BUSINESS FORECASTING
4 SQSX3912PRACTICUM
5 SDG3021PATRIOTISM AND VOLUNTEERISM
6 SDG1021THINKING SKILL
7 SDG3011MANAGEMENT ETHICS
8 SDG2011PERSONAL FINANCIAL PLANNING
9 SQQS2013APPLIED STATISTICS
10 SQQS3173OFFICIAL STATISTICS
11 SQSX4912PRACTICUM
12 SQQS3134INDUSTRIAL STATISTICS PROJECT II
13 TS2013APPLIED STATISTICS
14 QQS3073RESEARCH METHODOLOGY
15 SQQS1033DATA EXPLORATORY AND GENERALISATION
16 SDG1011HIGH TOUCH COMMUNICATION
17 SQQS3053EXPERIMENTAL DESIGN IN BUSINESS
18 QQS3033BUSINESS FORECASTING
19 QQS3043MULTIVARIATE ANALYSIS FOR BUSINESS DATA
20 QQS3053EXPERIMENTAL DESIGN IN BUSINESS
21 QSX3998PRACTICUM
22 TS1023STATISTICS FOR INFORMATION TECHNOLOGY
23 QQS2013APPLIED STATISTICS
24 QX3014PRACTICUM
25 SQQS2063INFERENTIAL STATISTICS
26 SQQS1013ELEMENTARY STATISTICS
27 SDG2031LIVING IN THE MULTI-CULTURAL SOCIETY

POSTGRADUATE

NoCourse CodeCourse Name
1 BDQQ8043FORECASTING TECHNIQUES
2 SQQS5013Exploratory Data Analysis
3 SQQS5043Psychometrics
4 SQQS5063Forecasting Techniques
5 SQQS6013Research Methods
6 SQSZ6996Project Paper
7 SQQP5023DECISION ANALYSIS

NoYearTitleMembershipCost (RM)FunderLevelStatus
1 2018Kajian perkhidmatan bas unic di uumLeader22,000.00StatutoryNationalCompleted
2 2013Analisis data keputusan peperiksaan akhir semester a122Member2,000.00GovernmentNationalCompleted
3 2013Analisis data keputusan peperiksaan akhir semester a121Member8,100.00GovernmentNationalCompleted

NOTES

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