About Me

Academic Qualifications

1. Master of Civil Engineering, Universiti Tenaga Nasional, 2016
2. Bachelor of Engineering (Civil) Hons., Universiti Teknologi Malaysia, 2013

Working Experiences

Courses Taught

1. CECB2013 - Civil Engineering Drafting Technology
2. CECB211 - Civil Engineering Drafting Technology Laboratory
3. CECB212 - Civil Engineering Drafting Technology
4. CEEB221 - Introduction to Environmental Engineering Laboratory
5. CEMB1034 - Mechanics of Materials
6. CEMB121 - Mechanics of Materials Laboratory
7. CEMB124 - Mechanics of Materials
8. CEWB1014 - Mechanics of Fluids
9. CEWB1021 - Mechanics of Fluids Laboratory
10. CEWB121 - Mechanics of Fluids Laboratory
11. CEWB123 - Mechanics of Fluids
12. CMPF104 - Programming For Foundation in Engineering
13. MATB133 - Statistics for Engineers

Professional Bodies

1. Board of Engineer Malaysia: - 2014
2. The Institution of Engineers, Malaysia: - 2017

Research Projects

1. Monthly River Flow Prediction at Sungai Kuantan using Hybrid Support Vector Machine - Particle Swarm Optimization and Hybrid Back Propagation Neural Network - Optimization Techniques

Publications

1. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK; Sensitivity Analysis On Various Meteorological Parameters River Flow Forecasting Model Using Support Vector Machine; Ecology, Environment And Conservation Journal ; Volume :23, Issue No :Special Issue, Article ID :Article-11, Page Start :55, Page End :60, ISSN :ISSN 0971–765X; 09 May 2017; Journal; SCOPUS
2. Shuhairy Bin Norhisham, LARIYAH BTE MOHD SIDEK, Nur'atiah binti Zaini; Assessing Bus Performance Rating In Kajang, Selangor; Iop Conf. Series: Earth And Environmental Science (4Th International Conference On Civil And Environmental Engineering For Sustainability (Iconcees 2017)); ; 11 Apr 2018; Conference Proceeding; SCOPUS
3. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK, NURUL HANI BINTI MARDI, Shuhairy Bin Norhisham; Iop Conference Series: Earth And Environmental Science; 4Th International Conference On Civil And Environmental Engineering For Sustainability (Iconcees 2017); ; 11 Apr 2018; Conference Proceeding; SCOPUS
4. Shuhairy Bin Norhisham, Herda Yati Binti Katman, NOR HAZWANI BINTI NOR KHALID, Nur'atiah binti Zaini; A Case Study On Quality Of Services For Bus Performance InPutrajaya, Malaysia; International Journal Of Engineering & Technology; Volume :7, Issue No :3.9, Article ID :10.14419/ijet.v7i3.9.15825, Page Start :100, Page End :103, ISSN :2227-524X ; 19 Jul 2018; Journal; SCOPUS
5. NURUL HANI BINTI MARDI, Nur'atiah binti Zaini; Preliminary Study On The Application Of Loofah Fiber And Coconut Fiber In Water Filtration; Proceedings Of The 4Th International Conference On Green Design And Manufacture 2018; Volume :2030, Issue No :1, Article ID :10.1063/1.5066903, Page Start :020262, Page End :020262, ISSN :978-0-7354-1752-6; 12 Nov 2018; Conference Proceeding; SCOPUS
6. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK, NURUL HANI BINTI MARDI, Shuhairy Bin Norhisham; Bat Algorithm And Neural Network For Monthly Streamflow Prediction; 4Th International Conference On Green Design And Manufacture 2018; ; 12 Nov 2018; Conference Proceeding; SCOPUS
7. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK, NURUL HANI BINTI MARDI, Shuhairy Bin Norhisham; Support Vector Machine And Neural Network Based Model For Monthly Stream Flow Forecasting; International Journal Of Engineering & Technology; Volume :7, Issue No :No 4.35 (2018): Special Issue 35, Article ID :10.14419/ijet.v7i4.35.23089, Page Start :683, Page End :688, ISSN :-; 03 Dec 2018; Journal; SCOPUS
8. Chow Ming Fai, Nur'atiah binti Zaini, Al Mahfoodh Ali Najah Ahmed; A Novel Hybrid Evolutionary Data-IntelligenceAlgorithm For Irrigation And Power ProductionManagement: Application To Multi-PurposeReservoir Systems; Sustainability; Volume :11, Issue No :1, Article ID :10.3390/su11071953, Page Start :1, Page End :28, ISSN :1; 02 Apr 2019; Journal; ISI
9. Al Mahfoodh Ali Najah Ahmed, Nur'atiah binti Zaini, Abdoulhdi Amhmad Borhana Omran; Ozone Prediction Based On Support Vector Machine; Indonesian Journal Of Electrical Engineering And Computer; Volume :na, Issue No :na, Article ID :na, Page Start :na, Page End :na, ISSN :na; 01 Aug 2019; Journal; Indexing In Progress
10. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Herda Yati Binti Katman, Mohd Zakwan Bin Ramli; Service Frequency And Service HoursEvaluation For Bus Service In West KlangValley; 3Rd International Conference On Architecture And Civil Engineering (Icace 2019) / Iop Conf. Series: Materials Science And Engineering; Volume :636, Issue No :1, Article ID :10.1088/1757-899X/636/1/012008, Page Start :1, Page End :7, ISSN :1757-899X; 01 Oct 2019; Conference Proceeding; SCOPUS
11. Shuhairy Bin Norhisham, NOR HAZWANI BINTI NOR KHALID, Hidayah Bte Basri, NURUL HANI BINTI MARDI, Nur'atiah binti Zaini; Evaluating The Travel Demand Using E-Bike On Campus; International Journal Of Engineering And Advanced Technology (Ijeat); Volume :9, Issue No :1, Article ID :10.35940/ijeat.A2667.109119, Page Start :2083, Page End :2088, ISSN :2249 – 8958; 01 Oct 2019; Journal; SCOPUS
12. Shuhairy Bin Norhisham, daud bin mohamad, Nur Syafiqah Binti Mohd Shkuri, Nur'atiah binti Zaini; Assessing Stakeholder’S View Forquality Bus Servicesin Kuala Lumpur; International Journal Of Advanced Science And Technology; Volume :28, Issue No :10, Article ID :., Page Start :359, Page End :369, ISSN :2207-6360 ; 01 Oct 2019; Journal; SCOPUS
13. Nur'atiah binti Zaini, Al Mahfoodh Ali Najah Ahmed; Machine Learning Versus Linear Regression Modelling Approach For Accurate Ozone Concentrations Prediction; Engineering Applications Of Computational Fluid Mechanics; Volume :14, Issue No :1, Article ID :https://doi.org/10.1080/19942060.2020.1758792, Page Start :713, Page End :725, ISSN :na; 01 Jan 2020; Journal; ISI
14. Yuzainee Bte. Md Yusoff, Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK; Methods In Forecasting Water Used And Electricity Production At Hydropower Plants; International Journal Of Recent Technology And Engineering (Ijrte); Volume :8, Issue No :4, Article ID :10.35940/ijrte.D5164.118419, Page Start :6499, Page End :6505, ISSN :2277-3878; 17 Jan 2020; Conference Proceeding; SCOPUS
15. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Herda Yati Binti Katman, Mohd Zakwan Bin Ramli; Evaluating Passenger Load Factor Of Public Bus Services In West Klang Valley; Lecture Notes In Civil Engineering - Icace 2019 Selected Articles From The International Conference On Architecture And Civil Engineering; Level: International,Chapter Title : Evaluating Passenger Load Factor of Public Bus Services in West Klang Valley, Book Title : Lecture Notes in Civil Engineering - ICACE 2019 Selected Articles from the International Conference on Architecture and Civil Engineering, Book Editor :Mokhtar AwangMeor Razali Meor M Fared, Publisher :Springer, Year Publish :2020, ISBN :978-981-15-1193-6, No of Pages :8; 28 Feb 2020; Research Book Chapter; SCOPUS
16. MARLINDA BTE. ABDUL MALEK, Nur'atiah binti Zaini; Prediction Of Monthly Rainfall At Senai, Johor Using Artificial Immune System And Deep Learning Neural Network; Test Engineering And Management; Volume :83, Issue No :March - April 2020, Article ID :-, Page Start :11740, Page End :11746, ISSN :0193-4120; 16 Apr 2020; Journal; SCOPUS
17. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Nur Lyana Bte. Baharin, Nur Syafiqah Binti Mohd Shkuri, NOORAZIZUN MOHD SAAD; Development Of Expert System For Bus Services In Klang Valley; 2Nd International Conference On Disaster And Management 30 September - 1 October 2020, Indonesia Iop Conference Series: Earth And Environmental Science, Volume 708, ; Volume :708, Issue No :1, Article ID :10.1088/1755-1315/708/1/012039, Page Start :1, Page End :10, ISSN :1755-1315; 01 Sep 2020; Conference Proceeding; SCOPUS
18. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Nur Lyana Bte. Baharin, Nur Syafiqah Binti Mohd Shkuri, NOORAZIZUN MOHD SAAD; Evaluating The Quality Of Services For Bus Performance InAlor Setars; 2Nd International Conference On Disaster Mitigation; ; 30 Sep 2020; Conference Proceeding; Indexing In Progress
19. NURUL HANI BINTI MARDI, Nur'atiah binti Zaini, Nazirul Mubin Bin Zahari; Study Of Indoor Air Quality (Iaq) Using One-Way Anova ; The 8Th International Conference On Advanced Material Engineering & Technology ; ; 14 Dec 2020; Conference Proceeding; SCOPUS
20. NURUL HANI BINTI MARDI, Nur'atiah binti Zaini, Shuhairy Bin Norhisham; Investigation Of Traffic Noise Pollution At Puchong Residential Areas; Lecture Notes In Civil Engineering; Volume :132, Issue No :na, Article ID :https://doi.org/10.1007/978-981-33-6311-3, Page Start :799, Page End :806, ISSN :2366-2557; 14 Dec 2020; Journal; SCOPUS
21. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK, Shuhairy Bin Norhisham, NURUL HANI BINTI MARDI; Deep Learning Neural Network For Time Series Water Level Forecasting; International Conference On Civil, Offshore & Environmental Engineering; Volume :132, Issue No :-, Article ID :10.1007/978-981-33-6311-3, Page Start :22, Page End :29, ISSN :-; 01 Jan 2021; Conference Proceeding; SCOPUS
22. Nur'atiah binti Zaini, MARLINDA BTE. ABDUL MALEK, Shuhairy Bin Norhisham, NURUL HANI BINTI MARDI; Deep Learning Neural Network For Time Series Water Level Forecasting; International Conference On Civil, Offshore & Environmental Engineering; Volume :132, Issue No :-, Article ID :10.1007/978-981-33-6311-3, Page Start :22, Page End :29, ISSN :-; 01 Jan 2021; Conference Proceeding; SCOPUS
23. Al Mahfoodh Ali Najah Ahmed, Nur'atiah binti Zaini; Ozone Concentration Forecasting Based On Artificial Intelligence Techniques: A Systematic Review; Water, Air, And Soil Pollution; Volume :232, Issue No :9, Article ID :https://doi.org/10.1007/s11270-021-04989-5, Page Start :1, Page End :10, ISSN :1573-2932; 13 Feb 2021; Journal; ISI
24. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Nur Lyana Bte. Baharin, Nur Syafiqah Binti Mohd Shkuri, NOORAZIZUN MOHD SAAD; Evaluating The Quality Of Services For BusPerformance In Alor Setars; Iop Conference Series: Earth And Environmental Science : 2Nd International Conference On Disaster And Management; ; 26 Apr 2021; Conference Proceeding; SCOPUS
25. Shuhairy Bin Norhisham, Agusril, Nur'atiah binti Zaini, Nur Lyana Bte. Baharin, Nur Syafiqah Binti Mohd Shkuri, NOORAZIZUN MOHD SAAD; Iop Conference Series: Earth And Environmental SciencePaper • The Following Article Is Open AccessDevelopment Of Expert System For Bus Services In Klang Valley; Iop Conference Series: Earth And Environmental Science : 2Nd International Conference On Disaster And Management; ; 26 Apr 2021; Conference Proceeding; SCOPUS
26. Al Mahfoodh Ali Najah Ahmed, Nur'atiah binti Zaini; Hybrid Deep Learning Model For Ozone Concentration Prediction: Comprehensive Evaluation And Comparison With Various Machine And Deep Learning Algorithms; Engineering Applications Of Computational Fluid Mechanics; Volume :15, Issue No :1, Article ID :https://doi.org/10.1080/19942060.2021.1926328, Page Start :902, Page End :933, ISSN :1994-2060; 30 Apr 2021; Journal; ISI
27. Nur'atiah binti Zaini, Al Mahfoodh Ali Najah Ahmed; A Review Of Models For Water Level Forecasting Based On MachineLearning; Earth Science Informatics ; Volume :na, Issue No :na, Article ID :https://doi.org/10.1007/s12145-021-00664-9, Page Start :1, Page End :22, ISSN :1865-0481; 24 Jun 2021; Journal; ISI
28. Nur'atiah binti Zaini, Ean Lee Woen, Al Mahfoodh Ali Najah Ahmed; A Systematic Literature Review Of Deep Learning Neural NetworkFor Time Series Air Quality Forecasting; Environmental Science And Pollution Research; Volume :-, Issue No :-, Article ID :https://doi.org/10.1007/s11356-021-17442-1, Page Start :-, Page End :-, ISSN :09441344; 22 Nov 2021; Journal; ISI
29. Nur'atiah binti Zaini, Ean Lee Woen, Al Mahfoodh Ali Najah Ahmed; Forecasting Of Carbon Monoxide Concentration Based On Sequence-To-Sequence Deep Learning Approach; 7Th International Visual Informatics Conference 2021 (Ivic’21); Volume :13051 LNCS, Issue No :-, Article ID :10.1007/978-3-030-90235-3_45, Page Start :518, Page End :529, ISSN :978-303090234-6; 23 Nov 2021; Conference Proceeding; SCOPUS
30. Nur'atiah binti Zaini, Ean Lee Woen, Al Mahfoodh Ali Najah Ahmed; Forecasting Of Carbon Monoxide Concentration Based On Sequence-To-Sequence Deep Learning Approach; 7Th International Visual Informatics Conference 2021 (Ivic’21); Volume :13051 LNCS, Issue No :-, Article ID :10.1007/978-3-030-90235-3_45, Page Start :518, Page End :529, ISSN :978-303090234-6; 23 Nov 2021; Conference Proceeding; SCOPUS
31. Al Mahfoodh Ali Najah Ahmed, Nur'atiah binti Zaini; Developing Machine Learning Algorithms For Meteorological Temperature And Humidity Forecasting At Terengganu State In Malaysia; Scientific Reports; Volume :11, Issue No :1, Article ID :10.1038/s41598-021-96872-w, Page Start :1, Page End :20, ISSN :20452322; 01 Dec 2021; Journal; ISI
32. NORLELA BTE ISMAIL, Shuhairy Bin Norhisham, Nur'atiah binti Zaini; Assessment Of Customers’ Satisfaction In Mass Rapid Transit (Mrt) Using Importance-Performance Analysis (Ipa); 1St Advances In Architecture, Sustainable Construction And Built Environment 2021 : Lecture Notes In Civil Engineering (Issn: 2366-2557) - Scopus (Publisher: Springer); ; 01 Dec 2021; Research Book Chapter; Indexing In Progress
33. Al Mahfoodh Ali Najah Ahmed, Nur'atiah binti Zaini; Wind Speed Prediction Over Malaysia Using Various Machine Learning Models: Potential Renewable Energy Source; Engineering Applications Of Computational Fluid Mechanics; Volume :16, Issue No :1, Article ID :10.1080/19942060.2022.2103588, Page Start :NA, Page End :NA, ISSN :19942060; 01 Jan 2022; Journal; ISI
34. NORLELA BTE ISMAIL, Shuhairy Bin Norhisham, Nur'atiah binti Zaini; Assessing The Passenger Load Of Urban Bus Performance In Eastern Region Of Malaysia Peninsular. ; 6Th International Conference On Architecture And Civil Engineering; Volume :., Issue No :., Article ID :., Page Start :., Page End :., ISSN :ISSN: 2366-2557; 01 Aug 2022; Conference Proceeding; Indexing In Progress
35. Nur'atiah binti Zaini, Ean Lee Woen, Al Mahfoodh Ali Najah Ahmed; Pm2.5 Forecasting For An Urban Area Based On Deep Learning And Decomposition Method; Scientific Reports; Volume :12, Issue No :17565 (2022), Article ID :https://doi.org/10.1038/s41598-022-21769-1, Page Start :-, Page End :-, ISSN :-; 30 Sep 2022; Journal; ISI
36. Nur'atiah binti Zaini, Ean Lee Woen, Al Mahfoodh Ali Najah Ahmed; Co Concentration Forecasting With Attention-Based Lstm And Emd For Urban Areas In Selangor; World Engineering, Science And Technology Congress (Estcon) 2022; Volume :-, Issue No :-, Article ID :10.1109/ICDI57181.2022.10007246, Page Start :53, Page End :56, ISSN :-; 01 Dec 2022; Conference Proceeding; SCOPUS
37. NORLELA BTE ISMAIL, Shuhairy Bin Norhisham, Nur'atiah binti Zaini; Assessing The Passenger Load Of Urban Bus Performance In Eastern Region Malaysia Peninsular; 6Th International Conference On Architecture And Civil Engineering, Icace 2022Kuala Lumpur18 August 2022Through 18 August 2022; ; 01 Jan 2023; Research Book Chapter; SCOPUS
38. Nur'atiah binti Zaini, Al Mahfoodh Ali Najah Ahmed, Ean Lee Woen; Forecasting Air Pollutant Concentrations Using Optimized Deep Learning: A Case Study For Kuala Lumpur, Malaysia; The 3Rd Energy Security And Chemical Engineering Congress (Esche 2023) ; ; 05 Jul 2023; Conference Proceeding; Indexing In Progress
39. Nur'atiah binti Zaini, Al Mahfoodh Ali Najah Ahmed, Ean Lee Woen; Forecasting Of Fine Particulate Matter Based On Lstm And Optimization Algorithm; Journal Of Cleaner Production; Volume :427, Issue No :-, Article ID :https://doi.org/10.1016/j.jclepro.2023.139233, Page Start :139233, Page End :-, ISSN :-; 01 Nov 2023; Journal; ISI