About Me

Academic Qualifications

1. Doctor of Philosophy (Engineering), Universiti Tenaga Nasional, 2024
2. Master of Civil Engineering, Universiti Tenaga Nasional, 2016
3. 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. COEB1013 - Programming for Engineers
14. CSEB113 - Principles of Programming
15. 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
40. Nur'atiah binti Zaini, Ean Lee Woen; Hybrid Deep Learning Approach For Forecasting Carbon Monoxide Concentration; International Conference Of Sustainable Energy, Infrastructure And Environment (Icseie) 2024; ; 21 Aug 2024; Conference Proceeding; Indexing In Progress