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Nur'atiah binti Zaini, Ts. Dr.

Ts. Dr. Nur'atiah Binti Zaini

Senior Lecturer

Department of Civil Engineering

College of Engineering

03-89212020 (Ext: 7231)
Nur_Atiah@uniten.edu.my

Academic Qualifications

  • Doctor of Philosophy (Engineering), Universiti Tenaga Nasional (2024)
  • Master of Civil Engineering, Universiti Tenaga Nasional (2016)
  • Bachelor of Engineering (Civil) Hons., Universiti Teknologi Malaysia (2013)

Working Experience

Position Place of Work Start End
Part Time Lab Instructor (Physics) Universiti Tenaga Nasional 2015 2016
Graduate Research Assistant Universiti Tenaga Nasional 2015 2016

Research Projects

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

Courses Taught

  • Civil Engineering Drafting Technology
  • Civil Engineering Laboratory ll
  • Mechanics of Fluids
  • Mechanics of Fluids Laboratory
  • Mechanics of Materials
  • Programming for Engineers
  • Waste Engineering
  • Water & Wastewater Engineering

Professional Associations

  • Malaysia Board of Technologists: Normal Member (2025)
  • The Institution of Engineers, Malaysia: Normal Member (2017)
  • Board of Engineer Malaysia: Normal Member (2014)

Recent Notable Publications

1.

NURUL HANI BINTI MARDI; Nur'atiah binti Zaini; Mohd Hafiz Bin Zawawi. Linking Wastewater Treatment Life Cycle Assessment To Integrated Water Resources Management: Insights From Global Trends And Relevance For Malaysia. 3Rd International Conferences On Dam Safety Management And Engineering (Icdsme2025) (Dec 2025). Conference Proceeding. Cited: Indexing In Progress

2.

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 (Aug 2024). Conference Proceeding. Cited: SCOPUS

3.

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 (Nov 2023). Journal. Cited: ISI

4.

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) (Jul 2023). Conference Proceeding. Cited: SCOPUS

5.

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 (Jan 2023). Research Book Chapter. Cited: SCOPUS

6.

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 (Dec 2022). Conference Proceeding. Cited: SCOPUS

7.

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 (Sep 2022). Journal. Cited: ISI

8.

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 (Aug 2022). Conference Proceeding. Cited: Indexing In Progress

9.

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 (Jan 2022). Journal. Cited: ISI

10.

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 (Dec 2021). Journal. Cited: ISI

11.

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) (Dec 2021). Research Book Chapter. Cited: Indexing In Progress

12.

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) (Nov 2021). Conference Proceeding. Cited: SCOPUS

13.

Nur'atiah binti Zaini; Ean Lee Woen; Al Mahfoodh Ali Najah Ahmed. A Systematic Literature Review Of Deep Learning Neural Network For Time Series Air Quality Forecasting. Environmental Science And Pollution Research (Nov 2021). Journal. Cited: ISI

14.

Nur'atiah binti Zaini; Ean Lee Woen; Al Mahfoodh Ali Najah Ahmed. A Systematic Literature Review Of Deep Learning Neural Network For Time Series Air Quality Forecasting. Environmental Science And Pollution Research (Nov 2021). Journal. Cited: SCOPUS

15.

Nur'atiah binti Zaini; Al Mahfoodh Ali Najah Ahmed. A Review Of Models For Water Level Forecasting Based On Machine Learning. Earth Science Informatics (Jun 2021). Journal. Cited: ISI

16.

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 (Apr 2021). Journal. Cited: ISI

17.

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 Science Paper • The Following Article Is Open Access Development Of Expert System For Bus Services In Klang Valley. Iop Conference Series: Earth And Environmental Science : 2Nd International Conference On Disaster And Management (Apr 2021). Conference Proceeding. Cited: 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 In Alor Setars. Iop Conference Series: Earth And Environmental Science : 2Nd International Conference On Disaster And Management (Apr 2021). Conference Proceeding. Cited: SCOPUS

19.

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 (Feb 2021). Research Book Chapter. Cited: SCOPUS

20.

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 (Feb 2021). Journal. Cited: ISI