DR. NURUL HILA BINTI ZAINUDDIN

nurulhila
@fsmt.upsi.edu.my

01548797435

RESEARCHER ID

EXPERTISE

Matematik
Bootstrap, Statistical Process Control, Monte Carlo Simulation, Arificial Neural Network

Research
(Principal Investigator)

2


RM25,000

Publication

48

Supervision

2

PhD

3

Master

Consultation

RM48,080

Biography

A lecturer from the Faculty Of Science And Mathematics , Universiti Pendidikan Sultan Idris (UPSI), Tanjung Malim, Perak, Malaysia. Specializes in Bootstrap, Statistical Process Control, Monte Carlo Simulation, Arificial Neural Network.











1 Pemindahan Ilmu bagi Bidang Perkaitan dan Algebra dalam Subjek Matematik Melalui Pembangunan Bahan Bantu Mengajar ‘ALGEBASE’

Suria Pembekal Umum Sdn Bhd

2024 Member Completed
2 Pemindahan Ilmu Berkaitan Bidang Algebra dalam Subjek Matematik Menerusi Eksplorasi Kit Algebra. (KTP UPSI 2022)

Sekolah Menengah Kebangsaan Sungai Pusu, Gombak

2022 Member Completed
3 PROJEK PERUNDINGAN PROGRAM LATIHJANA AI

KULIM ADVANCED TECHNOLOGIES SDN BHD

2025 Member In Progress

1 Paper reviewer bagi iCMS2017

Fakulti Komputer dan Sains Matematik, UiTM Kedah

2017 Member Completed
2 FASILITATOR DALAM BENGKEL PERBINCANGAN PENYELIDIKAN ???FORWARD PROPAGATION OF ARTIFICIAL NEURAL NETWORK: R-LANGUAGE???

Pusat Pengajian Informatik dan Matematik Gunaan, Universiti Malaysia Terengganu

2019 Member Completed
3 Fasilitator Bengkel & Perbincangan Penyelidikan L-Moment Harvesting Rain Drop 2018

Pusat Pengajian Informatik dan Matematik Gunaan, Universiti Malaysia Terengganu

2018 Member Completed
4 Pemeriksa Skrip Jawapan Matematik, Program Matrikulasi (PSPM)

Kementerian Pendidikan Malaysia

2017 Member Completed

1 Pemodelan SARIMA Dengan Pendekatan Agregat Bootstrap Bagi Penambahbaikkan Terlebih Padanan Data Terhadap Ketibaan Pelancong Dari Asia Tenggara

2025 PhD National Supervisor Presentation

2 Pembangunan Model Kepuasan Pelancong Menggunakan PLS-SEM Dengan Pendekatan Kaedah Bootstrap : Kajian Kes Di Bandar Melaka.

2025 PhD National Supervisor Presentation

3 Pengaruh Demografi Dan Amalan PAK-21 Oleh Guru Pelatih Bagi Subjek Matematik Semasa Pandemik Covid - 19

2021 Master National Supervisor Completed

4 KEBERKESANAN KAEDAH CUBES DAN PENERIMAAN MURID TERHADAPNYA DALAM PENYELESAIAN MASALAH MATEMATIK BERAYAT PERSAMAAN LINEAR

2024 Master National Supervisor Completed

5 Predictive Modelling From Monthly Rainfall Patterns Using Imputation Approaches Combined With Multivariate Analysis

2024 Master National Co-Supervisor Completed


1 Statistical Package for Analysis

2018 Muhibbah Publications


1 Empirical Study of Sukuk Investment Forecasting Using Artificial Neural Network Base Algorithm

2019 International

2 The Performance of BB-MCEWMA Model: Case Study on Normal & Non-Normal Data

2015 International

3 Capital Asset Pricing Model (CAPM) and Investment Risk from Islamic Perspective

2022 International

4 Modeling Student s Academic Performance During Covid-19 Based on Classification in Support Vector Machine

2021 International

5 Sample Selection Model with Bootstrap (BPSSM) Approach: Case Study of the Malaysian Population and Family Survey

2016 International

6 Bootstrap Approaches to Autoregressive Model on Exchange Rates Currency

2016 International

7 The Performance of Double Bootstrap Method for Large Sampling Sequence

2016 International

8 Estimating the New Keynesian Model by Bootstrap Method for Johor Economy Tourism

2016 International

9 Monitoring Volatility Point of Sukuk Ijarah Using a Hybrid MCEWMA Control Chart: Double Bootstrap Approach

2016 International

10 Assessing the Impact of E-Commerce of a Footwear Vendor in Malaysia Through a Structural Equation Modeling Approach

2024

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1 The Effect of Aggregating Bootstrap on the Accuracy of Neural Network System for Islamic Investment Prediction
Universal Journal of Accounting and Finance

2021SCOPUSCorrespondence Author
2 Empirical Study of Sukuk Investment Forecasting Using Artificial Neural Network Base Algorithm
International Journal of Innovations in Engineering and Technology (IJIET)

2019Google ScholarCorrespondence Author
3 NUMERICAL INVESTIGATION OF BOOTSTRAP ARTIFICIAL NEURAL NETWORK (p,d,q) MODEL FOR MALAYSIA EXCHANGE RATE
Materials Science Forum

2019SCOPUSFirst Author
4 Improvement of time forecasting models using a novel hybridization of bootstrap and double bootstrap artificial neural networks
Applied Soft Computing Journal

2019SCOPUSFirst Author
5 The Performance of BB-MCEWMA Model: Case Study on Normal & Non-Normal Data
Social Sciences Research Journal

2015Academic JournalFirst Author
6 The Accuracy of Two-sided Confidence Interval Algorithm: An Alternative of Double Bootstrap Approach
International Mathematical Forum

2016Excellent Research Australia (ERA)First Author
7 MODELLING OF MOVING CENTERLINE EXPONENTIALLY WEIGHTED MOVING AVERAGE (MCEWMA) WITH BOOTSTRAP APPROACH: CASE STUDY ON SUKUK MUSYARAKAH OF RANTAU ABANG CAPITAL BERHAD, MALAYSIA
International Journal of Applied Business and Economic Research

2016SCOPUSFirst Author
8 The Performance of BB-MCEWMA model: Case study on sukuk Rantau Abang Capital Berhad, Malaysia
International Journal of Applied Business and Economic Research

2016SCOPUSFirst Author
9 Leveraging a Hybrid Machine Learning Model For Enhanced Cyberbullying Detection
APTISI Transactions on Technopreneurship

2025SCOPUSCo-Author
10 Assessing the Impact of E-Commerce of a Footwear Vendor in Malaysia Through a Structural Equation Modeling Approach
World

2024Academic JournalCo-Author
11 High-Resolution Downscaling with Interpretable Relevant Vector Machine: Rainfall Prediction for Case Study in Selangor
International Journal on Informatics Visualization

2024SCOPUSCo-Author
12 High-Resoluti on Downscaling with Interpretable Relevant Vector Machine: Rainfall Predicti on for Case Study in Selango
International Journal on Informatics Visualization

2023SCOPUSCo-Author
13 Rainfall Prediction Using Statistical Downscaling Model-Based Support Vector Machine,
Fusion: Practice and Applications

2023SCOPUSCo-Author
14 Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020-2022
Diagnostics

2023Web of ScienceCo-Author
15 Hybrid Correlation Coefficient of Spearman with MM-Estimator
Mathematics and Statistics

2023SCOPUSCo-Author
16 Developing forecasting model for future pandemic applications based on COVID-19 data 2020–2022
PLoS ONE

2023SCOPUSCo-Author
17 The Effectiveness of Online Learning during the Covid-19 Pandemic in Malaysia
International Journal of Learning, Teaching and Educational Research

2023SCOPUSCo-Author
18 Capital Asset Pricing Model (CAPM) and Investment Risk from Islamic Perspective
International Journal of Academic Research in Business and Social Sciences

2022Excellent Research Australia (ERA)Co-Author
19 Improved of forecasting sea surface temperature based on hybrid arima and support vector machines models
International Journal of Remote Sensing

2021SCOPUSCo-Author
20 Predictive Modelling of Statistical Downscaling Based on Hybrid Machine Learning Model for Daily Rainfall in East-Coast Peninsular Malaysia
Symmetry

2022SCOPUSCo-Author
21 Modeling Students Academic Performance During Covid-19 Based on Classification in Support Vector Machine
Turkish Journal of Computer and Mathematics Education (TURCOMAT)

2021Academic JournalCo-Author
22 Improved of Forecasting Sea Surface Temperature based on Hybrid ARIMA and Support Vector Machines Models
Malaysian Journal of Fundamental and Applied Sciences(MJFAS)

2021Web of ScienceCo-Author
23 The Behavior of the Instantaneous Speed Ratio at Merging Area of Traffic Flowing on Federal Highway
Civil Engineering and Architecture

2021SCOPUSCo-Author
24 Instantaneous Speed Ratio of Traffic Flowing through a Merging Area at Kilometer 31.6 on the Highway from Shah Alam to Kuala Lumpur
Pertanika Journal of Science and Technology

2020SCOPUSCo-Author
25 Imputation methods for addressing missing data of monthly rainfall in Yogyakarta, Indonesia
International Journal of Advanced Trends in Computer Science and Engineering

2020SCOPUSCo-Author
26 Improving Support Vector Machine Rainfall Classification Accuracy based on Kernel Parameters Optimization for Statistical Downscaling Approach
International Journal of Advanced Trends in Computer Science and Engineering

2020SCOPUSCo-Author
27 Sample Selection Model with Bootstrap (BPSSM) Approach: Case Study of the Malaysian Population and Family Survey
Open Journal of Statistics

2016Google ScholarCo-Author
28 Bootstrap Approaches to Autoregressive Model on Exchange Rates Currency
Open Journal of Statistics

2016Google ScholarCo-Author
29 The Performance of Double Bootstrap Method for Large Sampling Sequence
Open Journal of Statistics

2016Google ScholarCo-Author
30 Estimating the New Keynesian Model by Bootstrap Method for Johor Economy Tourism
Modern Economy

2016Google ScholarCo-Author
31 IMPROVING THE PERFORMANCE OF ANN-ARIMA MODELS FOR PREDICTING WATER QUALITY IN THE OFFSHORE AREA OF KUALA TERENGGANU, TERENGGANU, MALAYSIA
Journal of Sustainability Science and Management

2018SCOPUSCo-Author
32 Identification of Rainfall Patterns on Hydrological Simulation Using Robust Principal Component Analysis
Indonesian Journal of Electrical Engineering and Computer Science

2018SCOPUSCo-Author
33 Monitoring Volatility Point of Sukuk Ijarah Using a Hybrid MCEWMA Control Chart: Double Bootstrap Approach
Middle-East Journal of Scientific Research

2016Non IndexCo-Author
34 IMPROVING OF ESTIMATION BASED ON SMALL NUMBER OF EVENTS PER VARIABLE (EPV) USING BOOTSTRAP LOGISTICS REGRESSION MODEL
Malaysian Journal of Fundamental and Applied Sciences(MJFAS)

2017Web of ScienceCo-Author
35 Double Bootstrap Control Chart For Monitoring Sukuk Volatility At Bursa Malaysia
Jurnal Teknologi (Sciences and Engineering)

2017SCOPUSCo-Author

1 Evaluation of generated bootstrap weight in layer perceptron for Southeast Asia visitors during COVID19 outbreak

2021 International

2 A Hybrid Neural Network Model to Forecast Arrival Guest in Malaysia

2019 International

3 The Performance of BB-MCEWMA Model: Case Study On Sukuk Rantau Abang Capital Berhad, Malaysia

2015 International

4 ANN-based STATISTICAL DOWNSCALING OF CLIMATE VARIABLES FOR RAINFALL PREDICTION IN NEGERI SEMBILAN

2024 International

5 Performance of Bootstrap MCEWMA: Study case of Sukuk Musyarakah data

2013 National

6 Pembangunan E-Modul Interaktif bagi Topik Pemfaktoran dan Pecahan Algebra Tingkatan 2

2024

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7 Hubungan Antara Persepsi dan Sikap Murid Terhadap Kaedah Pembelajaran dalam Talian bagi Mata Pelajaran Matematik di kalangan Murid Tingkatan Empat.

2024

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1 SMI1014 STATISTICAL PROCESS CONTROL

2024 Modul National

2 Module Mathematics 2020 Edition

2020 Modul National

3 Module Mathematics

2019 Modul National

4 Module Mathematics SMU3013

2018 Modul National

5 Module Mathematics (SMU3013)

2017 Modul National


1 Predictive Modelling For Tourism Economy Impact By A Modified Time Series Framework Using Artificial Neural Network And Bootstrap Approach.

2020 Leader Universiti Pendidikan Sultan Idris Completed

2 Development Of Hybrid Algorithm Of Residual Bootstrap Artificial Neural Network Based On Sukuk Volatility Forecast Model

2018 Leader Universiti Pendidikan Sultan Idris Completed

3 Predicting Climate Change Impacts On Water Resources By Using Climate Model Statistical Downscaling Through Data Mining

2019 Member Kementerian Pengajian Tinggi Completed

4 The Identification Of Spatial And Temporal Torrential Rainfall Patterns Based On Robust Principal Component Analysis Combined With Bicluster Analysis In Peninsular Malaysia

2018 Member Universiti Pendidikan Sultan Idris Completed

5 Evaluation Of Mathematical Model Of Traffic Flowing The Merging Area On Highway Operation

2018 Member Universiti Pendidikan Sultan Idris Completed

6 Pembangunan Modul Pengajaran Berasaskan Bahan Sumber STEM (BSTEM) Bagi Topik Kebarangkalian Dan Statistik KSSM Tingkatan Dua

2018 Member Universiti Pendidikan Sultan Idris Completed

7 Modified Singular Spectrum Analysis In Identifying Temporal Torrential Rainfall Patterns Over Peninsular Malaysia

2018 Member Universiti Pendidikan Sultan Idris Completed

8 Pemerkasaan Sekuriti Makanan Berasaskan Pertanian Melalui Pembangunan Model Wakaf Agropreneur Di Malaysia

2023 Member In Progress

9 Enhancing Community Resilience Through Innovative Flood Prediction: A Novel Nonhomogeneous Bayesian Deep Learning Approach In Hydrologic Multi-Model Ensemble Predictions

2025 Member In Progress

10 Pembangunan Model E-Wakaf Labur Dalam Memperkasa Mobiliti Aset Wakaf Masa Hadapan Ke Arah Memacu Pertumbuhan Ekonomi Dan Kemakmuran Bersama

2021 Member Universiti Pendidikan Sultan Idris In Progress



1 (kiss Stem : Nurturing The Dancing Mind)

STEM MENTOR-MENTEE AWARD

2019 International Gold

Research
(Principal Investigator)

2


RM25,000

Publication

48

Supervision

2

PhD

3

Master

Consultation

RM48,080