DR. NUR HAMIZA BINTI ADENAN

Penyelaras, Unit Penilaian Akademik,
Centre For Academic Development

hamieza
@fsmt.upsi.edu.my

05-4507434

RESEARCHER ID

EXPERTISE

Matematik
Applied Mathematics, Mathematical Modelling, Chaos Approach

Research
(Principal Investigator)

3

RM70,867

Publication

43

Supervision

5

PhD

16

Master
Consultation

RM52,830

Biography

A lecturer from the Faculty Of Science And Mathematics , Universiti Pendidikan Sultan Idris (UPSI), Tanjung Malim, Perak, Malaysia. Specializes in Applied Mathematics, Mathematical Modelling, Chaos Approach.











1 Bengkel Permurnian Panduan Pengajaran dan Pembelajaran (PDP) Pemodelan Matematik Tingkatan 5 Kurikulum Standard Sekolah Menengah (KSSM)

Bahagian Pembangunan Kurikulum, Kementerian Pendidikan Malaysia

2022 Leader In Progress
2 Bengkel Panduan Pengajaran dan Pembelajaran (PDP) Pemodelan Matematik Tingkatan 5 Kurikulum Standard Sekolah Menengah (KSSM)

Bahagian Pembangunan Kurikulum, Kementerian Pendidikan Malaysia

2021 Leader In Progress
3 Developing Teacher Guide Book (TBG) For Year 3: Topic 7 Space, Topic 8 Coordinates & Topic 9 Data Management

SPARKS Education PLT.

2022 Member Completed
4 PROJEK PERUNDINGAN PROGRAM LATIHJANA AI

KULIM ADVANCED TECHNOLOGIES SDN BHD

2025 Member In Progress
5 Developing Student Activity Book (SAB) For Year 3 : Topic 5 Time & Topic 6 Measurement

SPARKS Education PLT.

2022 Member In Progress
6 Developing Teacher Guidebook (TGB) for Year 3 Mathematic Topic 1: Whole Number Up to 10000 & Topic 2 : Basic Operations

SPARKS Education PLT.

2021 Member In Progress
7 Developing Teacher Guide Book (TGB) For Year 3 Mathematics Topic 3 : Fractions, Decimals and Percentages & Topic 4 : Money

SPARKS Education PLT.

2021 Member In Progress
1 Ceramah dalam Bidang Kepakaran (Kekaluatan dalam Aliran Sungai)

Pusat Pengajian Sains dan Matematik, Fakulti Sains dan Teknologi, UKM

2016 Leader Completed
2 AJK E-PROCEEDING IPCSM2016 in conj. ICEMS2016

IPCSM2016 in conj. ICEMS2016

2017 Member Completed
3 AJK AIP PROCEEDING IPCSM 2016 in conj. ICEMS 2016

IPCSM 2016 in conj. ICEMS 2016

2017 Member Completed
4 PERUNDING TIDAK BERBAYAR IPCSM 2017 & ICSTEM 2017

IPCSM 2017 & ICSTEM 2017

2017 Member Completed
5 BENGKEL PANDUAN PENGAJARAN DAN PEMBELAJARAN (PdP) PEMODELAN MATEMATIK TINGKATAN 5 BIL. 2/2021 KURIKULUM STANDARD SEKOLAH MENENGAH (KSSM)

KEMENTERIAN PENDIDIKAN MALAYSIA

2021 Member Completed
6 PERUNDING TIDAK BERBAYAR BAGI MELAKSANAKAN PENGAJARAN DAN PEMBELAJARAN (PdP) PEMODELAN MATEMATIK TINGKATAN 5 BIL. 3/2021 KURIKULUM STANDARD SEKOLAH MENENGAH (KSSM)ERAK

KEMENTERIAN PENDIDIKAN MALAYSIA

2021 Member Completed
7 PERUNDING TIDAK BERBAYAR BAGI MELAKSANAKAN BENGKEL PENGUKUHAN PDP GURU MATEMATIK TAMBAHAN NEGERI PERAK

KEMENTERIAN PENDIDIKAN MALAYSIA

2020 Member Completed
8 [1] [12 | 10] PELANTIKAN SEBAGAI MENTOR PROGRAM MATEROKA (MRSM FELDA).pdf

UCTC, UPSI, MRSM Felda Trolak

2019 Member Completed
1 Development Of A Hybrid Chaos Approach And Particle Swarm Optimisation (PSO)–Optimised Gated Recurrent Unit (GRU) Model For Traffic Flow Prediction On Jakarta’s Urban Toll Roads

2025 PhD International Supervisor Presentation

2 Pembinaan Model Kacukan Kaedah Kalut Dan Algoritma Genetik Bagi Peramalan Aras Air Sungai Pahang

2025 PhD National Supervisor Completed

3 Development Of Hybrid Model Of Chaotic Approach And Multiple Linear Regression To Predict Malaysia's Haze Phenomenon.

2025 PhD National Supervisor Presentation

4 Pembinaan Model Peramalan Melalui Pendekatan Kalut Dengan Aplikasi Ke Atas Aras Laut Di Malaysia

2025 PhD National Supervisor Presentation

5 Pembangunan Dan Kesan Penggunaan Modul Latihan Ungkapan Algebra Tingkatan Satu

2025 PhD National Co-Supervisor Waiting for Viva

6 Persepsi Dan Amalan Pengajaran Kemahiran Berfikir Atas Tinggi (KBAT) Dalam Pengajaran Dan Pembelajaran Guru Matematik Di Sekolah Tamil Daerah Kuala Kangsar

2017 Master National Supervisor Completed

7 MINAT DAN SIKAP MURID TINGKATAN 3 TERHADAP PENGGUNAAN BAHAN BANTU MENGAJAR (BBM) VISUAL UNTUK TOPIK PELAN DAN DONGAKAN

2023 Master National Supervisor Completed

8 Analisis Kesilapan Dalam Menyelesaikan Masalah Ungkapan Algebra Dalam Kalangan Pelajar Tingkatan Dua

2018 Master National Supervisor Completed

9 Pembangunan Dan Kebolehgunaan Aplikasi Telefon Pintar Realiti Terimbuh Peldo.T3 Dalam Topik Pelan Dan Dongakan Tingkatan Tiga.

2024 Master National Supervisor Completed

10 Permodelan Matematik Menggunakan Pendekatan Kalut Terhadap Aras Air Sungai Klang Dan Sungai Langat, Selangor

2024 Master National Supervisor Completed

11 Analisis Tahap Pengetahuan Pedagogi Kandungan (PCK) Guru Pelatih Matematik Sekolah Menengah Di Universiti Pendidikan Sultan Idris

2020 Master National Supervisor Completed

12 Analisis Kesilapan Dalam Menyelesaian Masalah Operasi Pecahan Di Kalangan Murid Tingkatan Satu Tesis (Bab 1-5)

2018 Master National Supervisor Completed

13 Analisis Tren Kemasukan Pelajar Ijazah Sarjana Muda Ke Universiti Pendidikan Sultan Idris (UPSI)

2016 Master National Supervisor Completed

14 Kajian Kes Universiti Pendidikan Sultan Idris (UPSI) : Analisis Tren Kemasukan Pelajar Ijazah Sarjana Muda

2016 Master National Supervisor Completed

15 Peramalan Data Siri Masa Aras Air Sungai Di Kawasan Berkepentingan Malaysia Dengan Menggunakan Pendekatan Kalut

2020 Master National Supervisor Completed

16 Peramalan Siri Masa Ozon (O3) Di Kawasan Pelaburan Di Malaysia Menggunakan Pendekatan Kalut.

2025 Master National Supervisor Presentation

17 Peramalan Siri Masa Ozon Di Kawasan Pelabuhan Di Malaysia Menggunakan Pendekatan Kalut.

2025 Master National Supervisor Presentation

18 Peramalan Siri Masa Bahan Pencemar Ozon Di Kawasan Berbeza Geografi Di Malaysia Menggunakan Teori Kalut

2025 Master National Supervisor Presentation

19 Peramalan Siri Masa Ozon Di Kawasan Pelabuhan Di Malaysia Menggunakan Pendekatan Kalut.

2025 Master National Supervisor Presentation

20 PEMBANGUNAN DAN KEBERKESANAN KIT GEOMETRI VISUAL KE ATAS TOPIK PELAN DAN DONGAKAN BAGI PELAJAR TINGKATAN 3

2025 Master National Supervisor Presentation

21 Pemodelan Siri Masa Paras Air Laut Di Kawasan Pelabuhan Di Malaysia Menggunakan Pendekatan Kalut

2025 Master National Supervisor Presentation

1 Improved Nonlinear Prediction Method

2014 International

2 Behaviour of daily river flow: Chaotic?

2013 International

3 Penambahbaikan Kaedah Peramalan Purata Setempat bagi Peramalan Data Siri Masa Aras Sungai di Kawasan Banjir

2021 International

4 Prediction of Water Level Time Series Data for Dam at Selangor using Chaotic Approach and Local Linear Approximation Method

2021 International

5 Integration of Video Tutorial Screencast Sketchup Make (VTS-SUM) To Enhance Students’ Visual Spatial Skills

2022 International

6 Validity and Reliability of Graphing Calculator Skills Test Items for Circles Topic (CGCST) Using Rasch Measurement Model Analysis: A Pilot Study

2017 International

7 Nonlinear Prediction of River Flow in Different Watershed Acreage

2014 National

8 Peramalan Siri Masa Aras Sungai Empangan di Selangor Menggunakan Pendekatan Kalut dan Kaedah Penghampiran Linear Setempat

2021 National

9 Penerimaan Murid Tingkatan Satu Terhadap Pembelajaran Topik Operasi Asas Aritmetik Melibatkan Integer Menggunakan Permainan DaMath

2021 National

10 TAHAP KESEDIAAN GURU PELATIH MATEMATIK UPSI DALAM MELAKSANAKAN PAK21

2021 National

11 Gamification in Mathematics: Students Perceptions in Learning Area and Perimeter

2021 National

12 Penerimaan Murid Tingkatan Satu Terhadap Pembelajaran Topik Operasi Asas Aritmetik Melibatkan Integer Menggunakan Permainan DaMath

2021 National

13 Mathematical Thinking Among PreService Teachers: A Critical Component of Teacher Preparation

2024

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14 KAJIAN KEPERLUAN PEMBANGUNAN MODUL LATIHAN BERASASKAN KEMAHIRAN BERFIKIR ARAS TINGGI BAGI TOPIK UNGKAPAN ALGEBRA TINGKATAN SATU

2021

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15 The Need and Effectiveness of Form Two Algebraic Expression Training Module

2022

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16 Application of Chaos Theory in Different Fields -A Literature Review

2024

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1 Pembangunan dan Kebolehgunaan Kit SLEQ bagi Topik Persamaan Linear
Journal of Science and Mathematics Letters

2023Malaysian Citation IndexCorrespondence Author
2 Performance of Water Level Forecasting Based on Chaos Approach Using Data Splitting
Environment and Ecology Research

2022SCOPUSCorrespondence Author
3 Penambahbaikan Kaedah Peramalan Purata Setempat bagi Peramalan Data Siri Masa Aras Sungai di Kawasan Banjir
Mathematical Sciences and Informatics Journal

2021Academic JournalCorrespondence Author
4 Traffic Flow Prediction in Urban Area Using Inverse Approach of Chaos Theory
Civil Engineering and Architecture

2021SCOPUSFirst and Correspondence Author
5 Water Level Prediction Using Different Numbers of Time Series Data Based on Chaos Approach 9(2): 493-499, 2021
Civil Engineering and Architecture

2021SCOPUSCorrespondence Author
6 Prediction of Water Level Time Series Data for Dam at Selangor using Chaotic Approach and Local Linear Approximation Method
Journal of Science and Mathematics Letters

2021Malaysian Citation IndexCorrespondence Author
7 Chaotic Identification of Hourly and Daily Water Level Time Series Data in Different Areas of Elevation at Pahang River
Turkish Journal of Computer and Mathematics Education (TURCOMAT)

2021SCOPUSCorrespondence Author
8 Determining the Chaotic Dynamics of Hydrological Data in Flood-Prone Area
Civil Engineering and Architecture

2019Excellent Research Australia (ERA)Correspondence Author
9 Chaotic Existence Analysis on Short Term Traffic Flow in Urban Network
ASM Science Journal

2021SCOPUSFirst and Correspondence Author
10 Peramalan data siri masa aliran sungai di dataran banjir dengan menggunakan pendekatan kalut
Sains Malaysiana

2015Web of ScienceFirst Author
11 Nonlinear prediction of river flow in different watershed acreage
KSCE Journal of Civil Engineering

2014SCOPUSFirst Author
12 Multiple time-scales nonlinear prediction of river flow using chaos approach
Jurnal Teknologi (Sciences and Engineering)

2016SCOPUSFirst Author
13 Predictive modeling of haze using chaos theory and deep learning algorithms
Mathematical Modeling and Computing

2025SCOPUSCo-Author
14 Mathematical Thinking Among PreService Teachers: A Critical Component of Teacher Preparation
Journal of Electrical Systems

2024Google ScholarCo-Author
15 KAJIAN KEPERLUAN PEMBANGUNAN MODUL LATIHAN BERASASKAN KEMAHIRAN BERFIKIR ARAS TINGGI BAGI TOPIK UNGKAPAN ALGEBRA TINGKATAN SATU
Jurnal Pendidikan Bitara UPSI

2021Malaysian Citation IndexCo-Author
16 A Bibliometric Analysis of STEM Education for Undergraduate Level Based on CiteSpace Software
International Journal of Education in Mathematics, Science and Technology (IJEMST)

2024SCOPUSCo-Author
17 The Need and Effectiveness of Form Two Algebraic Expression Training Module
EDUCATUM Journal of Science Mathematics and Technology

2022Malaysian Citation IndexCo-Author
18 Application of Chaos Theory in Different Fields -A Literature Review
Journal of Science and Mathematics Letters

2024Malaysian Citation IndexCo-AuthorCorrespondence Author
19 Development and Usability of V-Math as a Teaching Aid for the Topic of Three-Dimensional Geometrical Shapes
Journal of Science and Mathematics Letters

2023Malaysian Citation IndexCo-Author
20 Imputation of Carbon Monoxide (CO) Missing Data in Petaling Jaya Using Basic Statistical Methods
Borneo International Journal

2023Malaysian Citation IndexCo-Author
21 Integration of Video Tutorial Screencast Sketchup Make (VTS-SUM) To Enhance Students’ Visual Spatial Skills
Central Asia and the Caucasus

2022Excellent Research Australia (ERA)Co-Author
22 Performance of Water Level Forecasting Based on Chaos Approach Using Data Splitting
Environment and Ecology Research

2022SCOPUSCo-Author
23 TAHAP KESEDIAAN GURU PELATIH MATEMATIK UPSI DALAM MELAKSANAKAN PAK21
Jurnal Pendidikan Bitara UPSI

2021Malaysian Citation IndexCo-Author
24 Chaos Theory Modelling for Temperature Time Series at Malaysian High Population Area during Dry Season
Environment and Ecology Research

2021SCOPUSCo-Author
25 A Pilot Study Using Chaos Theory to Predict Temperature Time Series in Malaysian Semi Urban Area
Psychology and Education

2020SCOPUSCo-Author
26 Validity and Reliability of Graphing Calculator Skills Test Items for Circles Topic (CGCST) Using Rasch Measurement Model Analysis: A Pilot Study
International Journal of Education and Research

2017Google ScholarCo-Author
27 Gamification in Mathematics: Students Perceptions in Learning Area and Perimeter
JURNAL PENDIDIKAN SAINS & MATEMATIK MALAYSIA

2021Malaysian Citation IndexCo-Author
28 Penerimaan Murid Tingkatan Satu Terhadap Pembelajaran Topik Operasi Asas Aritmetik Melibatkan Integer Menggunakan Permainan DaMath
Jurnal Pendidikan Bitara UPSI

2021Malaysian Citation IndexCo-Author
1 Improved Nonlinear Prediction Method

2013 International

2 Mathematical Thinking among Pre-Service Teachers: A Critical Component of Teacher Preparation

2023 International

3 Forecasting and analyzing high O3 time series in educational area through an improved chaotic approach

2016 International

4 Chaotic analysis and short-term prediction of ozone pollution in Malaysian urban area

2017 International

5 A pilot study of river flow prediction in urban area based on phase space reconstruction

2016 National

6 Behaviour of daily river flow: Chaotic?

2012 National

1 Differential Calculus SMN1034 Course Module

2023 Modul National

2 SPOTLIGHT A+ Mathematics Form 4.5

2021 Chapter in Book National

3 SMQ3053 INTRODUCTION TO MATHEMATICAL MODELLING

2020 Modul National

4 Incredible flower farm

2021 Chapter in Book National

5 SPOTLIGHT A+ Matematik Tingkatan 4.5

2021 Chapter in Book National

6 SMN1014 Elementary Calculus

2018 Modul National

7 Eksplorasi Matematik Tingkatan 1 (KSSM)

2019 Modul National

8 SMN1014 Elementary Calculus Module

2017 Modul National

1 A Fundamental Model Based On Chaos Approach In Predicting Uncertain Water Level Time Series Data

2019 Leader Kementerian Pengajian Tinggi Completed

2 Mathematical Modeling Based On Chaos Approach To Predict Traffic Flow

2018 Leader Universiti Pendidikan Sultan Idris Completed

3 Pembinaan Dan Kebolehgunaan Kit Geometri Visual Bagi Tingkatan 3

2022 Leader Universiti Pendidikan Sultan Idris In Progress

4 Investigation On The Properties Of The Chromaticity For Some Types Of 6-Bridge Graph

2017 Member Universiti Pendidikan Sultan Idris Completed

5 Membina Dan Menentusahkan Item Ujian Kemahiran Kalkulator Grafik (UKKG) Dan Item Ujian Kalkulator Grafik Topik Bulatan (UKGTB) Tingkatan Dua Melalui Analisis Model Pengukuran Rasch

2016 Member Universiti Pendidikan Sultan Idris Completed

6 Analyzing Temperature Time Series In Cameron Highlands And Tanjong Malim Through Chaotic Approach

2016 Member Universiti Pendidikan Sultan Idris Completed

7 Mathematical Modelling Through Chaotic Approach To Forecast Climate Change Variables And Hazardous Air Pollutants

2019 Member Kementerian Pengajian Tinggi In Progress

8 Identification Of Domination Unique For Certain Multibridge Graphs According To Their Domination Polynomial

2021 Member Universiti Pendidikan Sultan Idris In Progress

9 Development Of PM10 Pollutant Forecasting Model At Different Geographical Areas Through Phase Space Reconstruction Approach

2018 Member Universiti Pendidikan Sultan Idris In Progress

10 Investigation On The Properties Of The Chromaticity For Some Types Of 6-Bridge Graph

2017 Member Universiti Pendidikan Sultan Idris In Progress

1 (kiss Stem : Nurturing The Dancing Mind)

STEM MENTOR-MENTEE AWARD

2019 International Gold
2 Pembinaan Pop-up Pelan Dan Dongakan (poppd) Bagi Pengajaran Dan Pembelajaran Topik Pelan Dan Dongakan Tingkatan 3

ICIDE 2022

2022 International Silver
3 Matria Sebagai Bahan Pembelajaran Matematik Berasakan Permainan

SUSED 2022

2022 International Silver
4 Pembinaan Pop-up Pelan Dan Dongakan (poppd) Bagi Pengajaran Dan Pembelajaran Topik Pelan Dan Dongakan Tingkatan 3

ICIDE 2022

2022 International Silver
5 Pembangunan Dan Kebolehgunaan Kit Sleq Bagi Topik Persamaan Linear

ICSTEM2022

2022 International Bronze
6 Pembinaan Matria Sebagai Bahan Pembejalaran Berasaskan Permainan Bagi Topik Persamaan Linear

Youth Invention and Innovation Fest 2022

2022 National Gold
7 Pembinaan Matria Sebagai Bahan Pembejalaran Berasaskan Permainan Bagi Topik Persamaan Linear

DIGIT360

2022 National Silver
8 What Chaos Approach Can Do For Us?

DIGIT360

2022 National Bronze
9 Hadiah Penghargaan Anugerah Makalah Jurnal Terbaik Sains, Teknologi & Perubatan

Majlis Penerbitan Ilmiah Malaysia (MAPIM) & Kementerian Pengajian Tinggi (KPT)

2016 National
10 Modul Keseronokan Matematik : Ke Arah Inovasi Pembelajaran Untuk Memupuk Minat Dalam Pendidikan Stem

Pertandingan Inovasi Fakulti Sains dan Matematik

2018 University Silver
11 Anugerah Perkhidmatan Cemerlang

Universiti Pendidikan Sultan Idris

2023 University

Research
(Principal Investigator)

3

RM70,867

Publication

43

Supervision

5

PhD

16

Master
Consultation

RM52,830