Profesor Madya Ts. Dr. Noryanti Binti Muhammad

 noryanti@umpsa.edu.my

 094316678

IJAZAH KEDOKTORAN (DOCTORAL DEGREE)(2016)

Matematik / Statistik / Fizik

Durham University,UK


IJAZAH SARJANA (MASTERS DEGREE)(2007)

Matematik

Universiti Teknologi Malaysia, Skudai


IJAZAH SARJANA MUDA (BACHELOR DEGREE)(2005)

Statistik

Universiti Teknologi MARA, Cawangan Shah Alam





Biography

Associate Professor Ts. Dr. Noryanti Muhammad is a researcher and academic at Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA), serving as an Associate Professor at the Centre for Mathematical Sciences. She previously held leadership roles as Director of the Data Management & Analytics Centre (DMAC) and the CoE for Artificial Intelligence & Data Science. She earned her Ph.D. in Mathematical Sciences from Durham University, United Kingdom, specializing in predictive inference using copula models for bivariate data. Her research covers a wide range of areas including nonparametric predictive inference (NPI), machine learning, statistical modelling, in various applications. With over 60 publications, Dr. Noryanti has been recognised with prestigious awards such as the PERSAMA Innovation Award and medals from CITReX and ITEX exhibitions. She actively serves as a reviewer for high impact journals, contributes to editorial and scientific committees, and maintains memberships in professional organizations such as the Institute Mathematical Sciences (IMS), Institute Statistical Malaysia (ISM), Persatuan Sains dan Matematik (PERSAMA), RSS, and IEEE. Dr. Noryanti has supervised numerous Ph.D. and Master’s students and contributed to consultancy projects for industries like KANEKA, Emery Oleochemicals, and KBC, focusing on analytics, risk management, and AI solutions. She collaborates widely across faculties, industries, and institutions both nationally and internationally, including organizations such as IMR, LPPKN, SSM, CSM, Credence, Abyres, HSI, HTAA, Thaksin University, and Newcastle Australia Institute of Higher Education. She is also the author of several academic books and modules and is a frequent invited speaker at conferences and workshops.



Current Progress


Expertise

R, Matlab, Spss, Sas, Minitab

Statistical Computing

VERY HIGH

Nonparametric Predictive Inference (Npi), Statistics And Applied Statistics

Statistical Inferences

VERY HIGH

Data Analystics

Advance And Emerging Methods (Including Quantitative Analysis Such As Forecasting, Modelling, Inference, Data Mining; Survey Techniques Complex Survey, Rank Set Sampling, Market Survey), And Performan

VERY HIGH
No Code Subject
1 BSD2423 MATHEMATICAL STATISTICS
2 DCT2083 STATISTICS & PROBABILITY
3 BSD4673 RISK ANALYSIS
4 MSM4254 STATISTICAL MODELLING
5 BSD3443 STATISTICAL MODELLING AND SIMULATION
6 BSD2712 RESEARCH METHODOLOGY
7 UIS1123 Inferential Statistics
8 BUM2413 APPLIED STATISTICS
9 DUM1113 BASIC MATHEMATICS
10 MSU4113 RESEARCH METHODOLOGY
11 BSD3722 DATA SCIENCE PROJECT I
12 BAM3022 STATISTICS
13 BPF3313 STATISTICS
14 DUM2413 STATISTICS & PROBABILITY
15 BSD3724 DATA SCIENCE PROJECT II
No. Title Role Start Date End date Agency Grant Amount(RM) Status
1 Intervention Program For The Teachers And Students In Enhancing Students Performance In Mathematics Subject Leader 27-DEC-2024 26-DEC-2025 INOVASI SOSIAL UNIVERSITI 7,000.00 On-Going
2 Predictive Statistical Modelling On Enhancing Students' Performance Using Hybrid Artificial Neural Network And Structural Equation Modelling Leader 25-DEC-2022 24-DEC-2024 PENYELIDIKAN SAINS SOSIAL 35,800.00 On-Going
3 Predicting Heart Disease Using A Hybrid Metaheuristic-Based Training Of Echo State Network Leader 15-DEC-2022 14-DEC-2024 GERAN DALAM 33,500.00 On-Going
4 Nonparametric Predictive Inference (Npi) For PredictingForest Fires With Copula (Uic221519) Leader 01-DEC-2022 30-NOV-2024 PADANAN ANTARABANGSA 22,071.02 On-Going
5 Nonparametric Predictive Inference (Npi) For Predicting Forest Fires With Copula (Rdu222706) Leader 01-DEC-2022 30-NOV-2024 ANTARABANGSA 22,071.02 On-Going
6 Formulation Of Predictive Inference Modelling Of Cardiac Markers To Diagnose Heart Function Leader 01-SEP-2019 31-MAY-2022 FRGS 68,200.00 -
7 Application Of Statitical Classifiers In Modelling And Prediction Of Cardiovascular Diseases (Cvds) Using Newly Devising Score System Leader 15-MAR-2019 14-MAR-2021 PGRS 3,500.00 -
8 Nonparametric Predictive Inference For Diagnostic Accuracy Leader 15-APR-2017 14-APR-2019 GERAN DALAM 26,960.00 -
9 Nanoparametric Prediction Inference For Diagnostic Accuracy Leader 10-AUG-2016 09-AUG-2017 SEED MONEY 5,500.00 -
10 Pembangunan Model Kecenderungan Dan Papan Pemuka (Dashboard) Profiling Staf Akademik Umpsa Member 05-MAY-2025 04-NOV-2025 SPECIAL PROJECT GRANT 20,000.00 On-Going
11 Spatial Omics And Machine Learning For Precision Oncology: A Gis-Based Approach Member 01-SEP-2024 31-AUG-2026 KERJASAMA STRATEGIK MTUN 20,000.00 On-Going
12 Development Of Super-Resolution Fuzzy Deep Learning With Fine-Tuned Vision Transformer (Srfuzz-Ftvt) For Brain Tumour Detection Member 01-AUG-2024 31-JUL-2026 FRGS 70,200.00 On-Going
13 Leveraging Transformer Models And Gpt-4 For Enhanced Sentiment Analysis In Malaysia Halal Product Markets (Uic241505) Member 23-FEB-2024 22-FEB-2025 PADANAN ANTARABANGSA 10,000.00 On-Going
14 Leveraging Transformer Models And Gpt-4 For Enhanced Sentiment Analysis In Malaysia Halal Product Markets (Rdu242704) Member 23-FEB-2024 22-FEB-2025 ANTARABANGSA 10,000.00 On-Going
15 Development Of Smart Water Surge Warning System Member 01-FEB-2024 08-FEB-2026 AGENSI 247,270.00 On-Going
16 Risksmart_Learning System'S Training Module For Petrochemical Industries In Gebeng And Kemaman: A Collaboration With Basf And Kaneka Sdn. Bhd. Member 25-DEC-2023 24-DEC-2024 INOVASI SOSIAL UNIVERSITI 12,000.00 -
17 Predictive Modelling Of Cardiovascular Diseases Considering Dependence Structure Using Generalised Linear Model And Machine Learning Member 25-DEC-2023 24-DEC-2025 GERAN DALAM 20,500.00 On-Going
18 Fishing Location Determination System (Fsi) By Iot-Based Bathymetric Measurement By Drone Platform Member 09-NOV-2023 08-NOV-2026 PENYELIDIKAN TRANSLASIONAL 134,050.00 On-Going
19 Parameterization Of River Water Flow Using Images And Video-Based Techniques Member 01-JUL-2023 30-JUN-2025 GERAN DALAM 40,000.00 On-Going
20 Integrated Security Management System For Kaneka (Uic220829) Member 22-DEC-2022 21-DEC-2023 PADANAN INDUSTRI 10,000.00 On-Going
21 Integrated Security Management System For Kaneka (Rdu222409) Member 22-DEC-2022 21-DEC-2023 INDUSTRI 10,000.00 On-Going
22 Interval Estimation Of The Concentration ParameterAnd Missing Value Imputation In The Von MisesDistribution Member 15-DEC-2022 14-DEC-2024 GERAN DALAM 24,000.00 On-Going
23 Stochastic Modelling Of The Spreading Fake News AndInformation Through Online And Social Media (Uic221517) Member 01-DEC-2022 30-NOV-2024 PADANAN ANTARABANGSA 22,071.02 -
24 Formulation Of A Robust Principal Component AnalysisAlgorithm In Machine Learning For HealthcareApplication (Uic221521) Member 01-DEC-2022 30-NOV-2024 PADANAN ANTARABANGSA 22,071.02 -
25 Stochastic Modelling Of The Spreading Fake News AndInformation Through Online And Social Media (Rdu222704) Member 01-DEC-2022 30-NOV-2024 ANTARABANGSA 22,071.02 -
26 Formulation Of A Robust Principal Component Analysis Algorithm In Machine Learning For Healthcare Application (Rdu222708) Member 01-DEC-2022 30-NOV-2024 ANTARABANGSA 22,071.02 -
27 Predictive Analytics Of Influential Economic Indicators Towards Malaysian Ringgit Valuation By Using Regression Algorithm Member 01-OCT-2022 30-SEP-2024 GERAN DALAM 27,100.00 -
28 Stochastic Modelling Of The Covid-19 Outbreak Under Non-Pharmaceutical Intervention (Npi) Enforcement Member 15-JUL-2022 14-JUL-2024 PENYELIDIKAN UNGGUL 41,000.00 On-Going
29 Kajian Semula Had Al-Kifayah Negeri Pahang 2021 Member 01-NOV-2021 30-JUN-2022 INDUSTRI 38,000.00 -
30 Kajian Keabsahan Batu Nisan Permatang Pasir Bukti Sebagai Bukti Kedatangan Islam Terawal Di Negeri Pahang Darul Makmur Member 01-AUG-2021 31-JAN-2022 AGENSI 30,000.00 -
31 Formulation Of Forecasting Model For Tourism Industry In Malaysia Member 25-MAY-2021 24-MAY-2023 GERAN DALAM 22,500.00 -
32 Development Of A Predictive Algorithm For Heart Disease Using An Ensemble Of Logit Model And Nearest Neighbour Tree Method Based On Smartwatch Data Member 25-APR-2021 24-APR-2023 GERAN DALAM 22,500.00 -
33 A Robust Model Of Network Topology For Survival Analysis Considering Censored Data Member 15-DEC-2019 14-MAR-2022 GERAN DALAM 21,000.00 -
34 Risk Based Inspection Gui Member 01-DEC-2019 28-FEB-2022 LAB2MARKET SEED FUND 62,800.00 -
35 Robustifying Hotelling T^2 Statistic For Monitoring The Stability Of Currency Exchange Rate During Global Financial Crisis Member 30-JUN-2017 29-JUN-2019 GERAN DALAM 20,000.00 -
36 Analyzing Crude Oil Price Using Time Series Modeling Member 01-MAY-2009 30-APR-2011 GERAN DALAM 34,000.00 -
No Project Customer Start Date End Date
1 Program Pensijilan Professional Certification In Data Analytic (Python, Tableau, Rapid Miner) Course Pusat Sains Matematik, Universiti Malaysia Pahang Al-Sultan Abdullah 24-NOV-2023 25-DEC-2023
2 Program Pensijilan Professional In Front-End Web Developer (World Wide Web Consortium): Html Coding Essentials And Best Practices Fakulti Komputer, Universiti Malaysia Pahang 24-JUL-2023 29-DEC-2023
No Type Name Registration No File Date
1 Copyright Predictive Risk Score Model (Prsmo)
2 Copyright Predictive Inference Of Forest Fire Spots With Dependence Structure LY2024C02210 02-MAY-2024
3 Copyright Predictive Non-Laboratory Based Heart Risk Score (Nlhrs) LY2021W00499 23-FEB-2021
No Description

* Data sehingga 11 April 2019

No Professional Bodies (Association/Other Association) Start Date End Date Level
1 ROYAL STATISTICAL SOCIETY (RSS) 01/01/2018 01/01/2018 ANTARABANGSA
2 Institute of Electrical and Electronics Engineers 01/01/2022 31/12/2022 ANTARABANGSA
3 INSTITUT STATISTIK MALAYSIA (ISM) 01/05/2020 16/04/2050 KEBANGSAAN
4 PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA) 17/02/2020 16/04/2050 KEBANGSAAN
5 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 23/07/2024 22/07/2025 null
6 MALAYSIA BOARD OF TECHNOLOGIST (MBOT) 23/07/2024 22/07/2025 KEBANGSAAN