UTM Scholar : PROF. MADYA DR. NORHAIZA BINTI AHMAD

GRANT(PI & MEMBERS)

47

PUBLICATIONS

62

INDEXED PUBLICATION

21

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
A Regulatory Framework for Transparent Algorithmic Management in the Digital Labour Platform RUG OF UTM UTM Fundamental Research	2024
Exploring Fundamental Insights of the Adoption of Human Resource Analytics for Sustainable High-Performance Work Practices in Malaysian Public Sector RUG OF UTM UTM Fundamental Research	2024
New Stochastic Hydraulic Conductivity Estimation for Groundwater Flow with Periodic Noise MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2024
Stochastic Model based Time Series for Water Demand Forecasting RUG OF UTM UTM Encouragement Research	2023
MENGINSTITUSI BUDAYA ISES UTM DENGAN PEMERKASAAN SOKONGAN PSIKOSOSIAL, KEPUASAN & KOMITMEN BEKERJA SERTA MEMBINA KEPERCAYAAN PEKERJA-MAJIKAN RUG OF UTM UTM Encouragement Research	2021
Robust multinomial logistic regression for high-dimensional data RUG OF UTM UTM Encouragement Research	2021
RIDGE-BASED BICLUSTERING MODEL IN PROFILING COLLINEAR EXPRESSION DATA FOR INFECTIOUS DISEASES STUDIES RUG OF UTM UTM Fundamental Research	2020
PREDICTION OF DISCHARGE AFTER PERIOD OF RIVER DISRUPTIONS USING ROBUST LEAST SQUARES SUPPORT VECTOR REGRESSION RUG OF UTM UTM Encouragement Research	2019
CRG28.4 DEVELOPMENT OF GIS DATABASE FOR DATA MANAGEMENT OF ARCHAEOLOGICAL ARTEFACTS UNIVERSITI TEKNOLOGI MARA Collaborative Research Grant National	2019
CRG 28.2 : Construction of Mathematical Algorithms for Artefact Modeling UNIVERSITI SAINS ISLAM MALAYSIA Collaborative Research Grant National	2019
CRG 28.1: DEVELOPMENT OF PHOTO-REALISTIC 3D MODEL OF ARCHAEOLOGICAL ARTEFACTS RUG OF UTM Collaborative Research Grant	2019
CRG 28.0: 3D RECONSTRUCTION OF HISTORICAL FRAGMENTS USING ADVANCED MATHEMATICAL APPROACH RUG OF UTM Collaborative Research Grant	2019
SURVIVAL PIECEWISE BASELINE HAZARD FUNCTION INCORPORATED WITH CURE FRACTION AND FRAILTY RUG OF UTM UTM Encouragement Research	2019
FORECASTING JOHOR BAHRU RAINFALL USING AUTOREGRESSIVE INTEGRATED MOVING AVERAGE (ARIMA) AND ARTIFICIAL NEURAL NETWORK (ANN) RUG OF UTM UTM Encouragement Research	2019
CRG 28.3: Comprehensive Statistical Testing and Evaluation for Artefact Modelling UNIVERSITI MALAYSIA TERENGGANU Collaborative Research Grant National	2019
Medicine Usage Modelling Using Modified INGARCH-GLM Framework RUG OF UTM Tier 2	2019
MULTI-POPULATION MORTALITY MODEL IN A STATE-SPACE FRAMEWORK MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2019
Time-Based Clustering on Homogeneous Riverflow Process RUG OF UTM Tier 2	2016
Trend analysis of streamflow, rainfall and temperature in Johor RUG OF UTM Tier 2	2016
KOLOKIUM KEBANGSAAN PENDIDIK SAINS, TEKNOLOGI, KEJURUTERAANDAN MATEMATIK (KKPSTEM) 2016 PERINGKAT NEGERI JOHOR PEJABAT PENDIDIKAN DAERAH PASIR GUDANG,JOHOR Networking Grant	2016
Statistical Literacy for SME in Malaysia RUG OF UTM Flagship	2016
A watershed storage study for understanding the threshold of flood mechanism MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
DETECTION OF VOC FROM GANODERMA BONINENSE MINISTRY OF EDUCATION Demand-Driven Innovation	2015
Quality Control for Bull Semen MINISTRY OF EDUCATION Demand-Driven Innovation	2015
TIME-DEPENDENT INTERVAL DATA IN THE CLASSIFICATION OF RAINFALL PATTERNS. RUG OF UTM Tier 1	2014
Comparative Analysis on the Performance of Stochastic Differential Equation's Parameter Estimation MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
Long Memory Stochastic Volatility Estimation Method for Fractional Ornstein-Uhlenbeck Process MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
Stochastic Modeling of ADHD research in Malaysia RUG OF UTM Tier 1	2014
New Baseline Hazard Function for Cox Regression Model Incorporating Covariates and Random Effect Using Bayesian RUG OF UTM Encouragement Grant	2014
Spatio-Temporal Modeling of Rainfall Using Generalized Additive Model MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2013
Stochastic Model for Groundwater Transport Flow in Peninsular Malaysia RUG OF UTM Flagship	2013
Bayesian Survival Mixture Models In The Existence of Covariates Using Frailty Models RUG OF UTM Tier 2	2012
CLUSTERING BASED CLASSIFICATION ON DAILY RAINFALL PATTERN UNIVERSITI TEKNOLOGI MALAYSIA Tier 2	2011
NEW HYBRID MODEL FOR FORECASTING SHORT TERM ELECTRICITY LOAD DEMAND RUG OF UTM Tier 1	2011
Visualizing Proximity Data Using Pseudo-distance in Multidimensional Scaling Techniques MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2009
The Human Touch of Quality Culture Towards Motivation to Work in UTM Short Term	2000

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Mmisg2023: Bridging The Gap Between Mathematicians And Industry UTM NEWSHUB Article In Mass Media 2ND UTM CORRESPONDING AUTHOR	2023
Grouping River Flow Patterns Based On Nonlinear Features Of Short Time Series Data AIP CONFERENCE PROCEEDINGS Publication In Scopus FIRST UTM CORRESPONDING AUTHOR	2023
PREDICTIVE MODELLING OF PIPE BURST TOWARDS SUSTAINABLE NON-REVENUE WATER Clasified/Technical Report UTM FIRST AUTHOR	2023
Wavelet Coherence Analysis On Crude Oil Prices And Stock Market Prices Of Retail Companies In Malaysia PROCEEDINGS OF SCIENCE AND MATHEMATICS Proceedings FIRST UTM CORRESPONDING AUTHOR	2023
Forecasting Consumer Price Index Of Malaysia Using Support Vector Regression PROCEEDINGS OF SCIENCE AND MATHEMATICS Proceedings FIRST UTM CORRESPONDING AUTHOR	2023
Faculty Of Science In The Spotlight: Newshub Submission Workshop UTM NEWSHUB Article In Mass Media FIRST UTM CORRESPONDING AUTHOR	2023
Young Mathematicians Thrive: Utm Students Win Silver Medals At International Youth Math Competition UTM NEWSHUB Article In Mass Media CO-AUTHOR	2023
Biclustering Models Under Collinearity In Simulated Biological Experiments MATEMATIKA Publication In Web Of Science UTM FIRST AUTHOR	2023
Logistic Regression Analysis On Factors Affecting Disability Of Trauma Patients PROCEEDINGS OF SCIENCE AND MATHEMATICS Proceedings CORRESPONDING AUTHOR	2022
Universiti Teknologi Malaysia & Department Of Statistics Malaysia Mou Signing Ceremony FRESH NEWSLETTER, FS RESEARCH HUB Publication In Academic And Profesional Magazine CO-AUTHOR	2022
Mathematics Graduate Awarded First-Class Degrees From Utm And University Of Kent, Uk UTM NEWSHUB Article In Mass Media CO-AUTHOR	2022
Mou Utm-Dosm E-FORUM MATEMATIK Article In Mass Media CO-AUTHOR	2022
Statistical Modeling Of Rpca-Fcm In Spatiotemporal Rainfall Patterns Recognition ATMOSPHERE Publication In Web Of Science UTM FIRST AUTHOR	2022
Utm-Kent Double Degree Program Award: Law Kah Yan E-FORUM MATEMATIK Article In Mass Media CO-AUTHOR	2021
Data Discovery With Visualization Tools: A 3-In-1 Workshop UTM NEWSHUB Article In Mass Media CO-AUTHOR	2021
Log-Linear Poisson Autoregressive Model In Modelling Confirmed Cases Of Coronavirus Disease In Malaysia PROCEEDING OF SCIENCE AND MATHEMATICS Proceedings UTM FIRST AUTHOR	2021
Forecasting Consumer Price Index Using Singular Spectrum Analysis PROCEEDING OF SCIENCE AND MATHEMATICS Proceedings UTM FIRST AUTHOR	2021
Universiti Teknologi Malaysia Hosted The 5th Ism International Statistical Conference 2021 UTM NEWSHUB Article In Mass Media CO-AUTHOR	2021
Image Change Detection In Medical Images FINAL YEAR PROJECT SYMPOSIUM 2020 Proceedings CORRESPONDING AUTHOR	2020
Yayasan Utm Paved Way For Faculty Of Science Student To Study In Kent UTMNEWSHUB INDIVIDUAL AUTHOR	2020
Performance Analysis And Validation Of Modified Singular Spectrum Analysis Based On Simulation Torrential Rainfall Data International Journal on Advanced Science, Engineering and Information Technology Publication In Scopus UTM FIRST AUTHOR	2020
Fitting Statistical Distribution Of Extreme Rainfall Data For The Purpose Of Simulation. INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus UTM FIRST AUTHOR	2020
Longitudinal Tracking Of Students Academic Progress Using Model-Based Clustering International Journal of Psychosocial Rehabilitation Publication In Scopus CORRESPONDING AUTHOR	2020
Faculty Of Science Students Challenged Themselves At An Asia- Pacific Region Mathematics Competition UTMNEWSHUB. https://news.utm.my CORRESPONDING AUTHOR	2019
STATISTICAL TABLES FOR ENGINEERING AND SCIENCE STUDENTS Original Book CO-AUTHOR	2019
Unand Students Exposed To Learning, Teaching And Research Environment At Faculty Of Science Utm NEWSHUB UTM CO-AUTHOR	2019
Utm-Kent First Alumni Carving A Career In Finance UTMNEWSHUB INDIVIDUAL AUTHOR	2019
Utm Faculty Of Science Students Won Awards At Xiamen Malaysia University Mathematics (Xmum) Competition UTMNEWSHUB. INDIVIDUAL AUTHOR	2019
Modified Singular Spectrum Analysis In Identifying Rainfall Trend Over Peninsular Malaysia Indonesian Journal of Electrical Engineering and Computer Science Publication In Scopus UTM FIRST AUTHOR	2019
Mathematics Graduates Wanted At Airasia UTMNEWSHUB. https://news.utm.my CO-AUTHOR	2019
Longitudinal Tracking Of Studentsã¢Â€Â™ Academic Progress Using Model Based Clustering 3RD INTERNATIONAL CONFERENCE ON EDUCATIONAL STUDIES Conference Paper UTM FIRST AUTHOR	2019
Assessing Dynamic-Time- Warping Dissimilarity Measures In Regionalization Of River Discharges MALAYSIAN JOURNAL OF SCIENCE Publication In Scopus CORRESPONDING AUTHOR	2019
An Efficient Method To Improve The Clustering Performance Using Hybrid Robust Principal Component Analysis-Spectral Biclustering In Rainfall Patterns Identification IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE Publication In Scopus UTM FIRST AUTHOR	2019
STATISTICS FOR ENGINEERS Original Book CO-AUTHOR	2019
A Mechanistic Model Of High Dose Irradiation Damage MATHEMATICS AND COMPUTERS IN SIMULATION Publication In Web Of Science CO-AUTHOR	2018
Johor River Discharge Forecasting During Linggiu Reservoir Construction Period FINAL YEAR PROJECT SYMPOSIUM 2018 Proceedings UTM FIRST AUTHOR	2018
Performance Of Time-Based And Non-Time-Based Clustering In The Identification Of River Discharge Patterns EMERALD INSIGHT BOOK SERIES:COMMUNITY, ENVIRONMENT AND DISASTER RISK MANAGEMENT Publication In Scopus CORRESPONDING AUTHOR	2018
Identification Of Rainfall Patterns On Hydrological Simulation Using Robust Principal Component Analysis INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR	2018
Choice Of Cumulative Percentage In Principal Component Analysis For Regionalization Of Peninsular Malaysia Based On The Rainfall Amount COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Publication In Scopus UTM FIRST AUTHOR	2017
Spatial Grouping Of Homogeneous River Flow Process In Johor MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES Publication In Web Of Science CORRESPONDING AUTHOR	2017
Comparative Performance Of Support Vector Regressions For Accurate Streamflow Predictions MALAYSIAN JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES/SPECIAL ISSUE ON SOME ADVANCES IN INDUSTRIAL AND APPLIED MATHEMATICS (ISMI 2017) Publication In Web Of Science UTM FIRST AUTHOR	2017
Classification Of Daily Torrential Rainfall Patterns In Peninsular Malaysia Based On A Robust Correlation Measure INTERNATIONAL CONFERENCE ON COMPUTATIONAL PHYSICS, MATHEMATICS AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2016
SPATIO-TEMPORAL MODELING OF RAINFALL USING GENERALIZED ADDITIVE MODEL Clasified/Technical Report CO-AUTHOR	2016
LONG MEMORY STOCHASTIC VOLATILITY ESTIMATION METHOD FOR FRACTIONAL ORNSTEIN-UHLENBECK PROCESS Clasified/Technical Report CO-AUTHOR	2016
Characterizing The Type Of River Flow In Johor PROSIDING PROJEK SARJANA MUDA SAINS Proceedings UTM FIRST AUTHOR	2016
Effect Of Window Length With Singular Spectrum Analysis In Extracting The Trend Signal On Rainfall Data THE 2ND ISM INTERNATIONAL STATISTICAL CONFERENCE 2014 (ISM-II): Empowering the Applications of Statistical and Mathematical Sciences Publication In Web Of Science UTM FIRST AUTHOR	2015
Challenge In Applying Quantitative Analysis On Bull Semen Quality In Malaysia SIMPOSIUM KEBANGSAAN SAINS MATEMATIK KE-23 Conference Paper CO-AUTHOR	2015
MATHEMATICS IN INDUSTRY STUDY GROUP MALAYSIA (MISG 2015): MODELING THIOPHENE AND PYRAN -4-ONE TO EARLY SIGNS OF GANODERMA INFECTION IN OIL PALMS Clasified/Technical Report CO-AUTHOR	2015
STOCHASTIC MODEL FOR GROUNDWATER TRANSPORT FLOW IN PENINSULAR MALAYSIA Clasified/Technical Report CO-AUTHOR	2015
Short-Term Variability Of Johor River Discharge Based On Wavelet Analysis AIP CONFERENCE PROCEEDINGS Publication In Scopus CORRESPONDING AUTHOR	2015
Multiplicative Piecewise Gamma In Survival Data Analysis JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus CO-AUTHOR	2014
Proportional Hazards Model Using Frequentist And Bayesian Approaches STATISTICAL MODELLING IN INDUSTRIAL AND APPLIED MATHEMATICS Book Chapter CO-AUTHOR	2014
Measuring Indirect Proximity Using Pseudo-Distance In Multidimensional Scaling Techniques STATISTICAL MODELING IN INDUSTRIAL AND APPLIED MATHEMATICS Book Chapter CORRESPONDING AUTHOR	2014
Frailty Additive And Multiplicative Gamma Polygonal In Survival Data Analysis INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND STATISTICS Publication In Scopus CO-AUTHOR	2013
S3-Point Pseudo-Scale Distance Measure For Measuring Indirect Proximity. APPLIED MATHEMATICAL SCIENCE Publication In Scopus UTM FIRST AUTHOR	2013
Improved Cluster Partition In Principal Component Analysis Guided Clustering International Journal of Computer Applications Journal Article Non Citation-Indexed CORRESPONDING AUTHOR	2013
An Improved Pseudo Distance Scale For Measuring One-To-Many Relationships In Multidimensional Scaling MATEMATIKA Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2013
Survival Data Analysis Using Additive And Multiplicative Gamma Polygonal Hazards Function MATEMATIKA Journal Article Non Citation-Indexed CO-AUTHOR	2013
International Journal Of Computer Applications Improved Cluster Partition in Principal Component Analysis Guided Clustering. Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2013
The Comparison Of T-Mode And Pearson Correlation Matrices In Classfication Of Daily Rainfall Patterns In Peninsular Malaysia MATEMATIKA Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2013
Estimating Proportional Hazards Model Using Frequentist And Bayesian Approaches MALAYSIAN JOURNAL OF FUNDAMENTAL & APPLIED SCIENCES Journal Article Non Citation-Indexed CO-AUTHOR	2012
On The Statistical Analysis Of The Gs-Ns0 Cell Proteome: Imputation, Clustering And Variability Testing BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS Publication In Web Of Science UTM FIRST AUTHOR	2006

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
STATISTICAL TABLE FOR ENGINEERING AND SCIENCE STUDENTS	LY2019004735	NATIONAL	COPYRIGHT
TROPICAL FOREST TREE INFORMATICS		NATIONAL	COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
ZURAINI BINTI ALI SHAH COMBINATION OF DIMENSION REDUCTION WITH MODIFIED ROBUST ESTIMATION FOR GENE-BASED CANCER CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2012
SHAZLYN MILLEANA BINTI SHAHARUDIN SPATIAL AND TEMPORAL TORRENTIAL RAINFALL GUIDED CLUSTER PATTERN BASED ON DIMENSION REDUCTION METHODS PHD GRADUATED SUPERVISOR 2016
NORBAITI BINTI TUKIMAN ROBUST PRIDIT SCORING METHOD FOR CLASSIFICATION FRAUD CASES IN FINANCIAL DATA PHD GRADUATED SUPERVISOR 2021
NUR SYAZWIN BINTI MANSOR TIME-BASED CLUSTERING OF HOMOGENEOUS RIVER FLOW PATTERN IN JOHOR PHD GRADUATED SUPERVISOR 2023
NORAINI BINTI IBRAHIM IMPROVED LEAST SQUARES SUPPORT VECTOR MACHINE FOR JOHOR RIVER FLOW FORECASTING DURING STRUCTURAL BREAK PHD GRADUATED SUPERVISOR 2023
KUMRAVANI A/P SANTHIRANGATHAN NECK POSTURAL RISK AMONG MEDICAL LABORATORY WORKERS PHD ON GOING CO-SUPERVISOR
NORLIZA BINTI ADNAN MODEL-BASED CLUSTERING FOR MULTIVARIATE LONGITUDINAL DATA IN EDUCATIONAL STUDIES PHD ON GOING SUPERVISOR
NORLIZA BINTI ADNAN MODEL BASED CLUSTERING FOR LONGITUDINAL DATA IN EDUCATIONAL STUDIES &NBSP; MASTER GRADUATED CO-SUPERVISOR 2005
SITI AISYA BINTI KAMARUDDIN MASTER GRADUATED SUPERVISOR 2013
IZYAN DIYANAH BINTI HASHIM MASTER GRADUATED SUPERVISOR 2016
DANUSHA PILLAI A/P MOHANA CHANDRAN BLASTING FRAGMENTATION PREDICTION BASED ON EXTREME LEARNING MACHINE METHODS MASTER ON GOING SUPERVISOR