PROFESOR MADYA DR. NORYANTI BINTI MUHAMMAD

	Contact No. : 095492653 Gender : FEMALE Nationality : MALAYSIA Current Positon : DS54-A-PROFESOR MADYA E-Mail : noryanti@ump.edu.my
ACADEMIC QUALIFICATION
. 2016 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), DURHAM UNIVERSITY,UK . 2007 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA . 2005 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MARA, SHAH ALAM . 2002 : DIPLOMA, UNIVERSITI TEKNOLOGI MARA, SHAH ALAM . 1998 : SPM, SEK. MEN. TEKNIK JOHOR BAHRU
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL 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 DATA ANALYSTICS 14 SANGAT TINGGI STATISTICAL COMPUTING R, MATLAB, SPSS, SAS, MINITAB 14 SANGAT TINGGI STATISTICAL INFERENCES NONPARAMETRIC PREDICTIVE INFERENCE (NPI), STATISTICS AND APPLIED STATISTICS 14 SANGAT TINGGI STATISTICAL MODELLING - 14 SANGAT TINGGI STATISTICS AND PROBABILITY - 14 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Universiti Teknologi Mara Machang Kelantan PENSYARAH SAMBILAN SEPENUH MASA 29/12/0004 16/04/0005 KONTRAK Universiti Teknologi Malaysia TEACHING ASSISTANCE 25/11/0005 16/04/0006 KONTRAK University Of Durham TUTOR 01/11/2015 29/02/2016 SEMENTARA
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. LEVERAGING TRANSFORMER MODELS AND GPT-4 FOR ENHANCED SENTIMENT ANALYSIS IN MALAYSIA HALAL PRODUCT MARKETS (UIC241505) Member 23-FEB-2024 22-FEB-2025 Sedang Berjalan 2. LEVERAGING TRANSFORMER MODELS AND GPT-4 FOR ENHANCED SENTIMENT ANALYSIS IN MALAYSIA HALAL PRODUCT MARKETS (RDU242704) Member 23-FEB-2024 22-FEB-2025 Sedang Berjalan 3. DEVELOPMENT OF SMART WATER SURGE WARNING SYSTEM Member 01-FEB-2024 08-FEB-2026 Sedang Berjalan 4. 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-2025 Sedang Berjalan 5. PREDICTIVE MODELLING OF CARDIOVASCULAR DISEASES CONSIDERING DEPENDENCE STRUCTURE USING GENERALISED LINEAR MODEL AND MACHINE LEARNING Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 6. 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-2025 Sedang Berjalan 7. FISHING LOCATION DETERMINATION SYSTEM (FSI) BY IOT-BASED BATHYMETRIC MEASUREMENT BY DRONE PLATFORM Member 09-NOV-2023 08-NOV-2026 Sedang Berjalan 8. PARAMETERIZATION OF RIVER WATER FLOW USING IMAGES AND VIDEO-BASED TECHNIQUES Member 01-JUL-2023 30-JUN-2025 Sedang Berjalan 9. PREDICTIVE STATISTICAL MODELLING ON ENHANCING STUDENTS' PERFORMANCE USING HYBRID ARTIFICIAL NEURAL NETWORK AND STRUCTURAL EQUATION MODELLING Leader 25-DEC-2022 24-DEC-2024 Sedang Berjalan 10. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA (RDU222409) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 11. INTEGRATED SECURITY MANAGEMENT SYSTEM FOR KANEKA (UIC220829) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 12. PREDICTING HEART DISEASE USING A HYBRID METAHEURISTIC-BASED TRAINING OF ECHO STATE NETWORK Leader 15-DEC-2022 14-DEC-2024 Sedang Berjalan 13. INTERVAL ESTIMATION OF THE CONCENTRATION PARAMETER AND MISSING VALUE IMPUTATION IN THE VON MISES DISTRIBUTION Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 14. STOCHASTIC MODELLING OF THE SPREADING FAKE NEWS AND INFORMATION THROUGH ONLINE AND SOCIAL MEDIA (RDU222704) Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan 15. FORMULATION OF A ROBUST PRINCIPAL COMPONENT ANALYSIS ALGORITHM IN MACHINE LEARNING FOR HEALTHCARE APPLICATION (RDU222708) Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan 16. STOCHASTIC MODELLING OF THE SPREADING FAKE NEWS AND INFORMATION THROUGH ONLINE AND SOCIAL MEDIA (UIC221517) Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan 17. NONPARAMETRIC PREDICTIVE INFERENCE (NPI) FOR PREDICTING FOREST FIRES WITH COPULA (UIC221519) Leader 01-DEC-2022 30-NOV-2024 Sedang Berjalan 18. NONPARAMETRIC PREDICTIVE INFERENCE (NPI) FOR PREDICTING FOREST FIRES WITH COPULA (RDU222706) Leader 01-DEC-2022 30-NOV-2024 Sedang Berjalan 19. FORMULATION OF A ROBUST PRINCIPAL COMPONENT ANALYSIS ALGORITHM IN MACHINE LEARNING FOR HEALTHCARE APPLICATION (UIC221521) Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan 20. PREDICTIVE ANALYTICS OF INFLUENTIAL ECONOMIC INDICATORS TOWARDS MALAYSIAN RINGGIT VALUATION BY USING REGRESSION ALGORITHM Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 21. STOCHASTIC MODELLING OF THE COVID-19 OUTBREAK UNDER NON-PHARMACEUTICAL INTERVENTION (NPI) ENFORCEMENT Member 15-JUL-2022 14-JUL-2024 Sedang Berjalan 22. KAJIAN SEMULA HAD AL-KIFAYAH NEGERI PAHANG 2021 Member 01-NOV-2021 30-JUN-2022 Tamat (Perlu hantar laporan akhir) 23. Kajian Keabsahan Batu Nisan Permatang Pasir Bukti Sebagai Bukti Kedatangan Islam Terawal di Negeri Pahang Darul Makmur Member 01-AUG-2021 31-JAN-2022 Sedang Berjalan 24. FORMULATION OF FORECASTING MODEL FOR TOURISM INDUSTRY IN MALAYSIA Member 25-MAY-2021 24-MAY-2023 Selesai (Mencapai Semua KPI) 25. 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 Tamat (Laporan akhir dalam semakan) 26. A ROBUST MODEL OF NETWORK TOPOLOGY FOR SURVIVAL ANALYSIS CONSIDERING CENSORED DATA Member 15-DEC-2019 14-MAR-2022 Selesai (Mencapai Sebahagian KPI) 27. Risk Based Inspection Gui Member 01-DEC-2019 28-FEB-2022 Tamat (Laporan akhir dalam semakan) 28. Formulation of Predictive Inference Modelling of Cardiac Markers to Diagnose Heart Function Leader 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 29. APPLICATION OF STATITICAL CLASSIFIERS IN MODELLING AND PREDICTION OF CARDIOVASCULAR DISEASES (CVDS) USING NEWLY DEVISING SCORE SYSTEM Leader 15-MAR-2019 14-MAR-2021 Selesai (Mencapai Semua KPI) 30. Robustifying Hotelling T^2 Statistic for Monitoring the Stability of Currency Exchange Rate During Global Financial Crisis Member 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI) 31. NONPARAMETRIC PREDICTIVE INFERENCE FOR DIAGNOSTIC ACCURACY Leader 15-APR-2017 14-APR-2019 Selesai (Mencapai Semua KPI) 32. Nanoparametric Prediction Inference for Diagnostic Accuracy Leader 10-AUG-2016 09-AUG-2017 Selesai (Mencapai Semua KPI) 33. Analyzing Crude oil Price Using Time Series Modeling Member 01-MAY-2009 30-APR-2011 Tamat (Perlu hantar laporan akhir)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL Simulation of COVID-19 outbreaks via Graphical User Interface (GUI) 29/09/2021 80% CONFERENCE PAPER A network topology approach to diagnose the shift of covariance structure 02/07/2018 Main-author CONFERENCE PAPER Predictive inference for bivariate data with nonparametric copula 01/04/2016 90% including run the simulation study, report the result and writing the paper. JOURNAL Predictive Inference for Bivariate Data: Combining Nonparametric Predictive Inference for Marginals with an Estimated Copula 26/04/2016 45%, run the simulation studies, provide literature review and results from the simulations studies. BOOKS RESEARCH DESIGN & DATA ANALYSIS IN SOCIAL SCIENCE RESEARCH 06/08/2012 CONTRIBUTE AND ENHANCE MORE KNOWLEDGE IN UNDERSTANDING WHICH CAN BE USED IN THE SOCIAL SCIENCE RESEARCH BY UNDERGRADUATES, FORM SIX STUDENTS, NEW RESEARCHERS, LECTURERS AND STUDENTS