DR. NUR SHAZWANI BINTI KAMARUDIN

	Contact No. : 094244736 Gender : FEMALE Nationality : MALAYSIA Current Positon : DS51-A-PENSYARAH UNIVERSITI E-Mail : nshazwani@ump.edu.my
ACADEMIC QUALIFICATION
. 2019 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), ARIZONA STATE UNIVERSITY, TEMPE . 2015 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI DARUL IMAN MALAYSIA (UDM) . 2012 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI DARUL IMAN MALAYSIA (UDM) . 2007 : SPM DAN SETARAF, SMK DATO' MAHMUD PADUKA RAJA (1)
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE NATURAL LANGUANGE PROCESSING 10 SANGAT TINGGI COMPUTER SOFTWARE - 8 TINGGI DATA MINING - 8 TINGGI IMAGE PROCESSING AND PATTERN RECOGNITION - 8 TINGGI MACHINE LEARNING - 9 TINGGI NATURAL LANGUAGE PROCESSING TEXT ANALYSIS 8 SANGAT TINGGI SOFTWARE DESIGN - 10 SANGAT TINGGI SOFTWARE ENGINEERING - 10 TINGGI
EMPLOYMENT HISTORY
No Record.
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. IMPROVING SENTIMENT CLASSIFICATION FOR BURNOUT EMPLOYEES USING RECURSIVE FEATURE ELIMINATION (RFE) AND DEEP LEARNING AS FEATURE SELECTION USING SOCIAL MEDIA POST (UIC241511) Member 22-APR-2024 21-APR-2025 Sedang Berjalan 2. IMPROVING SENTIMENT CLASSIFICATION FOR BURNOUT EMPLOYEES USING RECURSIVE FEATURE ELIMINATION (RFE) AND DEEP LEARNING AS FEATURE SELECTION USING SOCIAL MEDIA POST (RDU242709) Member 22-APR-2024 21-APR-2025 Sedang Berjalan 3. NON-PREDICTIVE MEASURE FEATURE SELECTION TECHNIQUE USING TF-IDF AND THRESHOLDING FOR BURNOUT EMPLOYEE CLASSIFICATION. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 4. PREDICTING SUICIDAL IDEATION FROM SOCIAL MEDIA CONTENT AMONG ONLINE COMMUNITIES USING DEEP LEARNING MODEL Leader 01-NOV-2023 31-OCT-2025 Sedang Berjalan 5. THE STUDY OF THE CAUSAL EFFECT ON SUICIDAL IDEATION AND PSYCHIATRIC SYMPTOMS PREDICTION USING UNSUPERVISED MACHINE LEARNING ALGORITHM Leader 15-JUL-2023 14-JUN-2026 Sedang Berjalan 6. THE FORMULATION OF DEEP LEARNING MODEL FOR GLOVE DEFECT DETECTION Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 7. A NEW MODEL OF TEMPORAL CONVOLUTIONAL NETWORK (TCN) TO IDENTIFY CANCER SURVIVORS LIVING WITH POST-TRAUMATIC STRESS DISORDER ON SOCIAL MEDIA Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 8. A NEW PREDICTION MODEL FOR MENTAL HEALTH DISORDER PROBLEM FROM SOCIAL MEDIA DATA USING MACHINE LEARNING ALGORITHM Leader 23-DEC-2020 22-DEC-2022 Tamat (Laporan akhir dalam semakan)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION BOOK CHAPTER Leveraging Social Media Data for Covid-19 Studies 10/04/2023 Leveraging Social Media Data for Covid-19 Studies BOOK CHAPTER Social Media as a Platform for Information Dissemination during COVID-19 28/03/2023 Second Author CONFERENCE PAPER A Study on Mental Health Discussion through Reddit 20/09/2021 FIRST AUTHOR CONFERENCE PAPER The Neuropsychology Assessment for Identifying Dementia in Parkinson’s Disease Patients using a Deep Neural Network 20/09/2021 SECOND AUTHOR CONFERENCE PAPER The Neuropsychology Assessment for Identifying Dementia in Parkinson’s Disease Patients using a Deep Neural Network 24/08/2021 Model of identifying Dementia in Parkinson's disease patients JOURNAL Traffic Sign Classification Using Transfer Learning: An Investigation of FeatureCombining Model 30/07/2021 PROVIDE MY KNOWLEDGE IN ARTIFICIAL INTELLIGENCE BOOK CHAPTER Social Media– A New and Effective Platform for Raising Awareness of Mental Health Issues 29/08/2020 FIRST AUTHOR CONFERENCE PAPER A Study of Reddit- User's Response to Rape. 03/09/2018 FIRST AUTHOR BOOKS A PRACTICAL APPROACH FOR IMAGE CLASSIFICATION 19/07/2017 SECOND AUTHOR CONFERENCE PAPER Shape-Based Single Object Classification using Ensemble Method Classifiers 03/02/2015 FIRST AUTHOR JOURNAL Comparison Of Image Classification Techniques 20/08/2015 FIRST AUTHOR JOURNAL The Contribution of Feature Selection and Morphological Operation For On- Line Business System ’ s Image Classification. 17/07/2014 FIRST AUTHOR CONFERENCE PAPER Collection of Amazon Dataset Towards Automatic Image Annotation 13/09/2013 FIRST AUTHOR