DR. NUR HAFIEZA BINTI ISMAIL

	Contact No. : - Gender : FEMALE Nationality : MALAYSIA Current Positon : DS13-A-PENSYARAH UNIVERSITI E-Mail : hafieza@ump.edu.my
ACADEMIC QUALIFICATION
. 2020 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), TEXAS A&M UNIVERSITY, COLLEGE, STATION . 2015 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI SULTAN ZAINAL ABIDIN . 2014 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI SULTAN ZAINAL ABIDIN
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL DATA MINING DEEP LEARNING, BIOMEDICAL, AND HEALTH INFORMATICS 8 TINGGI
EMPLOYMENT HISTORY
No Record.
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. ANALYSIS OF SOCIAL MEDIA USING MULTIMODAL CNN DEEP LEARNING TO AUTOMATED IDENTIFICATION OF MENTAL HEALTH PROBLEM IN CANCER PATIENTS (RDU242731) Leader 15-DEC-2024 14-DEC-2025 Sedang Berjalan 2. ANALYSIS OF SOCIAL MEDIA USING MULTIMODAL CNN DEEP LEARNING TO AUTOMATED IDENTIFICATION OF MENTAL HEALTH PROBLEM IN CANCER PATIENTS (UIC241533) Leader 15-DEC-2024 14-DEC-2025 Sedang Berjalan 3. ENHANCING VIRTUAL LEARNING PLATFORM USER EXPERIENCE THROUGH SIMULATED ENVIRONMENTS: A COMPARATIVE ANALYSIS USING WEBQUAL MODEL (RDU242750) Member 01-NOV-2024 31-OCT-2026 Sedang Berjalan 4. ENHANCING VIRTUAL LEARNING PLATFORM USER EXPERIENCE THROUGH SIMULATED ENVIRONMENTS: A COMPARATIVE ANALYSIS USING WEBQUAL MODEL (UIC241553) Member 01-NOV-2024 31-OCT-2026 Sedang Berjalan 5. A NEW MODEL OF ENSEMBLE DEEP LEARNING ALGORITHMS THROUGH EFFECT OF SOCIAL NETWORK SIZE AND CAUSAL INFERENCE FOCUSING ON MENTAL HEALTH PREDICTION USING SOCIAL MEDIA DATA Member 01-AUG-2024 31-JUL-2027 Sedang Berjalan 6. NON-PREDICTIVE MEASURE FEATURE SELECTION TECHNIQUE USING TF-IDF AND THRESHOLDING FOR BURNOUT EMPLOYEE CLASSIFICATION. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 7. PREDICTING SUICIDAL IDEATION FROM SOCIAL MEDIA CONTENT AMONG ONLINE COMMUNITIES USING DEEP LEARNING MODEL Member 01-NOV-2023 31-OCT-2025 Sedang Berjalan 8. A MODEL OF KNOWLEDGE GRAPH EMBEDDING FOR MISSING LINKS USING A HYBRID OF NEURAL NETWORK, TRANSE AND TRANSH METHODS Member 01-AUG-2023 31-JUL-2025 Sedang Berjalan 9. THE FORMULATION OF DEEP LEARNING MODEL FOR GLOVE DEFECT DETECTION Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 10. A NEW MODEL OF TEMPORAL CONVOLUTIONAL NETWORK (TCN) TO IDENTIFY CANCER SURVIVORS LIVING WITH POST-TRAUMATIC STRESS DISORDER ON SOCIAL MEDIA Leader 01-OCT-2022 30-SEP-2024 Sedang Berjalan 11. DESIGNING AN ADAPTIVE AND DYNAMIC LEARNING SCHEME BASED ON FUZZY INTELLIGENCE CLASSIFIER: A GRAMMAR LEARNING PERSPECTIVE Leader 15-AUG-2019 14-NOV-2021 Selesai (Mencapai Sebahagian KPI)
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 CONFERENCE PAPER Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques 25/08/2023 Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques JOURNAL Efficiency and Accuracy of Scheduling Algorithms for Final Year Project Evaluation Management System 23/10/2023 Efficiency and Accuracy of Scheduling Algorithms for Final Year Project Evaluation Management System CONFERENCE PAPER Identifying PTSD Symptoms Using Machine Learning Techniques on Social Media 25/08/2022 Identifying PTSD Symptoms Using Machine Learning Techniques on Social Media 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 The Animal Classification: An Evaluation of Different Transfer Learning Pipeline 17/06/2021 The Animal Classification: An Evaluation of Different Transfer Learning Pipeline