DR. NUR HAFIEZA BINTI ISMAIL

	Contact No. : - Gender : FEMALE Nationality : MALAYSIA Current Positon : DS51-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. NON-PREDICTIVE MEASURE FEATURE SELECTION TECHNIQUE USING TF-IDF AND THRESHOLDING FOR BURNOUT EMPLOYEE CLASSIFICATION. Member 25-DEC-2023 24-DEC-2025 Sedang Berjalan 2. PREDICTING SUICIDAL IDEATION FROM SOCIAL MEDIA CONTENT AMONG ONLINE COMMUNITIES USING DEEP LEARNING MODEL Member 01-NOV-2023 31-OCT-2025 Sedang Berjalan 3. 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 4. THE FORMULATION OF DEEP LEARNING MODEL FOR GLOVE DEFECT DETECTION Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan 5. 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 6. 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