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FSK1000-FAKULTI KOMPUTERAN
DR. NUR HAFIEZA BINTI ISMAIL
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Contact No. |
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Gender |
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FEMALE |
Nationality |
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MALAYSIA |
Current Positon |
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DS51-A-PENSYARAH UNIVERSITI |
E-Mail |
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hafieza@ump.edu.my |
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ACADEMIC QUALIFICATION |
. 2020 |
: IJAZAH KEDOKTORAN (DOCTORAL DEGREE), TEXAS A&M UNIVERSITY, COLLEGE, STATION
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. 2015 |
: IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI SULTAN ZAINAL ABIDIN
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. 2014 |
: IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI SULTAN ZAINAL ABIDIN
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EXPERTISE |
EXPERT AREA |
MAJOR |
YEARS OF EXPERTISE |
LEVEL |
DATA MINING |
DEEP LEARNING, BIOMEDICAL, AND HEALTH INFORMATICS |
8 |
TINGGI |
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EMPLOYMENT HISTORY |
No Record.
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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
(UIC241533) |
Leader |
03-JUN-2024 |
02-JUN-2025 |
Sedang Berjalan |
2. |
ANALYSIS OF SOCIAL MEDIA USING MULTIMODAL CNN DEEP LEARNING TO AUTOMATED IDENTIFICATION OF MENTAL HEALTH PROBLEM IN CANCER PATIENTS (RDU242731) |
Leader |
03-JUN-2024 |
02-JUN-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 |
Member |
01-NOV-2023 |
31-OCT-2025 |
Sedang Berjalan |
5. |
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 |
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 |
Leader |
01-OCT-2022 |
30-SEP-2024 |
Sedang Berjalan |
8. |
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) |
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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 Parkinsons 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 |
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