A
PROFILE
UPM's Staff Profile
DR. NADIAH BINTI RUZA
SENIOR LECTURER
nadiah_ruza@upm.edu.my
nadiah_ruza
BM
EN

PROFESSIONAL

NAME :
(Dr.) NADIAH BINTI RUZA
POST :
SENIOR LECTURER
ENTITY :

FIELD OF SUPERVISION
STATISTICS
EDUCATION
DOCTOR OF PHILOSOPHY
VICTORIA UNIVERSITY, MELBOURNE
Graduated : 2019
IJAZAH SARJANA SAINS (PENINGKATAN KUALITI DAN PRODUKTIVITI)
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 2012
IJAZAH SARJANA SAINS (SAINS DATA DAN ANALITIK)
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 2021
IJAZAH SARJANA MUDA STATISTIK (KEPUJIAN)
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 2010
JOURNAL PUBLICATION
1. The Dragon King Phenomenon (Super-Extreme Outliers) in Cryptocurrency. Is Bitcoin the Riskier One?
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
2. Linkage Transitions between Oil and the Stock Markets of Countries with the Highest COVID-19 Cases.
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
3. Automated Deep Learning of COVID-19 and Pneumonia Detection Using Google AutoML.
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
4. Analysis of referral channels on online news consumption.
    Journal type: Non Citation-Indexed
PUBLICATION
2025
Binary and Multi-Classification Models for Breast Cancer Diagnosis Using Automated Deep Learning and Mammography Images with Different Augmentation Cases
2022
Linkage Transitions between Oil and the Stock Markets of Countries with the Highest COVID-19 Cases.
2022
Automated Deep Learning of COVID-19 and Pneumonia Detection Using Google AutoML.