UMEXPERT - DR. FAIRUZ AMALINA BINTI NARUDIN

Publication
Research

ARTICLE IN ACADEMIC JOURNALS

NO	DETAILS OF ARTICLE IN ACADEMIC JOURNALS
1.	Advanced machine learning for subject-oriented inappropriate content classification: A topic modeling approach 2026 Author(s) : Nor Badrul Anuar Bin Juma'at, Fairuz Amalina Binti Narudin Source : EGYPTIAN INFORMATICS JOURNAL DOI : 10.1016/j.eij.2025.100882
2.	Wordcloud: Detecting mobile malware with deep learning and word of cloud 2025 Author(s) : Fairuz Amalina Binti Narudin Source : EGYPTIAN INFORMATICS JOURNAL DOI : 10.1016/j.eij.2025.100834
3.	MOTEC: The Malay Offensive Text Classification using Extra Tree and Language Standardization 2025 Author(s) : Nor Badrul Anuar Bin Juma'at, Muhammad Faiz Bin Mohd Zaki, Mohamad Hazim Bin Md Hanif, Fairuz Amalina Binti Narudin Source : MALAYSIAN JOURNAL OF COMPUTER SCIENCE
4.	Blending Big Data Analytics: Review on Challenges and a Recent Study 2020 Author(s) : Ang Tan Fong, Nor Badrul Anuar Bin Juma'at, Zati Hakim Binti Azizul Hasan, Fairuz Amalina Binti Narudin Source : IEEE ACCESS DOI : 10.1109/ACCESS.2019.2923270
5.	Evaluation of machine learning classifiers for mobile malware detection 2016 Author(s) : Nor Badrul Anuar Bin Juma'at, Fairuz Amalina Binti Narudin Source : SOFT COMPUTING DOI : 10.1007/s00500-014-1511-6
6.	Comparative evaluation of ensemble learning and supervised learning in android malwares using network-based analysis 2015 Author(s) : Rosli Bin Salleh, Nor Badrul Anuar Bin Juma'at, Ali Feizollah, Fairuz Amalina Binti Narudin Source : Lecture Notes in Electrical Engineering DOI : 10.1007/978-3-319-07674-4_95
7.	Comparative study of k-means and mini batch k-means clustering algorithms in android malware detection using network traffic analysis 2015 Author(s) : Rosli Bin Salleh, Nor Badrul Anuar Bin Juma'at, Ali Feizollah, Fairuz Amalina Binti Narudin Source : Proceedings 2014 International Symposium on Biometrics and Security Technologies Isbast 2014 DOI : 10.1109/ISBAST.2014.7013120
8.	Comparative Evaluation of Ensemble Learning and Supervised Learning in Android Malwares Using Network-Based Analysis 2015 Author(s) : Rosli Bin Salleh, Nor Badrul Anuar Bin Juma'at, Fairuz Amalina Binti Narudin Source : ADVANCED COMPUTER AND COMMUNICATION ENGINEERING TECHNOLOGY DOI : 10.1007/978-3-319-07674-4_95
9.	Comparative Study of K-means and Mini Batch K-means Clustering Algorithms in Android Malware Detection Using Network Traffic Analysis 2014 Author(s) : Rosli Bin Salleh, Nor Badrul Anuar Bin Juma'at, Fairuz Amalina Binti Narudin Source : 2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES (ISBAST)
10.	A study of machine learning classifiers for anomaly-based mobile botnet detection 2013 Author(s) : Rosli Bin Salleh, Nor Badrul Anuar Bin Juma'at, Ali Feizollah, Fairuz Amalina Binti Narudin Source : Malaysian Journal of Computer Science