Zulaiha Ali Othman, Azuraliza Abu Bakar, Nor Samsiah Sani, Jamaludin Sallim.  (2020).  Household overspending model amongst B40, M40 and T20 using classification algorithm.  - (IJACSA) International Journal of Advanced Computer Science and Applications.  392-399. 

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant colony optimization for text feature selection in sentiment analysis.  - Intelligent Data Analysis.  133-158. 

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A review of feature selection in sentiment analysis.  - Intelligent Data Analysis.  159-189. 

Ghassan Saleh Al-Dharhani, Zulaiha Ali Othman and Azuraliza Abu Bakar, Sharifah Mastura Syed Abdullah.  (2018).  Discovering meaningful patterns for tropical climate change in Malaysia.  - International Journal of Global Warming.  . 

Shakirah Mohd Taib,Zahiah Akhma, Mohd Zabidi,Izzatdin Abdul Aziz, Farahida Hanim Mousor, Azuraliza Abu Bakar, Ainul Akmar Mokhtar.  (2018).  Discovery of corrosion patterns using symbolic time series representation and N-gram model.  - International Journal of Advanced Computer Science and Applications.  . 

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product feature ranking and popularity model based on sentiment comments.  - International Journal of Advanced Computer Science and Applications.  . 

Hani A.K. Ihlayyel, Nurfahdlina Mohd Sharef, Mohd Zakree Ahmad Nazri and Azuraliza Abu Bakar.  (2018).  An enhanced feature representation based on linear regression model for stock market prediction.  - Intelligent Data Analysis.  45-76. 

Abdullah Saeed Ghareb,Azuraliza Abu Bakar,Qasem A. Al-Radaideh, Abdul Razak Hamdan.  (2018).  Enhanced filter feature selection methods for arabic text categorization.  - International Journal of Information Retrieval Research.  1-24. 

Amin Mahmoudi, Mohd Ridzwan Yaakub and Azuraliza Abu Bakar.  (2018).  New time-based model to identify the influential users in online social networks.  - Data Technologies and Applications.  1-13. 

Husam I.S. Abuhamad, Azuraliza Abu Bakar, Suhaila Zainudin, Mazrura Sahani, Zainudin Mohd Ali.  (2017).  Feature Selection Algorithms for Malaysian Dengue Outbreak Detection Model.  - Sains Malaysiana.  255-265. 

Siti Nur Afiqah Mohd Arif, Mohd Farhan Mohd Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah.  (2017).  Change point analysis: a statistical approach to detect potential abrupt change.  - Jurnal Teknologi.  147-157. 

Fatemeh Boobord, Zalinda Othman, and Azuraliza Abu Bakar.  (2015).  A WK-means Approach for Clustering.  - International Arab Journal of Information Technology.  489-493. 

A. M. Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Othman Jaafar.  (2015).  Sequential pattern discovery algorithm for Malaysia rainfall prediction.  - Acta Physica Polonica A.  324-326. 

Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar and Zulaiha Ali Othman.  (2015).  Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means.  - Intelligent Data Analysis.  795-823. 

Siti Sakira Kamaruddin, Azuraliza Abu Bakab, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman and Ghassan Saleh Hussein.  (2015).  A text mining system for deviation detection in financial documents.  - Intelligent Data Analysis.  19-44. 

Abdullah S. Ghareb, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2014).  Integrating Noun-Based Feature Ranking and Selection Methods with Arabic Text Associative Classification Approach.  - Arabian Journal for Science and Engineering.  7807-7822. 

Ghassan Saleh Al-Dharhani, Zulaiha Ali Othman and Azuraliza Abu Bakar.  (2014).  A Graph-Based Ant Colony Optimization for Association Rule Mining.  - Arabian Journal for Science and Engineering.  39 (6): 4651-4665. 

Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2014).  Frequent positive and negative (FPN) itemset approach for outlier detection.  - Intelligent Data Analysis.  1049-1065. 

S. N. H. S. Abdullah, R. A. M. Yusoff, N. F. A. Zainal, S. Abdullah, A. A Bakar, K. Omar.  (2014).  Paddy Abnormality Vision Recognition Tool Based on Multi-Layered Mamdani Fuzzy Modeling.  - Applied Engineering in Agriculture.  30(2): 325-334. 

Maryam Mousavi, Azuraliza Abu Bakar, Suhaila Zainudin, Zalizah Awang Long, Mazrura Sahani, Mohammadmahdi Valikian.  (2013).  Negative Selection algorithm for dengue outbreak detection.  - Turkish Journal of Electrical Engineering and Computer Sciences.  21:2345-2356. 

Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mohd Nor.  (2012).  Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function.  - Intelligent Data Analysis.  16:487-511. 

Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti Azura Mohamed Hussein.  (2012).  An Intelligent data pre-processing of complex datasets.  - Intelligent Data Analysis.  16:305-325. 

Mohd Zakree Ahmad Nazri , Siti Mariyam Shamsuddin, Azuraliza Abu Bakar dan Salwani Abdullah.  (2011).  A hybrid approach for learning concept hierarchy from Malay text using artificial immune network.  - Natural Computing : An International Journal. Volume 10, Issue 1 (2011), Page 275.  11047-010-9.