| 2019 | ACIIDS | Recent Developments on Evolutionary Computation Techniques to Feature Construction. | Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar |
| 2012 | ISDA | Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method. | Faizah Shaari, Azmi Ahmad, Azuraliza Abu Bakar |
| 2011 | HIS | Velocity-based reinitialisation approach in Particle Swarm Optimisation for feature selection. | Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar |
| 2011 | ISDA | Frequent absence and presence itemset for negative association rule mining. | Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan |
| 2010 | ADMA | Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique. | Shahriyah Nyak Saad Ali, Ahmad Mahir Razali, Azuraliza Abu Bakar, Nur Riza Suradi |
| 2010 | ADMA | Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach. | Azuraliza Abu Bakar, Almahdi Mohammed Ahmed, Abdul Razak Hamdan |
| 2010 | ADMA | Multiple Attribute Frequent Mining-Based for Dengue Outbreak. | Zalizah Awang Long, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mazrura Sahani |
| 2010 | ADMA | An Improved Rough Clustering Using Discernibility Based Initial Seed Computation. | Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman |
| 2010 | ISDA | Improved SAX time series data representation based on Relative Frequency and K-Nearest Neighbor Algorithm. | Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan |
| 2010 | ISDA | Ant Colony reduction with modified rules generation for rough classification model. | Azuraliza Abu Bakar, Salwani Abdullah, Faizah Patahol Rahman, Abdul Razak Hamdan |
| 2010 | ISDA | Development of knowledge model for insurance product decision using the associative classification approach. | Azuraliza Abu Bakar, Zalinda Othman, Mohd Saiful Nizam Md Yusoff, Ruhaizan Ismail |
| 2010 | ISDA | Associative prediction model and clustering for product forecast data. | Ruhaizan Ismail, Zalinda Othman, Azuraliza Abu Bakar |
| 2010 | ISDA | A Rough set outlier detection based on Particle Swarm Optimization. | Misinem, Abdul Razak Hamdan, Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri |
| 2010 | ISDA | Improving signature detection classification model using features selection based on customized features. | Zulaiha Ali Othman, Azuraliza Abu Bakar, Intesar Etubal |
| 2010 | ISDA | Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection. | Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar |
| 2010 | KES | Development of RP | Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud |
| 2009 | ADMA | A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. | Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan |
| 2008 | ADMA | A Rough-Apriori Technique in Mining Linguistic Association Rules. | Yun-Huoy Choo, Azuraliza Abu Bakar, Abdul Razak Hamdan |
| 2008 | ISDA | An Agent Based Rough Classifier for Data Mining. | Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof, Ruhaizan Ismail |
| 2008 | ISDA | An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA. | Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar |
| 2008 | ISDA | Immune Network for Classifying Heterogeneous Data. | Mazidah Puteh, Khairuddin Omar, Abdul Razak Hamdan, Azuraliza Abu Bakar |
| 2007 | ICCSA | Discovery of Non-Interesting Attribute in Mining Outliers Pattern. | Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan |