| 2018 | ISDA | A Data Mining Approach to Predict Academic Performance of Students Using Ensemble Techniques. | Samuel-Soma M. Ajibade, Nor Bahiah Ahmad, Siti Mariyam Shamsuddin |
| 2015 | ISNN | A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems. | Haza Nuzly Abdull Hamed, Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin |
| 2013 | ICDAR | Fusing Modalities in Forensic Identification with Score Discretization. | Wong Yee Leng, Siti Mariyam Shamsuddin, Sargur N. Srihari |
| 2012 | HIS | Hybrid intelligent systems in survival prediction of breast cancer. | Aida Ali, Siti Mariyam Shamsuddin, Anca L. Ralescu |
| 2011 | HIS | Patterns analysis and classification for Web proxy cache. | Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samed Ismail |
| 2011 | HIS | Fuzzy classifier for classification of medical data. | Aida Ali, Siti Mariyam Shamsuddin, Anca L. Ralescu, Sofia Visa |
| 2011 | IJCNN | An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification. | Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Siti Mariyam Shamsuddin, Harya Widiputra, Kshitij Dhoble |
| 2011 | ISDA | An immune system approach to personalize search results. | Hamid Rastegari, Siti Mariyam Shamsuddin |
| 2009 | AICCSA | Neuro-fuzzy system in web client-side caching. | Waleed Ali, Siti Mariyam Shamsuddin |
| 2009 | ICCSA | A Hybrid Edge Detection Method Based on Fuzzy Set Theory and Cellular Learning Automata. | Saman Sinaie, Afshin Ghanizadeh, Emadaldin Mozafari Majd, Siti Mariyam Shamsuddin |