| 2014 | SoMeT | Evaluation of Intelligent Mobile Web Pre-fetching System for Mobile Cloud Environment. | Nur Syahela Hussien, Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin |
| 2011 | HIS | Bacterial Foraging Optimization Algorithm for neural network learning enhancement. | Ismail Ahmed A. Al-Hadi, Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin |
| 2010 | GRC | Data Warehousing for Rough Web Caching and Pre-fetching. | Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham |
| 2010 | ISDA | A comparative analysis of mining techniques for automatic detection of student's learning style. | Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin |
| 2009 | CEC | Improving performance of radial basis function network based with particle swarm optimization. | Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin |
| 2009 | HIS | Self Organizing Features Map with Improved Segmentation to Identify Touching of Adjacent Characters in Handwritten Words. | Fajri Kurniawan, Amjad Rehman, Dzulkifli Bin Mohamad, Siti Mariyam Hj. Shamsuddin |
| 2009 | ICCSA | Weighted Aspect Moment Invariant in Pattern Recognition. | Rela Puteri Pamungkas, Siti Mariyam Hj. Shamsuddin |
| 2009 | ICONIP | String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization. | Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Zbynek Michlovsk, Siti Mariyam Hj. Shamsuddin |
| 2009 | ISDA | Developing Student Model Using Kohonen Network in Adaptive Hypermedia Learning System. | Bariah Yusob, Siti Mariyam Hj. Shamsuddin, Nor Bahiah Ahmad |
| 2009 | ISNN | Intelligent Client-Side Web Caching Scheme Based on Least Recently Used Algorithm and Neuro-Fuzzy System. | Waleed Ali, Siti Mariyam Hj. Shamsuddin |
| 2009 | ISNN | Hybrid Learning Enhancement of RBF Network Based on Particle Swarm Optimization. | Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin |
| 2009 | SMC | Improving Generalization of Radial Basis Function Network with Adaptive Multi-Objective Particle Swarm Optimization. | Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin |
| 2009 | SMC | Grey Relational with BP PSO For Time Series Forecasting. | Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin |
| 2008 | AICCSA | A connectionist system approach for learning logic programs. | M. Hadi Mashinchi, Siti Mariyam Hj. Shamsuddin |
| 2008 | ISDA | Enhance Term Weighting Algorithm as Feature Selection Technique for Illicit Web Content Classification. | Zhi-Sam Lee, Mohd Aizaini Maarof, Ali Selamat, Siti Mariyam Hj. Shamsuddin |
| 2008 | ISDA | Bounded PSO Vmax Function in Neural Network Learning. | Y. S. Lee, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdull Hamed |
| 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 | Application of Grey Relational Analysis for Multivariate Time Series. | Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim |
| 2008 | ISDA | Rough Set Granularity in Mobile Web Pre-caching. | Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham, Shahida Sulaiman |
| 2007 | ICCSA | Embedded Scale United Moment Invariant for Identification of Handwriting Individuality. | Azah Kamilah Muda, Siti Mariyam Hj. Shamsuddin, Maslina Darus |
| 2007 | ICCSA | Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection. | Anazida Binti Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin |