Keng, L. H. and Shamsuddin, Siti Mariyam (2004) Adaptive neural network classifier for extracted invariants of handwriten digits. Journal of ICT, 3 (1). pp. 1-17. ISSN 1675-414X

Hasan, Shafaatunnur and Tan, Swee Quo and Shamsuddin, Siti Mariyam and Sallehuddin, Roselina (2012) Artificial Fish Swarm Optmization for Multilayernetwork Learning in Classification Problems. Journal of Information and Communication Technology, 11. pp. 37-53. ISSN 2180-3862

Hasan, Shafaatunnur and Tan, Swee Quo and Shamsuddin, Siti Mariyam and UNSPECIFIED (2012) Artificial fish swarm optimization for multilayer network learning in classification problems. Journal of Information and Communication Technology, 11. pp. 37-53. ISSN 2180-3862

Hasan, Shafaatunnur and Tan, Swee Quo and Shamsuddin, Siti Mariyam and Sallehuddin, Roselina (2011) Artificial neural network learning enhancement using Artificial Fish Swarm Algorithm. In: 3rd International Conference on Computing and Informatics (ICOCI 2011), 8-9 June 2011, Bandung, Indonesia.

Zaini, Bahtiar Jamili and Shamsuddin, Siti Mariyam and Jaaman, Saiful Hafizah (2008) Comparison between rough set theory and logistic regression for classifying firm's performance. Journal of Quality Measurement and Analysis, 4 (1). pp. 141-153. ISSN 1823-5670

Zaini, Bahtiar Jamili and Shamsuddin, Siti Mariyam and Jaaman, Saiful Hafizah (2007) Determining financial indicators with rough sets based feature selection techniques – A review. In: Postgraduate Annual Research Seminar, 3-4 July 2007, Universiti Teknologi Malaysia. (Unpublished)

Ibrahim, Ashraf Osman and Shamsuddin, Siti Mariyam and Qasem, Sultan Noman (2015) Hybrib NSGA-II optimization for improving the three-term BP network for multiclass classification problems. Journal of Information and Communication Technology, 14. pp. 21-38. ISSN 2180-3862

Ibrahim, Ashraf Osman and Shamsuddin, Siti Mariyam and Qasem, Sultan Noman (2015) Hybrid NSGA-II Optimization for Improving the Three-Term BP Network for Multiclass Classification Problems. Journal of Information and Communication Technology, 14. pp. 21-38. ISSN 2180-3862

Osman Ibrahim, Ashraf and Shamsuddin, Siti Mariyam and Ahmad, Nor Bahiah and Qasem, Sultan Noman (2013) Multi objective genetic algorithm for training three term backpropagation network. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia.

Shamsuddin, Siti Mariyam and Zainal, Anazida and Mohd Yusof, Norfadzila (2008) Multilevel kohonen network learning for clustering problems. Journal of ICT, 7. pp. 1-25. ISSN 1675-414X

Hasan, Shafaatunnur and Shamsuddin, Siti Mariyam (2015) OctaSOM - An octagonal based SOM lattice structure for biomedical problems. In: 5th International Conference on Computing and Informatics (ICOCI) 2015, 11-13 August 2015, Istanbul, Turkey.

Shamsuddin, Siti Mariyam and Mohd Hashim, Siti Zaiton and Ghazali, Rozaida and Azuraliza, Abu Bakar (2006) Pemodelan rangkaian suap balik Elman bagi peramalan harga rumah. International Journal of Management Studies (IJMS), 13 (2). pp. 217-230. ISSN 0127-8983

Alwee, Razana and Sallehuddin, Roselina and Shamsuddin, Siti Mariyam (2004) Perbandingan penggunaan algoritma Krzyzak dengan algoritma rambatan balik piawai dalam domain peramalan. International Journal of Management Studies (IJMS), 11. pp. 171-183. ISSN 0127-8983

Ismail, Noriszura and Jaaman, Saiful Hafizah and Shamsuddin, Siti Mariyam and Majid, Noriza (1999) Rambatan balik : Satu alternatif terhadap pengkelasan keberuntungan syarikat. Analisis, 6. pp. 159-170. ISSN 0127-8983

Kok, Yit-Pong and Shamsuddin, Siti Mariyam and Alwi, Razana and Sallehuddin, Roselina and Ahmad, Norbahiah (2004) Rough sets for predicting the Kuala Lumpur Stock Exchange Composite Index returns. In: Knowledge Management International Conference and Exhibition 2004 (KMICE 2004), 14-15 February 2004, Evergreen Laurel Hotel, Penang.

Yusob, Bariah and Ahmad, Nor Bahiah and Abd Halim, Shahliza and Yusof, Norazah and Shamsuddin, Siti Mariyam (2004) Student classification in adaptive hypermedia learning system using neural network. In: Knowledge Management International Conference and Exhibition 2004 (KMICE 2004), 14-15 February 2004, Evergreen Laurel Hotel, Penang.

Samsuryadi, , and Shamsuddin, Siti Mariyam and Ahmad, Norbahiah (2011) Writer identification based on hyper sausage neuron. In: 3rd International Conference on Computing and Informatics (ICOCI 2011), 8-9 June 2011, Bandung, Indonesia.