2012
- Aris, Ishak, M. Parvez Iqbal AK, A. R. Ramli, and S. Shamsuddin. “Design and development of a programmable painting robot for houses and buildings.” Jurnal Teknologi 42, no. 1 (2012): 27-48.
- Haron, Habibollah, Dzulkifli Mohamed, and Siti Mariyam Hj Shamsuddin. “Extraction of junctions, lines and regions of irregular line drawing: the chain code processing algorithm.” Jurnal Teknologi 38, no. 1 (2012): 1-28.
- Lee, Zhi Sam, Mohd Aizaini Maarof, Ali Selamat, and Siti Mariyam Shamsuddin. “Text content analysis for illicit web pages by using neural networks.” Jurnal Teknologi 50, no. 1 (2012): 73-91.
2009
- Ummu Salamah Mohamad, Siti Mariyam Shamsuddin & Ramlan Mahmood. 2009. Endpoint Detection Enhancement for Speaker Dependent Recognition. Journal of Information Technology & Multimedia (JTMM), 7:17-29.
2008
- Bakhtiar Jamili, Siti Mariyam Shamsuddin & Saiful Hafizah Jaaman. 2008. Comparison Between Rough Set Theory and Logistic Regression for Classifying Firm’s Performance. Journal of Quality Measurement and Analysis, JQMS, 4(1):141-153.
2007
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Lee Zhi Sam, Mohd Aizaini Maarof, Ali Selamat & Siti Mariyam Shamsudin. Classification of illicit Web Pages Using Neural Networks. Jurnal Teknologi Maklumat, 19(2):1-21
- Mohd Zakree Ahmad Nazri, Siti Mariyam Shamsudin & Azuraliza Abu Bakar. A Review o Learning Taxonomies from Malay Text Corpora. Jurnal Teknologi Maklumat, 19(2):85-99
- Sarina Sulaiman, Siti Mariyam Shamsudin & Ajith Abraham. A Framework og Rough Cultural Algorithms in Optimizing Mobile Web Caching Performance. Jurnal Teknologi Maklumat, 19(2):11 8-133.
2005
- Siti Mariyam Shamsuddin, Anazida Zainal & Shahliza Halim. Sistem Kebal Buatan Terhadap Pengecaman Digit. 2005. Journal of Sains Malaysiana, UKM, 34(1): 93-98.
2004
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Lau Hui Keng & Siti Mariyam Shamsuddin. 2004. Adaptive Neural Network Classifier For Invariants Extracted of Handwritten Digits. Journal of Information and Communication Technology, Universiti Utara Malaysia, 3(1):1-17.
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Ummu Salamah Mohamad, Ramlan Mahmod & Siti Mariyam Shamsuddin. Malay Speaker Dependent Digits Recognition with Improved Backpropagation. 2004. Journal of Information Technology & Multimedia, UKM, 1: 1-14.
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Rokiah Ahmad, Maslina Darus, Siti Mariyam Hj. Shamsuddin & Azuraliza Abu Bakar. 2004. Pendiskretan Set Kasar Menggunakan Ta’akulan Boolean Terhadap Pencaman Simbol Matematik. Journal of Information Technology & Multimedia, UKM, 1: 15-26.
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Habibollah Haron, Siti Mariyam Shamsuddin & Dzulkifli Mohamad. 2004. Chain Code Algorithm in Deriving T-Junction and Region of a Freehand Sketch. Jurnal Teknologi, Universiti Teknologi Malaysia, 40(D): 25-36.
2003
- Habibollah Harun, Dzulkifli Mohamad & Siti Mariyam Hj. Shamsuddin. 2003. Extraction of Junctions, Lines and Regions of Irregular Line Drawing: The Chain Code Processing Algorithm. Jurnal Teknologi, 38(D): 1-28 (2 citations)
2002
- Roselina Sallehuddin, Mohd Salihin Ngadiman & Siti Mariyam Hj. Shamsuddin. 2001. Peramalan Siri Masa Bermusim Menggunakan Rangkaian Neural. Sains Malaysiana, UKM, 20 : 107-118 (Terbit 2002).
2001
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Siti Mariyam Hj. Shamsuddin & Md. Nasir Sulaiman. Unconstrained Handwritten Digit Recognition Using Improved Moment Invariant. 2001. Electrika, Journal of Electrical Engineering, UTM, 4(1): 63-74.
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Maslina Darus & Siti Mariyam Hj. Shamsuddin. 2001. Mengcungkil Kesiratan Momen Geometri Takubah Terhadap Pengekstrakan Fitur.Jurnal Teknologi Maklumat, Fakulti Sains Komputer dan Sistem Maklumat, 13(2):1-15.
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Roselina Sallehuddin & Siti Mariyam Hj. Shamsuddin. 2001. Kajian Ke atas Parameter Model Rangkaian Rambatan Balik Untuk Peramalan : Kajian Kes Hasil Pengeluaran Getah. Jurnal Teknologi, UTM, 35(D):15-26.
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Gunadi W.Nurcahyo, Rose Alinda Alias, Siti Mariyam Shamsuddin & Mohd Noor Md. Sap. 2001. A Preview On Vehicle Routing Problem. Jurnal Teknologi Maklumat, FSKSM, 13(2):76-85.
2000
- Siti Mariyam Hj. Shamsuddin, Norazah Yusof, Paridah Samsuri, Nor Bahiah Ahmad, & Siti Zaiton Mohd Hashim. 2000. Pengkelasan Tahap Pengetahuan Pelajar Secara Pembelajaran Adaptiv Berteknologikan Hipermedia – Satu Pendekatan Rangkaian Neural. Jurnal Teknologi Maklumat, Disember, FSKSM, 12(2): 1-10.
1999
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Siti Mariyam Hj. Shamsuddin, Md. Nasir Sulaiman, & Maslina Darus. 1999. Dimension Reduction of Invariant Moments Complexity Using Principal Component Analysis : An Experiment on Handwritten Digits. Jurnal Teknologi Maklumat, FSKSM, 11(2): 16-24.
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Roselina Sallehudin, M.Salihin Ngadiman & Siti Mariyam Hj.Shamsuddin. 1999. Penentuan Saiz dan Bilangan Nod Tersembunyi Rangkaian Neural Bagi Peramalan. Jurnal Teknologi Maklumat, UTM, 11(1):67 – 80.
1998
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Roselina Sallehudin, M.Salihin Ngadiman & Siti Mariyam Hj. Shamsuddin. 1998. Rangkaian Neural: Anjakan Paradigma Terhadap Siri Masa. Jurnal Teknologi Maklumat, FSKSM, 10(2):43-55.
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Siti Mariyam Hj. Shamsuddin, Md. Nasir Sulaiman, Maslina Darus, Ramlan Mahmod, dan Fatimah Ahmad. 1998. BP Model with an Improved Error Function. Jurnal Teknologi Maklumat, FSKSM, 10( 2):20-31.
1997
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Siti Mariyam Hj. Shamsuddin, Saiful Hafizah Hj. Jaaman, Noriza Majid & Noriszura Ismail, 1997. Peramalan Keberuntungan Syarikat : Pendekatan Rambatan Balik. Jurnal Teknologi Maklumat, FSKSM, 9(1): 27 – 34.
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Siti Mariyam Hj. Shamsuddin, Abdul Rahman Abdullah,Marini Abu Bakar & Azlina Ahmad, 1997. Sistem Rekabentuk Fesyen Dibantu Komputer. Jurnal Teknologi Maklumat, FSKSM, 9(2): 32 – 43.
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Siti Mariyam Hj. Shamsuddin & Maslina Darus, 1997. Pengoptimuman Rambatan Balik Terhadap Keberuntungan Syarikat. Jurnal Teknologi Maklumat, FSKSM, 10 (1) :46 – 57.
1994
- Tengku Mohd Tengku Sembok, Mohamad Yusof, Khairudin Omar, Siti Mariyam Hj. Shamsuddin, Belal Mustafa Abu Ata. SISDOM: Sistem Capaian Dokumen Multilingua. 1994. Jurnal Penyelidikan & Pembangunan Sains dan Kembangan UKM, ms 605-608 (IRPA 02-07-03-024).