International Proceedings

2013

  1. Yunos, Zuriahati Mohd, Siti Mariyam Shamsuddin, Noriszura Ismail, and Roselina Sallehuddin. “Modeling the Malaysian motor insurance claim using artificial neural network and adaptive NeuroFuzzy inference system.” In AIP Conf. Proc, vol. 1522, no. 1, p. 1431. 2013.
  2. Wong, Y. L., S. M. Shamsuddin, S. S. Yuhaniz, and Sargur N. Srihari. “Fusing Modalities in Forensic Identification with Score Discretization.” ONLINE PROCEEDINGS (2013): 46.

2012

  1. Leng, W. Y., and S. M. Shamsuddin. “Fingerprint Identification using Discretization Technique.” In Proceedings of World Academy of Science, Engineering and Technology, no. 62. World Academy of Science, Engineering and Technology, 2012.

2011

  1. Shafaatunnur Hasan & Siti Mariyam Shamsuddin. 2011. Artificial Neural Network Learning Enhancement using Artificial Fish Swarm Algorithm. Proceeding 2011  International Conference on Computing and Informatics (ICOCI 2011), 8-9 Jun 2011, Bandung.
  2. Shamsuryardi & Siti Mariyam Shamsuddin. 2011. Writer Identification based on Hyper Sausage Neuron. Proceeding 2011 International Conference on Computing and Informatics (ICOCI 2011), 8-9 Jun 2011, Bandung.
  3. Nilam Nur Amir Sjarif, Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim & Siti Sophiayati Yuhaniz. 2011. Crowd Analysis and Its Applications. Proceeding of the 2nd International Conference on Software Engineering and Computer Systems (ICSECS 2011), LNCS.

2010

  1. Afshin Ghanizadeh, Saman Sinaie, Amir Atapour & Siti Mariyam Shamsuddin. 2010. A Fuzzy-Particle Swarm Optimization Based Algorithm for Solving Shortest Path Algorithm Problem. Proceeding of the 2nd International Conference on Computer Engineering and Technology (ICCET 2010), April 16-18, Chengdu, China
  2. Norsharina Abu Bakar & Siti Mariyam Shamsuddin. 2010. An Integrated Formulation of Zernike Representation for Character Images. Proceeding of the 23rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 1-4 June, Cardoba Spain.
  3. Roselina Sallehuddin, Siti Mariyam Shamsuddin & Siti Zaiton Mohd Hashim. 2010. Forecasting Small Data Set Using Hybrid Cooperative Feature Selection. Proceeding of IEEE Computer Society Press on Twelve International Conference on Computer Modeling and Simulation, (UKSiM/EUROSiM 2010), pp: 80 – 85 (ISSN: 978-0-7695-4016-0/10).
  4. Shafaatunnur Hasan & Siti Mariyam Shamsuddin. 2010. Faster Convergence of BP Network with Hybridization of Improved Cost Functionand Control Memory Adaptation. IEEE Proceeding 2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Simulation (AMS 2010), Kota Kinabalu Sabah, pp: 128 – 132 (ISSN: 978-0-7695-4062-7/10).
  5. Mohamad Firdaus Abd Aziz & Siti Mariyam Shamsuddin. 2010. Quantum PSO for Elman Neural Network. IEEE Proceeding 2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Simulation (AMS 2010), Kota Kinabalu Sabah, pp: 133 – 137 (ISSN: 978-0-7695-4062-7/10).
  6. Falah A. H. Ahmed & Siti Mariyam Shamsuddin. 2010. The effect of Weights Initialization on Osteo Arthritis Classification. IEEE Proceeding 2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Simulation (AMS 2010), Kota Kinabalu Sabah, pp: 87 – 92 (ISSN: 978-0-7695-4062-7/10).
  7. Mohd Zakree Ahmad Nazri1, Siti Mariyam Shamsuddin, Azuraliza Abu Bakar & and Salwani Abdullah. Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text. Proceeding of Lecture Notes for Artificial Intelligence (RSKT), LNAI 6401, pp 453-461
  8. Delint Ira Setyo Adi, Siti Mariyam Shamsuddin & Siti Zaiton Mohd Hashim. 2010. NURBS Curve Approximation using Particle Swarm Optimization. IEEE Proceeding of tbe 2010 Seventh International Conference on Computer Graphics, Imaging and Visualization (CGIV), pp 73-79.
  9. Priza Pandunata & Siti Mariyam Shamsuddin. 2010. NURBS Differential Evolution Optimization for Curve Fitting. IEEE Proceeding of tbe 2010 Seventh International Conference on Computer Graphics, Imaging and Visualization (CGIV), pp 68-72.
  10. Sarina Sulaiman, Siti Mariyam Shamsuddin & Ajith Abraham. 2010. Data Warehousing for Rough Web Caching and Pre-fetching. IEEE Proceeding of International Conference on Granular Computing, pp 443-448.

2009

  1. Waleed Ali Ahmad & Siti Mariyam Shamsuddin.2009. Neuro-Fuzzy System for Web Client-side Caching. ACS/IEEE International Conference on Computer Systems and Application, Rabat Morocco, May 10-13, pp:888-895 (ISBN:978-1-4244-3807-5; Web of Science; DOI: http://doi.ieeecomputersociety.org/10.1109/AICCSA.2009.5069437)
  2. Sultan Noman & Siti Mariyam Shamsuddin. Radial Basis Function Network Based On Multi-Objective Particle Swarm Optimization. 2009. 6th International Symposium on Mechatronics and its Applications (ISMA’09), 24th-26th March 2009, pp:1-6 (Scopus; DOI:10.1109/ISMA.2009.5164833)
  3. Sarina Sulaiman, Siti Mariyam Shamsuddin, Fadni Forkan and Ajith Abraham, Autonomous SPy: Intelligent Web Proxy Caching Detection Using Neurocomputing and Particle Swarm Optimization, Proceeding of the 6th International Symposium on Mechatronic and its Application(ISMA’09), Sharjah, UAE, IEEE Press, ISBN:978-1-4244-3480-0, pp.1-6,2009(Scopus)
  4. Muhammad Firdaus Ab. Aziz & Siti Mariyam Shamsuddin. Vmax Function Enhancement of Particle Swarm Optimization in Elman Recurrent Network. 2009. IEEE Computer Society Press Third Asia International Conference on Modelling and Simulation (AMS 2009), pp:125-130 (Scopus; DOI:10.119/AMS.2009.90; ISBN:978-0-7695-3648-4)
  5. Rela Puteri Pamungkas & Siti Mariyam Shamsuddin.2009. Weighted Central Moment for Pattern Recognition Derivation Analysis of Invarianceness, and Simulation Using Letter Characters. IEEE Computer Society Press Third Asia International Conference on Modelling and Simulation (AMS 2009), pp:102-106, Scopus
  6. Sarina Sulaiman, Siti Mariyam Shamsuddin, Fadni Forkan & Ajith Abraham.2009. Intelligent Web Caching for E-Learning og Data. IEEE Computer Society Press Second Asia International Conference on Modelling and Simulation, (AMS 2009), pp:136-141 (Scopus)
  7. Rela Pamungkas & Siti Mariyam Shamsuddin . 2009. Weighted Aspect Moment Invariant in Pattern Recognition. Proceeding of the international Conference on Computational Sciences and Its Applications (ICCSA 2009), pp:806-818 (Web of Science)
  8. S. Sinaie, A. Ghanizadeh, E. Mozafari Majd & S. M. Shamsuddin. A Hybrid Edge Detection based on Fuzzy Set Theory and Cellular Learning Automata. IEEE Proceedings of the international Conference on Computational Sceince and Its Applications, (web of science) ISBN: 978-0-7695-3701-6,pp:208-214 (http://doi.ieeecomputersociety.org/10.1109/ICCSA.2009.19)
  9. Sarina Sulaiman, Siti Mariyam Shamsuddin and Ajith Abraham, 2009. Rough Neuro PSO Web Caching and XML Prefetching for Accessing Facebook from Mobile Environment. IEEE Proceeding 8th International Conference on Computer Information Systems and Industrial Management (CISIM 2009), ISBN: 978-1-4244-5612-3, pp.884-889.
  10. Sultan Noman Qasem & Siti Mariyam Shamsuddin. 2009. Improving Generalization of Radial Basis Function Network with Adaptive Multi-Objective Particle Swarm Optimization. Proceedings of the 2009 IEEE International Conference on Systems, Man and Cybernatics San Antonio, TX, USA – October 2009, pp: 534-540 (Scopus)
  11. Roselina Sallehuddin & Siti Mariyam Shamsuddin. 2009. Grey Relation with BP_PSO for time series Forecasting.Proceeding of the 2009 IEEE International Conference Systems, Man and Cybernatics San Antonio, TX, USA – October 2009, pp:534-540 (Scopus)
  12. Azah Kamila Muda, Siti Mariyam Shamsuddin and Ajith Abraham. 2009.Autorship Invarianceness for Writer Identification International Conference on Biometrics and Kansei Engineering Poland, IEEE Computer Society Press, ISBN: 978-0-7695-3692-7, pp:34-39 (Scopus)
  13. Amir Atapour Abarghouei, Afshin Ghanizadeh, Saman Sinaie and Siti Mariyam Shamsuddin. A survey of Pattern Recognition Applications in Cancer Diagnosis. IEEE Proceeedings of International Conference on Soft Computing & Pattern Recognitions, 4-7 December 2009.
  14. Babak Behravesh, Siti Mariyam Shamsuddin & Anazida Zainal. 2009. Rule Modeling Engine for Optimizing Complex Event Processing Patterns. IEEE Proceeding of International Conference on Soft Computing & Pattern Recognitions, 4 – 7 December 2009.
  15. Hameed Rastergari & Siti Mariyam Shamsuddin. Review of Artificial Immune System in Web Personalization. IEEE Proceeding of International Conference on Soft Computing & Pattern Recognitions, 4 – 7 December 2009.
  16. Haza Nuzly Hameed, Nikola Kasabov & Siti Mariyam Shamsuddin. 2009. Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks using Quantum Inspired Particle Swarm Optimization. IEEE Proceeding of International Conference on Soft Computing & Pattern Recognitions, 4 – 7 December 2009.
  17. Shafaatunnur Hasan & Siti Mariyam Shamsudin. 2009. Fast Independent Component Analysis and Self Organizing Map for Classification Problems. Proceeding of International Conference of Software Engineering and Computer Systems (ICSECS 2009), 19-21 October 2009.
  18. Norsharina Abu Bakar & Siti Mariyam Shamsudin. 2009. Affine Moment Invariant for Extraction Insect Images. Proceeding of International Conference of Software Engineering and Computer Systems (ICSECS 2009), 19-21 October 2009.
  19. Shafaatunnur Hasan & Siti Mariyam Shamsudin. 2009. Enhanced Self Organizing Map and Particle Swarm Optimization for Classification Problems. Proceeding of National Conference of Information Technology and Applications, Universiti Sriwijaya, Palembang Indonesia, 7 November 2009.
  20. Norsharina Abu Bakar & Siti Mariyam Shamsudin. 2009. An Integrated Formulation of Zernike Invariant for Mining Insect Images. Proceeding of National Conference of Information Technology and Applications, Universiti Sriwijaya, Palembang Indonesia, 7 November 2009.
  21. Siti Mariyam Shamsuddin , Puspa Dewi & Maslina Darus. 2009. Study of Cost Functions in Three Term Backpropagation for Classification Problems. World Congress on Nature and Biologically Inspired Computing (NaBIC 2009), India, IEEE Press, ISBN: 978-1-4244-5612-3, pp. 1690-1694, 2009.
  22. Bariah Yusob, Siti Mariyam Shamsuddin & Norbahiah Ahmad. 2009. Developing Student Model using Kohonen Network in Adaptive Hypermedia System. IEEE Computer Society Proceedings of the 2009 Ninth International Conference on Intelligent Systems Design and Applications, pp: 938-948; ISBN:978-0-7695-3872-3 .
  23. Yun-Huoy Choo, Azah Kamilah Muda & Siti Mariyam Shamsuddin. 2009. Discretization Paradigm Through Diversity: An Overview. Proceeding of International Conference on Water Resources (ICWR 2009), 26-27 May 2009, Langkawi.
  24. Sultan Noman Qasem & Siti Mariyam Shamsuddin. 2009. Hybrid Radial Basis Function Network for Classification Problems. Proceeding of International Conference on Water Resources (ICWR 2009), 26-27 May 2009, Langkawi.
  25. Zuriahati Mohd Yunos & Siti Mariyam Shamsuddin. 2009. Modular Kohonen Network for Classification Problems. Proceeding of International Conference on Water Resources (ICWR 2009), 26-27 May 2009, Langkawi.
  26. Rafidah Hanem Dalil, Siti Mariyam Shamsuddin, Saiful Hafizah Jaaman & Munirah Ismail. 2009. Forecasting Foreign Exchange Rate Using Artificial Neural Network. Proceeding of International Conference on Quality, Productivity and Performance Measurement (ICQPPM’09), 16-18 November 2009, Palm Garden Hotel Putrajaya.
  27. Haza Nuzly Hameed, Nikola Kasabov, Zbynek Michlovsky & Siti Mariyam Shamsuddin. 2009. String Pattern Recognition Using Evolving Spike Neural Networks and Quantum Inspired PSO. Proceeding of 16 th International Conference on Neural Information Processing, Dec 1-5, Bangkok, Thailand, pp:611-619 (LNCS 5864, Springer 2009; ISBN 978-3-642-10682-8).
  28. Mohd Zakree Ahmad Nazri, Siti Mariyam Shamsuddin, Azuraliza Abu Bakar & Salwani Abdullah. A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network . Lecture Notes in Computer Science (LNCS 5666), pp:315-328 ISBN:978-3-642-03245-5;DOI: 10.1007/978-3-642-03246-2_29.
  29. Fajri Kurniawan, Amjad Rehman, Dzulkifli Mohamad & Siti Mariyam Shamsuddin. 2009. Self Organizing Features Map with Improved Segmentation to Identify Touching of Adjacent Characters in Handwritten Words. Proceeding of the Ninth International Conference on Hybrid Intelligent Systems, IEEE Computer Society,pp: 475-480, ISBN:978-0-7695-3745-0.
  30. Norsharina Abu Bakar & Siti Mariyam Shamsuddin. United Zernike Invariants for Character Images. Lecture Notes in Computer Science (LNCS 5857), pp:498-509 ISBN:978-3-642-05035-0;DOI: 10.1007/978-3-642-05036-7_37.
  31. Delint Ira Setyo, Siti Mariyam Shamsuddin & Aida Ali. 2009. Particle Swarm Optimization for NURBS Curve Fitting. Proceeding of Sixth International Conference on Computer Graphics, Imaging and Visualization (CGIV 2009),11-14 August, Tianjin, China, pp:259-263; ISBN:978-0-7695-3789-4 (http://doi.ieeecomputersociety.org/10.1109/CGIV.2009.64), IEEE Computer Society.
  32. Abdul Rahman Ibrahim, Siti Mariyam Shamsuddin & Aida Ali. 2009. Improving Non Uniform Rational B-Spline’s Knot Removal with Particle Swarm Optimization. Proceeding of Sixth International Conference on Computer Graphics, Imaging and Visualization (CGIV 2009),11-14 August, Tianjin, China, pp: 24-27, ISBN:978-0-7695-3789-4 ; (http://doi.ieeecomputersociety.org/10.1109/CGIV.2009.64), IEEE Computer Society.
  33. Azah Kamilah Muda, Siti Mariyam Shamsuddin & Maslina Darus. 2009. Mining Generalized Features for Writer Identification. IEEE Proceeding 2 nd Conference on Data Mining and Optimization (DMO 2009), 27-28 October 2009, pp: 32-36( DOI 10.1109/DMO.2009.5341915)

2008

  1. Siti Mariyam Shamsuddin & Saiful Hafizah Jaaman. 2008, Neuro-Rough Trading Rules for Composite Index Prediction. Proceeding of 3rd International Conference on Mathematical Science, (ICM 2008), 3-6 March, Al Ain Rotana Hotel,Dubai.
  2. Azah Kamila Muda,Siti Mariyam Shamsuddin & Maslina Darus. 2008.Discretization of Integrated Moment Invariants for Writer Identification. Proceeding of The 4th IASTED International Conference on Advances in Computer Science and Technology (ACST 2008-ACTA Press), 2-4 April, Langkawi,pp:372-377.
  3. Bakhtiar Jamili, Siti Mariyam Shamsuddin & Saiful Hafizah Jaaman. 2008. Precidicting Financial Performance of Publicly Traded Malaysian Firms Using Rough Sets Based Feature Selection Techniques. Proceeding of International Conference on Business and Finance, ICFAI Business School, Hyderabad INDIA, 11-12 January.
  4. Hadi Mashinnci & Siti Mariyam Shamsuddin. 2008. A Connectionist System Approach for Learning Logic Programs. The 6th ACS/IEEE International Conference onComputer Systems and Applications (AICCSA08), Issue March 31 2008- April 4 2008 Page(s):852-855
  5. Anazida Zainal, Mohd Aizaini Maarof & Siti Mariyam Shamsuddin. 2008. Similarity-based Classification using Specific Features in Network Intrusion Detection. The 4th IASTED International Conference on Advances in Computer Science and Technology (ACST 2008). 2-4 April, Langkawi.
  6. Mohd Firdaus Ab. Aziz, Haza Nuzly Hameed & Siti Mariyam Shamsuddin. 2008. Augmentation of Elman Recurrent Network Learning with Particle Swarm Optimization. Proceeding of IEEE Computer Society Press on Second Asia International Conference on Modeling and Simulation (AMS 2008) 13-15 May 2008 Page(s):625-630.
  7. Sulaiman S, Siti Mariyam Shamsuddin & Abraham A. 2008. Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm. Proceeding of IEEE Computer Society Press Second Asia International Conference on Modelling and Simulation(AMS 2008), 13-15 May 2008 Page(s):642-647.
  8. Nasser Omar & Siti Mariyam Shamsuddin. 2008. Handwritten Digits Recognition with Particle Swarm Optimization. Proceeding of IEEE Computer Society Press Second Asia International Conference on Modeling and Simulation (AMS 2008), 13-15 May 2008 Page(s): 615-619.
  9. Roselina Sallehuddin, Siti Mariyam Shamsuddin & Siti Zaiton Mohd Hashim. 2008. Hybridization Model of Linear and Nonlinear Timeseries Data for Forecasting. Proceeding of IEEE Computer Society Press Second Asia International Conference on Modeling and Simulation (AMS 2008), 13-15 May 2008 Page(s):597-602.
  10. Zuriahati Mohd Yunos, Siti Mariyam Shamsuddin & Roselina Sallehuddin. 2008. Data Modeling for Kuala Lumpur Composite Index with ANFIS. Proceeding of IEEE Computer Society Press Second Asia International Conference on Modeling and Simulation, (AMS 2008) 13-15 May 2008 Page(s):609-614.
  11. Sarina Sulaiman, Siti Mariyam Shamsuddin, Abraham A. 2008. An Implementation of Rough Set in Optimizing Mobile Web Caching Performance, Tenth International Conference on Computer Modeling and Simulation, UKSiM/EUROSiM 2008, Cambridge, UK, IEEE Computer Society Press, USA, ISBN 0-7695-3114-8: 655-660.
  12. Anazida Zainal, Mohd Aizaini Maarof & Siti Mariyam Shamsuddin. 2008. Data Reduction and Ensemble Classifiers in Intrusion Detection . Proceeding of Second Asia International Conference on Modeling and Simulation, AMS 2008, IEEE Computer Society Press, USA.
  13. Fadni Forkan & Siti Mariyam Shamsuddin. 2008. Kohonen-Swarm Algorithm for Unstructure Data in Surface Reconstraction. IEEE Conference on Computer Graphics, Imaging and Visualization (CGIV08), 26-28 August, Gurney Hotel, Penang.
  14. Sarina Sulaiman, Siti Mariyam Shamsuddin & Ajith Abraham. Rough Set Granularity in Mobile Web Pre Caching. Proceeding of IEEE Computer Society Press on The 8th International Conference on Intelligent System Designs and Apllication (ISDA’08), Taiwan 26-28 November 2008.
  15. Lee Yiew Siang & Siti Mariyam Shamsuddin. Bounded PSO Vmax Function in Neural Network Learning. Proceeding of IEEE Computer Society Press on The 8th International Conference on Intelligent System Designs and Application (ISDA’08), Taiwan 26-28 ovember 2008.
  16. Roselina Sallehuddin, Siti Mariyam Shamsuddin & Siti Zaiton Mohd Hashim. Application of Grey Realtional Analysis for Multivariate Time Series Data, Proceeding of IEEE Computer Society Press on The 8th International Conference on Intelligent System Designs and Application (ISDA’08), Taiwan 26-28 November 2008.
  17. Anazida Zainal Mohd Aizaini Maarof, Siti Mariyam Shamsuddin & Ajith Abraham. Ensemble of One Class Classifiers for Improved Network Intrusion Detection Systems. Proceeding of IEEE Computer Society Press International Conference on Information Assurance Security (IAS’08), Taiwan 26-28 November 2008.
  18. Lee Zhi Sam, Mohd Aizaini Maarof, Ali Selamat & Siti Mariyam Shamsuddin. Enhance Term Weighting Algorithm as Feature Selection Technique for Illicit Web Content Classification. Proceeding of IEEE Computer Society Press International Conference on Intelligent System Design and Application (ISDA’08), Taiwan 26-28 November 2008.
  19. M.A. Malek, S.Haron,Siti Mariyam Shamsuddin & I. Mohamad. 2008. Imputation of Time Series Data via Kohonen Self Organizing Maps in the Presence of Missing Data. Proceeding og World Academy of Science, Engineering and Technology, 31(July):502-507,ISSN 1307-6884.
  20. Anazida Zainal, Mohd Aizaini Maarof & Siti Mariyam Shamsuddin. 2008. Data Reduction and Ensemble Classifiers in Intrusion Detection. Proceeding of IEEE Computer Society Press Second Asia International Conference on Modeling and Simulation , (AMS 2008), 13-15 May 2008 Page(s):591 – 596 (ISSN 978-0-7695-3136-6).
  21. Mohd Zakree Ahmad Nazri, Siti Mariyam Shamsuddin & Azuraliza Bakar. 2008. An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA. Proceeding of IEEE Computer Society Press International Conference on Intelligent System Designs and Application (ISDA’08), Taiwan 26-28 November, pp. 375-380 ( 978-0-7695-3382-7) .
  22. M.A.Malek,S. Haron,S.M.Shamsuddin & I.Mohamad. 2008. Reconstruction of Missing Daily Rainfall Data Using Unsupervised Neural Network.Proceedings of World Academy of Science, Engineering and Technology, 34(October):502-507, ISSN 2070-3740.
  23. Sarina Sulaiman, Siti Mariyam Shamsuddin & Ajith Abraham. 2008. Web Caching and Prefetching: What, Why, and How ? Proceeding of International Symposium on Information Technology (ITSim 2008) ISBN: 978-1-4244-2327-9, Volume: 4, pp. 1-8.

2007

  1. Siti Mariyam Shamsuddin. 2007. Biologically-Inspired Computing for Solving Problem in Pattern Recognition. International Conference on Mathematics Science (ICOMS) 28-29 May, Institute of Ibnu Sina, UTM.
  2. Hadi Mashinnchi & Siti Mariyam Shamsuddin. 2007. Genetically Tuned Fuzzy Backpropagation Learning Method Based on Derivation of Min-Max Funxtion for Fuzzy Neural Networks. International Conference on Genetic and Evolutionary Methods, GEM07, June 25-28, Las Vegas, USA.
  3. Hadi Mashinnchi & Siti Mariyam Shamsuddin. 2007. Genetic-Fuzzy Path Planning Approach for Autonomous Vehicle. International Conference on Computer and Instruments, CIM07, May 28-29, PERSADA, Johor.
  4. Hadi Mashinnchi & Siti Mariyam Shamsuddin. 2007. A Genetic-Based Fuzzy Regression Analysis: An Approach for Estimation of Software Source Code Size. Proceeding of 2nd International Conference on Informatics, KL.
  5. Hadi Mashinnchi & Siti Mariyam Shamsuddin. 2007. A Genetic Algorithm Approach for Solving Fuzzy Linear and Quadratic Equations. Proceeding of World Academy of Science, Engineering and Technology, 22:242-246.
  6. Azah Kamilah Muda, Siti Mariyam Shamsuddin & Maslina Darus, 2007. Embedded Scale United Moment Invariant for Identification of Handwriting Individuality. International Conforence on Computational Science and Applications (ICCSA 2007), 26th – 30th August, Sunway Resort Hotel.
  7. Zainal, A., Maarof, M.A and Shamsuddin, S.M. 2007. Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection. International Conforence on Computational Science andApplications (ICCSA 2007), 26th – 30th August, Sunway Resort Hotel.
  8. Bakhtiar Jamili Zaini, Siti Mariyam Shamsuddin & Saiful Hafizah Jaaman. Comparison between Rough Set Theory and Logistic Regression for Classifying Firm’s Performance. Proceeding of International Conference on Mathematical Sciences, Equatorial Hotel, Bangi 28 – 29th November 2007.
  9. Siti Mariyam Shamsuddin. 2007. General Purpose Deformation Parameter for Image Invariancenss and Gait Analysis. Proc. Of Malaysian-Japan International Symposium on Advanced Technology, 12-15 November, Seri Pacific Hotel, Kuala Lumpur.
  10. Ummu Salamah Mohamad, Siti Mariyam Shamsuddin & Ramlan Mahmod. 2007. Data Normalization for Speaker Dependent Recognition. Proc. Of Malaysian-Japan International Symposium on Advanced Technology, 12-15 November, Seri Pacific Hotel, Kuala Lumpur.
  11. Lee Zhi Sam, Mohd Aizaini Maarof, Ali Selamat & Siti Mariyam Shamsuddin. 2007. Pornography Websites Classification Using Principal Component Analysis with Neural Network Proc. Of Malaysian-Japan International Symposium on Advanced Technology, 12-15 November, Seri Pacific Hotel, Kuala Lumpur.
  12. Ahmad N. and Shamsuddin S.M. 2007.  Mapping student learning characteristics into integrated Felder Silverman learning style using neural network. Proceedings of 1st International Malaysian Educational Technology Convention, Malaysia. 2-5 November.

2006

  1. Azah Kamilah Muda & Siti Mariyam Shamsuddin. 2006. Bio-Inspired Generalized Global Shape Approach for Writer Identification. Proceeding of The 3rd International Conference on Computer Science, Venice 24th -26th November 2006.
  2. Ang Swee Wen, Siti Mariyam Shamsuddin & Yahya Samian. 2006.  IEEE Proceeding of International Conference on Computer Graphics, Imaging and Visualization, University of Sydney Technology, 26-29 July.
  3. Nurul Hazra Abdul Salam & Siti Mariyam Shamsuddin. 2006. Bio-Inspired Computing for Solving Inverse Kinematics of 3D Human Walking. Proceeding of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and South-East Asia (GRAPHITE 2006), 29/11-2/12 KLCC, pp: 13-18.
  4. Sarina Sulaiman & Siti Mariyam Shamsuddin. 2006. A Feasible Benchmark of  Graphical User Interface for 3D Modeling Software. Proceeding of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and South-East Asia (GRAPHITE 2006), 29/11-2/12 KLCC, pp: 1-12.
  5. Mohamad Azam Rana, Halim Setan & Siti Mariyam Shamsuddin. 2006. Hard Tissue Reconstruction for Craniofacial Surgery Planning. Proceeding of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and South-East Asia (GRAPHITE 2006), 29/11-2/12 KLCC, pp: 35-40.
  6. Syaiful Nizam Yahya, Norhaida Mohd Suaib & Siti Mariyam Shamsuddin. 2006. Dynamic Selection Based Method for Physical Based Deformation. Proceeding of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and South-East Asia (GRAPHITE 2006), 29/11-2/12 KLCC, pp: 25-28.
  7. Suryanti Awang & Siti Mariyam Shamsuddin. 2006. 3D Human Movement Modeling Using Neural Network. Proceeding of the International Conference on Computing and Informatics, Legend Hotel, 6th -8th June.
  8. Anazida Zainal, Mohd Aizaini Maarof & Siti Mariyam Shamsuddin. 2006. Feature Reduction Using Rough Set. IEEE Proceeding of the 10th TENCON, Hongkong, 14-17 November.
  9. Marlinda Malek, Sobri Harun & Siti Mariyam Shamsuddin. Unsupervised NN and Its Application to Impute Missing Daily Rainfall Data. Proceeding of the 2nd Southeast Asian Natural Resources and Environmental Management Conference, KK Sabah, pp: 179-185.

 2005

  1. Ang Swee Wen, Siti Mariyam Shamsuddin & Yahya Samian. 2005. SHIP HULL FITTING USING NURBS.  IEEE Proceeding of International Conference on Computer Graphics, Imaging and Visualization, pp:431-436, Institute of Automation, Chinese Academic of Science, Beijing, China, 26-29 July.
  2. S. M. Shamsuddin & A. R. Ismail. 2005. Modified Negative Selection Algorithm in Artificial Immune Systems for Classification Problems. Proceeding of the 21st Interntional Conference on MECHATRONICS, ICOM’05, 10-12 May, Pan Pacific Hotel, Kuala Lumpur.
  3. Farhan Mohamed, Siti Mariyam Shamsuddin & Abdul Samad Ismail. 2005. Smart Web Cache Prefetching with Multilayer Perceptron (MLP) Network. Proceedings of The 1st IMT-GT Regional Conference on Mathematics, Statistics and Their Applications, pp: 555-567.
  4. Nor Bahiah Ahmah, Siti Mariyam Shamsuddin & Siti Zaiton Mohd Hashim. 2005. Rough Set Generation for Identifying Status of Students Knowledge Acquisition. Proceeding of International Symposium on Bio-Inspired Computing, 5-7th September, Puteri Pan Pacific Hotel, Johor Bahru.
  5. Anazida Zainal, Mohd Aizaini Maarof & Siti Mariyam Shamsuddin. 2005. How AIS Addresses Adaptability in IDS. Proceeding of International Symposium on Bio-Inspired Computing, 5-7th September, Puteri Pan Pacific Hotel, Johor Bahru.
  6. S.Z. Mohd Hashim & S. M. Shamsuddin. 2005. System Identification of Flexible Structures using Neural Networks. Proceeding of International Symposium on Bio-Inspired Computing, 5-7th September, Puteri Pan Pacific Hotel, Johor Bahru.
  7. Norhalina Senan, Rahayu A.. Hamid, Naomie Salim & Siti Mariyam Shamsuddin. Compound Bioactivity Classification using Neural Network, SVM & Rough Sets. Proceeding of International Symposium on Bio-Inspired Computing, 5-7th September, Puteri Pan Pacific Hotel, Johor Bahru.
  8. Azah Kamilah Muda & Siti Mariyam Shamsuddin. 2005. A Framework of Artificial Immune System in Writer Identification. Proceeding of International Symposium on Bio-Inspired Computing, 5-7th September, Puteri Pan Pacific Hotel, Johor Bahru.
  9. Mohd Shahrizal Sunar, Muhamad Azam Rana, Siti Mariyam Hj. Shamsuddin. 2005. “RekAwan: An Interactive Cloud Modelling Editor for Games”. Proceeding of CyberGames 2005: International Workshop on Games Research and Development.

2004

  1. Mahmoud Ali Ahmed, Yahya Samian & Siti Mariyam Shamsuddin. 2004. Ship Surface Generations Using NURBS with Hybrid Parameterization Method. Proceeding of the 4th Regional Conference on Marine Technology, Hotel Regency, 7-9 September, Session IIIB : Computer Applications & AI in Marine Technology : 11-17.
  2. Siti Mariyam Shamsuddin & Mahmood Ali Ahmed. 2004. A Hybrid Parameterization Method for NURBS. IEEE Proceeding of International Conference on Computer Graphics, Imaging and Visualization, pp:15-20, Universiti Sains Malaysia, Penang 26-29 July.
  3. Tan Shuen Chuan, Siti Mariyam Shamsuddin & Jumail Taliba. 2004. A Simple Block Segmentation on Disconnected and Unbroken Digits. Proceeding of International Conference on Computer Graphics, Imaging and Visualization, pp: 287-292, Universiti Sains Malaysia, Penang 26-29 July.
  4. Lim Wen Peng & Siti Mariyam Shamsuddin. 2004. 3D Object Reconstruction and Representation Using Neural Networks. ACM Proceeding of International Conference on Computer Graphics and Iteractive Techniques in Australasia and Southeast Asia, pp: 139-147, Nanyang Technology Universiti, Singapore, 14-16 June (6 citations).
  5. Kok Yit Pong & Siti Mariyam Shamsuddin. 2004. Rough Sets for Predicting the Kuala Lumpur Stock Exchange Composite Index Returns. Proc. of Intern. Conference in Knowledge Management (KMICE), Penang, 14-15 Febuary.

2003

  1. Puteh Saad, Fadni Forkan & Siti Mariyam Hj. Shamsuddin. 2003. Enhancement of Neural Network Convergence with Hidden Layer and Memory Part Control. Proc. Of the International Conference on Robotics, Vision, Information and Signal Processing, Jan 22-24, Penang, pp: 222-231.
  2. Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar & Maslina Darus. 2003. Satu Pendekatan Teori Set Kasar dalam Pembuatan Keputusan (Aplikasi Terhadap Pencaman Simbol Matematik). Proc. Intern. Conference on Mathematics and Its Applications, Hotel Equatorial, Bangi, 2-4 April.
  3. Azuraliza Abu Bakar & Siti Mariyam Shamsuddin, 2003. Rough Discretization Approach in Profitability Analysis For Neural Classifier. Proceeding of International Symposium on Information Technology, Crown Princess Hotel, Kuala Lumpur, pp : 138-147.
  4. Habibollah Haron, Dzulkifli Mohamad & Siti Mariyam Shamsuddin.16-18th July 2003. Applying Chain Code Algorithm In Extracting Geometric Entities of Line Drawing. International Conference Geometric Modelling & Graphics- GMAG03, London, UK.

2002

  1. Siti Mariyam Hj. Shamsuddin & Maslina Darus. 2002. Deformation Images with Shearing Invariants. The Proc. Of The 2002 International Arab Conference on Information Technology (ACIT’2002), 16-19 December,University of Qatar, pp : 108-114.
  2. Puteh Saad, Safaai Deris, Dzulkifli Mohamad & Siti Mariyam Hj. Shamsuddin. 2002. Complex Image Recognition Based On Discretized and Undiscretized Features – A Comparison. Proceeding Intern. Conf. On AI in Engineering and Technology (ICAIET-2002), 17-18 June, Universiti Malaysia Sabah, pp 171-177.
  3. Gunadi W. Nurcahyo, Rose Alinda Alias, Siti Mariyam Hj. Shamsuddin & Mohd. Noor Md. Sap. 2002. Vehicle Routing Problem For Public Transport : A Case Study. Proc. Of the 2002 International Technical Conf. On Circuits/Systems, Computers and Communications, Phuket, Thailand, 16-19 July, pp : 1180-1183.

2000

  1. Siti Mariyam Hj. Shamsuddin, Md. Nasir Sulaiman, Maslina Darus, Ramlan Mahmod, & Fatimah Ahmad. 2000. Shearing Invariant Moments for Logo Trademarks. Proceedings of The New Millennium International Conference on Pattern Recognition, Image Processing and Robot Vision, 14 – 15 May, Terengganu Advanced Technical Institutes, pp 134-139.

1999

  1. Siti Mariyam Hj. Shamsuddin, Md. Nasir Sulaiman, Maslina Darus, Ramlan Mahmod, & Fatimah Ahmad. 1999. A Generalization of A New Scaled Invariant Moments For Deformation Digits. Proceeding. of  Intern. Conf. on Robotics, Vision & Parallel Processing, Universiti Sains Malaysia, Perak, July 16th  – July 18th , pp 513 – 521.
Research Ecosystem
Universiti Teknologi Malaysia UTM Nexus - Research & Innovation

Office of Deputy Vice Chancellor (Research & Innovation)

DVCRI Profile Johor Bahru Office Kuala Lumpur Office

Higher Institution Centre of Excellence (HI-COE)

Advance Membrane Technology Research Centre - AMTEC Institute of Noise & Vibration - INV Wireless Communication Centre - WCC

Research Institute

Institute for Future Energy - IFE

Research Centre

Centre of Hydrogen Energy - CHE Centre of Electrical Energy System - CEES UTM Ocean Thermal Energy Centre - OTEC
Research Institute for Sustainable Environment - RISE

Research Centre

Centre for Innovative Planning & Development - CiPD Centre for River & Coastal Engineering - CRCE Centre for Environmental Sustainability and Water Security - IPASA Geosciences & Digital Earth Centre - INSTeG Process System Engineering Centre - PROSPECT
Institute for Vehicle System & Engineering - IVeSE

Research Centre

Aeronautics Research Centre - AEROLAB Automotive Development Centre - ADC Marine Technology Centre - MTC UTM Centre for Low Carbon Transportation in Cooperation with Imperial College London - LoCARtic
Ibnu Sina Institute for Scientific & Industrial Research - ISI-SIR

Research Centre

Centre for Sustainable Nanomaterials - CSNano UTM-Centre for Industrial & Applied Mathematics - UTM CIAM Laser Centre - LASER Centre of Research for Fiqh Science & Technology - CFiRST Centre of Lipids Engineering and Applied Research - CLEAR UTM Big Data Centre - BDC
Institute of Human Centered Engineering - iHumEn

Research Centre

Sports Innovation & Technology Centre - SITC Medical Device & Technology Centre - MEDITEC IJN-UTM Cardiovascular Engineering Centre - CARDIO UTM-IRDA Media & Game Innovation Centre of Excellence - MaGICX
Institute for Smart Infrastructure & Innovative Construction - ISIIC

Research Centre

Center for Real Estate Studies - CRES UTM Construction Research Centre - CRC Centre for the Study of Built Environment in the Malay World - KALAM Centre for Forensic Engineering - FEC Tropical Geoengineering Centre - GEOTROPIK

Centre of Excellence (COE)

Institute of High Voltage & High Current - IVAT UTM-MPRC Institue for Oil & Gas - IFOG Centre for Artificial Intelligence & Robotics - CAIRO Centre for Engineering Education - CEE Centre for Advanced Composite Materials - CACM Innovation Centre in Agritechnology for Advanced Bioprocessing - ICA Institute of Bioproduct Development - IBD

Service Entity

Research Management Centre - RMC Penerbit UTM Press Centre for Community & Industry Network - CCIN Innovation & Commercialisation Centre - ICC University Laboratory Management Centre - PPMU Institut Sultan Iskandar - UTM-ISI

Get the latest news & events

Customer Satisfaction Index