Siti Mariyam Hj. Shamsuddin

Zahra Beheshti, Siti Mariyam Hj. Shamsuddin, Shafaatunnur Hasan: MPSO: Median-oriented Particle Swarm Optimization. Applied Mathematics and Computation 219(11): 5817-5836 (2013)

Sultan Noman Qasem, Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim, Maslina Darus, Eiman Tamah Al-Shammari: Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems. Inf. Sci. 239: 165-190 (2013)

Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samad Ismail: Intelligent Web proxy caching approaches based on machine learning techniques. Decision Support Systems 53(3): 565-579 (2012)

D. F. Sameon, Siti Mariyam Shamsuddin, Roselina Sallehuddin, Anazida Zainal: Compact classification of optimized Boolean reasoning with Particle Swarm Optimization. Intell. Data Anal. 16(6): 915-931 (2012)

Sultan Noman Qasem, Siti Mariyam Shamsuddin, Azlan Mohd Zain: Multi-objective hybrid evolutionary algorithms for radial basis function neural network design. Knowl.-Based Syst. 27: 475-497 (2012)

Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samed Ismail: Intelligent Naïve Bayes-based approaches for Web proxy caching. Knowl.-Based Syst. 31: 162-175 (2012)

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Shamsuddin, Ajith Abraham: Design of Adaptive IDS with Regulated Retraining Approach. AMLTA 2012: 590-600

Nilam Nur Amir Sjarif, Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim: A framework of multi-objective particle swarm optimization in motion segmentation problem. DICTAP 2012: 93-98

Sarina Sulaiman, Siti Mariyam Shamsuddin, Nor Bahiah Ahmad, Ajith Abraham: Meaningless to meaningful Web log data for generation of Web pre-caching decision rules using Rough Set. DMO 2012: 91-98

Vazeerudeen Abdul Hameed, Siti Mariyam Shamsuddin: Faster Computation of Non-zero Invariants from Graph Based Method. ICIC (3) 2012: 272-279

Roselina Sallehuddin, Siti Mariyam Shamsuddin, Noorfa Haszlinna Mustafa: Enhancing Forecasting Performance of Multivariate Time Series Using New Hybrid Feature Selection. ICIC (3) 2012: 373-380

Nasser Omer Sahel Ba-Karait, Siti Mariyam Shamsuddin, Rubita Sudirman: EEG Signals Classification Using a Hybrid Method Based on Negative Selection and Particle Swarm Optimization. MLDM 2012: 427-438

Abdul Razak Hamdan, Siti Mariyam Shamsuddin, Azuraliza Abu Bakar, Zulaiha Ali Othman, Fazel Famili, Mohd Zakree Ahmad Nazri, Salwani Abdullah, Mohamed Rawidean Mohd Kassim (Eds.): 4th Conference on Data Mining and Optimization, DMO 2012, Langkawi, Malaysia, September 2-4, 2012. IEEE 2012, isbn 978-1-4673-2717-6

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin: Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis. Appl. Soft Comput. 11(1): 1427-1438 (2011)

Sultan Noman Qasem, Siti Mariyam Shamsuddin: Memetic Elitist Pareto Differential Evolution algorithm based Radial Basis Function Networks for classification problems. Appl. Soft Comput. 11(8): 5565-5581 (2011)

Shafaatunnur Hasan, Siti Mariyam Shamsuddin: Multistrategy Self-Organizing Map Learning for Classification Problems. Comp. Int. and Neurosc. 2011 (2011)

Waleed Ali Ahmedand, Siti Mariyam Shamsuddin: Neuro-fuzzy system in partitioned client-side Web cache. Expert Syst. Appl. 38(12): 14715-14725 (2011)

Ali Selamat, Zhi-Sam Lee, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin: Improved Web Page Identification Method Using Neural Networks. International Journal of Computational Intelligence and Applications 10(1): 87-114 (2011)

Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah: A hybrid approach for learning concept hierarchy from Malay text using artificial immune network. Natural Computing 10(1): 275-304 (2011)

Waleed Ali Ahmedand, Siti Mariyam Shamsuddin, Abdul Samed Ismail: Patterns analysis and classification for Web proxy cache. HIS 2011: 97-102

Aida Ali, Siti Mariyam Shamsuddin, Anca L. Ralescu, Sofia Visa: Fuzzy classifier for classification of medical data. HIS 2011: 173-178

Ismail Ahmed A. Al-Hadi, Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin: Bacterial Foraging Optimization Algorithm for neural network learning enhancement. HIS 2011: 200-205

Nilam Nur Amir Sjarif, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim, Siti Sophiayati Yuhaniz: Crowd Analysis and Its Applications. ICSECS (1) 2011: 687-697

Haza Nuzly Abdull Hamed, Nikola Kasabov, Siti Mariyam Shamsuddin, Harya Widiputra, Kshitij Dhoble: An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification. IJCNN 2011: 2653-2656

Hamid Rastegari, Siti Mariyam Shamsuddin: An immune system approach to personalize search results. ISDA 2011: 112-117

Tai-Hoon Kim, Hojjat Adeli, Alfredo Cuzzocrea, Tughrul Arslan, Yanchun Zhang, Jianhua Ma, Kyo-Il Chung, Siti Mariyam Hj. Shamsuddin, Xiaofeng Song (Eds.): Database Theory and Application, Bio-Science and Bio-Technology - International Conferences, DTA and BSBT 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2001 in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings. Communications in Computer and Information Science 258, Springer 2011, isbn 978-3-642-27156-4

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham: Data Warehousing for Rough Web Caching and Pre-fetching. GrC 2010: 443-448

Mostafa Erfani, Afshin Ghanizadeh, Amir Atapour Abarghouei, Saman Sinaie, Siti Mariyam Hj. Shamsuddin: A Modified PSO Method Enhanced with Fuzzy Inference System for Solving the Planar Graph Coloring Problem. IC-AI 2010: 160-165

Norsharina Abu Bakar, Siti Mariyam Hj. Shamsuddin, Aida Ali: An Integrated Formulation of Zernike Representation in Character Images. IEA/AIE (3) 2010: 359-368

Afshin Ghanizadeh, Saman Sinaie, Amir Atapour Abarghouei, Emadaldin Mozafari Majd, Siti Mariyam Hj. Shamsuddin: A Robust Fuzzy and Cellular Learning Automata Edge Detection and Enhancement Method. IPCV 2010: 551-556

Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin: A comparative analysis of mining techniques for automatic detection of student's learning style. ISDA 2010: 877-882

Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar: Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text. RSKT 2010: 453-461

Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim: Forecasting Small Data Set Using Hybrid Cooperative Feature Selection. UKSim 2010: 80-85

Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, Ajith Abraham: Granular Mining of Student's Learning Behavior in Learning Management System Using Rough Set Technique. Computational Intelligence for Technology Enhanced Learning 2010: 99-124

Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin: Hybrid Grey Relational Artificial Neural Network and Auto Regressive Integrated Moving Average Model for Forecasting Time-Series Data. Applied Artificial Intelligence 23(5): 443-486 (2009)

Abdul Rahman Ibrahim, Siti Mariyam Hj. Shamsuddin, Aida Ali: Improving Non-Uniform Rational B-splines' Knot Removal with Particle Swarm Optimization. CGIV 2009: 24-27

Delint Ira Setyo Adi, Siti Mariyam Hj. Shamsuddin, Aida Ali: Particle Swarm Optimization for NURBS Curve Fitting. CGIV 2009: 259-263

Anazida Zainal, Den Fairol Samaon, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin: Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection. IAS 2009: 683-686

Waleed Ali, Siti Mariyam Shamsuddin: Neuro-fuzzy system in web client-side caching. AICCSA 2009: 888-895

Rela Puteri Pamungkas, Siti Mariyam Hj. Shamsuddin: Weighted Central Moment for Pattern Recognition: Derivation, Analysis of Invarianceness, and Simulation Using Letter Characters. Asia International Conference on Modelling and Simulation 2009: 102-106

Mohamad Firdaus Ab Aziz, Siti Mariyam Hj. Shamsuddin, Razana Alwee: Enhancement of Particle Swarm Optimization in Elman Recurrent Network with Bounded Vmax Function. Asia International Conference on Modelling and Simulation 2009: 125-130

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Fadni Bin Forkan, Ajith Abraham, Shahida Sulaiman: Intelligent Web Caching for E-learning Log Data. Asia International Conference on Modelling and Simulation 2009: 136-141

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin: Improving performance of radial basis function network based with particle swarm optimization. IEEE Congress on Evolutionary Computation 2009: 3149-3156

Azah Kamilah Muda, Siti Mariyam Hj. Shamsuddin, Maslina Darus: Mining generalized features for writer identification. DMO 2009: 32-36

Fajri Kurniawan, Amjad Rehman, Dzulkifli Mohamad, Siti Mariyam Hj. Shamsuddin: Self Organizing Features Map with Improved Segmentation to Identify Touching of Adjacent Characters in Handwritten Words. HIS (1) 2009: 475-480

Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah: A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network. ICARIS 2009: 315-328

Saman Sinaie, Afshin Ghanizadeh, Emadaldin Mozafari Majd, Siti Mariyam Shamsuddin: A Hybrid Edge Detection Method Based on Fuzzy Set Theory and Cellular Learning Automata. ICCSA Workshops 2009: 208-214

Rela Puteri Pamungkas, Siti Mariyam Hj. Shamsuddin: Weighted Aspect Moment Invariant in Pattern Recognition. ICCSA (2) 2009: 806-818

Haza Nuzly Abdull Hamed, Nikola Kasabov, Zbynek Michlovský, Siti Mariyam Hj. Shamsuddin: String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization. ICONIP (2) 2009: 611-619

Bariah Yusob, Siti Mariyam Hj. Shamsuddin, Nor Bahiah Ahmad: Developing Student Model Using Kohonen Network in Adaptive Hypermedia Learning System. ISDA 2009: 938-943

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin: Hybrid Learning Enhancement of RBF Network Based on Particle Swarm Optimization. ISNN (3) 2009: 19-29

Waleed Ali, Siti Mariyam Hj. Shamsuddin: Intelligent Client-Side Web Caching Scheme Based on Least Recently Used Algorithm and Neuro-Fuzzy System. ISNN (2) 2009: 70-79

Norsharina Abu Bakar, Siti Mariyam Hj. Shamsuddin: United Zernike Invariants for Character Images. IVIC 2009: 498-509

Siti Mariyam Hj. Shamsuddin, Razana Alwee, Maslina Darus: Study of Cost Functions in Three Term Backpropagation for Classification Problems. NaBIC 2009: 564-570

Saiful Hafizah Jaaman, Shu Chiet Ng, Noriszura Ismail, Siti Mariyam Hj. Shamsuddin: Insolvency Prediction Model using Artificial Neural Network for Malaysian General Insurers. NaBIC 2009: 584-589

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham: Rough Neuro-PSO Web Caching and XML Prefetching for Accessing Facebook from Mobile Environment. NaBIC 2009: 884-889

Nanna Suryana Herman, I. Yusuf, Siti Mariyam Hj. Shamsuddin: Genetic Algorithms and Designing Membership Function in Fuzzy Logic Controllers. NaBIC 2009: 1753-1758

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin: Improving Generalization of Radial Basis Function Network with Adaptive Multi-Objective Particle Swarm Optimization. SMC 2009: 534-540

Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin: Grey Relational with BP PSO For Time Series Forecasting. SMC 2009: 4895-4900

Babak Behravesh, Siti Mariyam Shamsuddin, Anazida Zainal: Rule Modeling Engine for Optimizing Complex Event Processing Patterns. SoCPaR 2009: 128-135

Amir Atapour Abarghouei, Afshin Ghanizadeh, Saman Sinaie, Siti Mariyam Shamsuddin: A Survey of Pattern Recognition Applications in Cancer Diagnosis. SoCPaR 2009: 448-453

Haza Nuzly Abdull Hamed, Nikola Kasabov, Siti Mariyam Shamsuddin: Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization. SoCPaR 2009: 695-698

Hamid Rastegari, Siti Mariyam Shamsuddin: Review of Artificial Immune System in Web Personalization. SoCPaR 2009: 699-702

M. Hadi Mashinchi, Siti Mariyam Hj. Shamsuddin: Three-Term Fuzzy Back-Propagation. Foundations of Computational Intelligence (1) 2009: 143-158

Sultan Noman Noman, Siti Mariyam Hj. Shamsuddin, Aboul Ella Hassanien: Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization. Foundations of Computational Intelligence (1) 2009: 381-397

Ajith Abraham, Azah Kamilah Muda, Nanna Suryana Herman, Siti Mariyam Shamsuddin, Yun-Huoy Choo (Eds.): First International Conference of Soft Computing and Pattern Recognition, SoCPaR 2009, Malacca, Malaysia, December 4-7, 2009. IEEE 2009, isbn 978-1-4244-5330-6

Fadni Bin Forkan, Siti Mariyam Hj. Shamsuddin: Kohonen-Swarm Algorithm for Unstructured Data in Surface Reconstruction. CGIV 2008: 5-11

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, Ajith Abraham: Ensemble of One-Class Classifiers for Network Intrusion Detection System. IAS 2008: 180-185

M. Hadi Mashinchi, Siti Mariyam Hj. Shamsuddin: A connectionist system approach for learning logic programs. AICCSA 2008: 852-855

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin: Data Reduction and Ensemble Classifiers in Intrusion Detection. Asia International Conference on Modelling and Simulation 2008: 591-596

Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim: Hybridization Model of Linear and Nonlinear Time Series Data for Forecasting. Asia International Conference on Modelling and Simulation 2008: 597-602

Zuriahati Mohd Yunos, Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin: Data Modeling for Kuala Lumpur Composite Index with ANFIS. Asia International Conference on Modelling and Simulation 2008: 609-614

Nasser Omer Sahel Ba-Karait, Siti Mariyam Hj. Shamsuddin: Handwritten Digits Recognition Using Particle Swarm Optimization. Asia International Conference on Modelling and Simulation 2008: 615-619

Mohamad Firdaus Ab Aziz, Haza Nuzly Abdull Hamed, Siti Mariyam Hj. Shamsuddin: Augmentation of Elman Recurrent Network Learning with Particle Swarm Optimization. Asia International Conference on Modelling and Simulation 2008: 625-630

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Fadni Bin Forkan, Ajith Abraham: Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm. Asia International Conference on Modelling and Simulation 2008: 642-647

Zhi-Sam Lee, Mohd Aizaini Maarof, Ali Selamat, Siti Mariyam Hj. Shamsuddin: Enhance Term Weighting Algorithm as Feature Selection Technique for Illicit Web Content Classification. ISDA (2) 2008: 145-150

Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar: An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA. ISDA (1) 2008: 375-380

Roselina Sallehuddin, Siti Mariyam Hj. Shamsuddin, Siti Zaiton Mohd Hashim: Application of Grey Relational Analysis for Multivariate Time Series. ISDA (2) 2008: 432-437

Y. S. Lee, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdull Hamed: Bounded PSO Vmax Function in Neural Network Learning. ISDA (1) 2008: 474-479

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham, Shahida Sulaiman: Rough Set Granularity in Mobile Web Pre-caching. ISDA (1) 2008: 587-592

Azah Kamilah Muda, Siti Mariyam Hj. Shamsuddin, Maslina Darus: Invariants Discretization for Individuality Representation in Handwritten Authorship. IWCF 2008: 218-228

Sarina Sulaiman, Siti Mariyam Hj. Shamsuddin, Ajith Abraham: An Implementation of Rough Set in Optimizing Mobile Web Caching Performance. UKSim 2008: 655-660

Diego Gutierrez, Siti Mariyam Hj. Shamsuddin: Guest editorial. The Visual Computer 23(7): 451-452 (2007)

M. Hadi Mashinchi, M. Reza Mashinchi, Siti Mariyam Hj. Shamsuddin, Witold Pedrycz: Genetically Tuned Fuzzy Back-propagation Learning Method Based On Derivation Of Min-max Function For Fuzzy Neural Networks. GEM 2007: 213-212

Azah Kamilah Muda, Siti Mariyam Hj. Shamsuddin, Maslina Darus: Embedded Scale United Moment Invariant for Identification of Handwriting Individuality. ICCSA (1) 2007: 385-396

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin: Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection. ICCSA (1) 2007: 512-524

Ang Swee Wen, Siti Mariyam Hj. Shamsuddin, Yahya Samian: Optimized NURBS Ship Hull Fitting using Simulated Annealing. CGIV 2006: 484-489

Y. T. Lee, Siti Mariyam Hj. Shamsuddin, Diego Gutierrez, Norhaida Mohd. Suaib (Eds.): Proceedings of the 4th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2006, Kuala Lumpur, Malaysia, November 29 - December 2, 2006. ACM 2006, isbn 1-59593-564-9

Habibollah Haron, Siti Mariyam Hj. Shamsuddin, Dzulkifli Mohamad: A new corner detection algorithm for chain code representation. Int. J. Comput. Math. 82(8): 941-950 (2005)

Ang Swee Wen, Siti Mariyam Hj. Shamsuddin, Yahya Samian: Ship Hull Fitting Using NURBS. CGIV 2005: 431-436

Siti Mariyam Hj. Shamsuddin, Mahmoud Ali Ahmed: A Hybrid Parameterization Method for NURBS. CGIV 2004: 15-20

Lim Wen Peng, Siti Mariyam Hj. Shamsuddin: 3D object reconstruction and representation using neural networks. GRAPHITE 2004: 139-147

Siti Mariyam Hj. Shamsuddin, Md Nasir Sulaiman, Maslina Darus: Invarianceness of Higher Order Centralised Scaled-invariants Undergo Basic Transformations. Int. J. Comput. Math. 79(1): 39-48 (2002)

Puteh Saad, Siti Mariyam Hj. Shamsuddin, Safaai Deris, Dzulkifli Mohamad: Rough Set on Trademark Images for Neural Network Classifier. Int. J. Comput. Math. 79(7): 789-796 (2002)