Feature extraction with an improved scale-invariants for deformation digits. - Siti Mariyam Hj. Shamsuddin; Md Nasir Sulaiman; Maslina Darus (Int. J. Comput. Math., 2000)

Improved Scale-Invariant Moments for Deformation Digits. - Siti Mariyam Hj. Shamsuddin; Md Nasir Sulaiman; Maslina Darus (Int. J. Comput. Math., 2000)

An improved error signal for the backpropagation model for classification problems. - Siti Mariyam Hj. Shamsuddin; Md Nasir Sulaiman; Maslina Darus (Int. J. Comput. Math., 2001)

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

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

A Hybrid Parameterization Method for NURBS. - Siti Mariyam Hj. Shamsuddin; Mahmoud Ali Ahmed (CGIV, 2004)

3D object reconstruction and representation using neural networks. - Lim Wen Peng; Siti Mariyam Hj. Shamsuddin (GRAPHITE, 2004)

Ship Hull Fitting Using NURBS. - Ang Swee Wen; Siti Mariyam Hj. Shamsuddin; Yahya Samian (CGIV, 2005)

A new corner detection algorithm for chain code representation. - Habibollah Haron; Siti Mariyam Hj. Shamsuddin; Dzulkifli Bin Mohamad (Int. J. Comput. Math., 2005)

Optimized NURBS Ship Hull Fitting using Simulated Annealing. - Ang Swee Wen; Siti Mariyam Hj. Shamsuddin; Yahya Samian (CGIV, 2006)

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

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

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

Guest editorial. - Diego Gutierrez; Siti Mariyam Hj. Shamsuddin (Vis. Comput., 2007)

Kohonen-Swarm Algorithm for Unstructured Data in Surface Reconstruction. - Fadni Bin Forkan; Siti Mariyam Hj. Shamsuddin (CGIV, 2008)

Ensemble of One-Class Classifiers for Network Intrusion Detection System. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin; Ajith Abraham (IAS, 2008)

A connectionist system approach for learning logic programs. - M. Hadi Mashinchi; Siti Mariyam Hj. Shamsuddin (AICCSA, 2008)

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

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

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

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

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

Data Reduction and Ensemble Classifiers in Intrusion Detection. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin (Asia International Conference on Modelling and Simulation, 2008)

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 (ISDA (2), 2008)

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

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

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

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

Invariants Discretization for Individuality Representation in Handwritten Authorship. - Azah Kamilah Muda; Siti Mariyam Hj. Shamsuddin; Maslina Darus (IWCF, 2008)

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

Particle Swarm Optimization for NURBS Curve Fitting. - Delint Ira Setyo Adi; Siti Mariyam Hj. Shamsuddin; Aida Ali (CGIV, 2009)

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

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

Neuro-fuzzy system in web client-side caching. - Waleed Ali 001; Siti Mariyam Shamsuddin (AICCSA, 2009)

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

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

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

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

Mining generalized features for writer identification. - Azah Kamilah Muda; Siti Mariyam Hj. Shamsuddin; Maslina Darus (DMO, 2009)

The Application of Genetic Algorithm into Membership Function FLC Used Floating Point. - Ismail Yusuf; Nanna Suryana Herman; Siti Mariyam Hj. Shamsuddin (FCST, 2009)

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 (HIS (1), 2009)

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

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

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

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

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

Intelligent Client-Side Web Caching Scheme Based on Least Recently Used Algorithm and Neuro-Fuzzy System. - Waleed Ali 001; Siti Mariyam Hj. Shamsuddin (ISNN (2), 2009)

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

United Zernike Invariants for Character Images. - Norsharina Abu Bakar; Siti Mariyam Hj. Shamsuddin (IVIC, 2009)

Genetic Algorithms and Designing Membership Function in Fuzzy Logic Controllers. - Nanna Suryana Herman; Ismail Yusuf; Siti Mariyam Hj. Shamsuddin (NaBIC, 2009)

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

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

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

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

Grey Relational with BP PSO For Time Series Forecasting. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin (SMC, 2009)

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

Rule Modeling Engine for Optimizing Complex Event Processing Patterns. - Babak Behravesh; Siti Mariyam Shamsuddin; Anazida Binti Zainal (SoCPaR, 2009)

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

Review of Artificial Immune System in Web Personalization. - Hamid Rastegari; Siti Mariyam Shamsuddin (SoCPaR, 2009)

Hybrid Grey Relational Artificial Neural Network and Auto Regressive Integrated Moving Average Model for Forecasting Time-Series Data. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin (Appl. Artif. Intell., 2009)

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

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

Intelligent Mobile Web Pre-fetching (IMWeP) using XML technology. - Sarina Sulaiman; Siti Mariyam Shamsuddin; Ajith Abraham; Shahida Sulaiman (CISIM, 2010)

Data Warehousing for Rough Web Caching and Pre-fetching. - Sarina Sulaiman; Siti Mariyam Hj. Shamsuddin; Ajith Abraham (GrC, 2010)

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

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

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

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

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

Forecasting Small Data Set Using Hybrid Cooperative Feature Selection. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin; Siti Zaiton Mohd Hashim (UKSim, 2010)

Probabilistic Evolving Spiking Neural Network Optimization Using Dynamic Quantum-inspired Particle Swarm Optimization. - Haza Nuzly Abdull Hamed; Nikola K. Kasabov; Siti Mariyam Shamsuddin (Aust. J. Intell. Inf. Process. Syst., 2010)

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

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

Patterns analysis and classification for Web proxy cache. - Waleed Ali 001; Siti Mariyam Shamsuddin; Abdul Samed Ismail (HIS, 2011)

Fuzzy classifier for classification of medical data. - Aida Ali; Siti Mariyam Shamsuddin; Anca L. Ralescu; Sofia Visa (HIS, 2011)

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

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

An immune system approach to personalize search results. - Hamid Rastegari; Siti Mariyam Shamsuddin (ISDA, 2011)

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

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

Multistrategy Self-Organizing Map Learning for Classification Problems. - Shafaatunnur Hasan; Siti Mariyam Shamsuddin (Comput. Intell. Neurosci., 2011)

Neuro-fuzzy system in partitioned client-side Web cache. - Waleed Ali Ahmed; Siti Mariyam Shamsuddin (Expert Syst. Appl., 2011)

Improved Web Page Identification Method Using Neural Networks. - Ali Selamat; Zhi-Sam Lee; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin (Int. J. Comput. Intell. Appl., 2011)

A hybrid approach for learning concept hierarchy from Malay text using artificial immune network. - Mohd Zakree Ahmad Nazri; Siti Mariyam Hj. Shamsuddin; Azuraliza Abu Bakar; Salwani Abdullah (Nat. Comput., 2011)

Implementation of Social Network Analysis for Web Cache Content Mining Visualization. - Sarina Sulaiman; Siti Mariyam Shamsuddin; Ajith Abraham (Computational Social Networks, 2012)

Design of Adaptive IDS with Regulated Retraining Approach. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Shamsuddin; Ajith Abraham (AMLTA, 2012)

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

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

Hybrid intelligent systems in survival prediction of breast cancer. - Aida Ali; Siti Mariyam Shamsuddin; Anca L. Ralescu (HIS, 2012)

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

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

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

Intelligent Web proxy caching approaches based on machine learning techniques. - Waleed Ali 001; Siti Mariyam Shamsuddin; Abdul Samad Ismail (Decis. Support Syst., 2012)

Improvement in twins handwriting identification with invariants discretization. - Bayan Omar Mohammed; Siti Mariyam Shamsuddin (EURASIP J. Adv. Signal Process., 2012)

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

Intelligent Naïve Bayes-based approaches for Web proxy caching. - Waleed Ali 001; Siti Mariyam Shamsuddin; Abdul Samed Ismail (Knowl. Based Syst., 2012)

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

Growing Grid-Evolutionary Algorithm for Surface Reconstruction. - Priza Pandunata; Fadni Bin Forkan; Siti Mariyam Hj. Shamsuddin (CGIV, 2013)

Fusing Modalities in Forensic Identification with Score Discretization. - Wong Yee Leng; Siti Mariyam Shamsuddin; Sargur N. Srihari (AFHA, 2013)

Massive training in artificial immune recognition algorithm for enhancement of lung CT scans. - See Pheng Hang; Siti Mariyam Shamsuddin; Anca L. Ralescu (SoCPaR, 2013)

Geometrical feature based ranking using grey relational analysis (GRA) for writer identification. - Intan Ermahani A. Jalil; Azah Kamilah Muda; Siti Mariyam Shamsuddin; Anca L. Ralescu (SoCPaR, 2013)

Higher order geometrical image features representation for action recognition. - Nilam Nur Amir Sjarif; Siti Zaiton Mohd Hashim; Siti Mariyam Shamsuddin; Anca L. Ralescu (SoCPaR, 2013)

MPSO: Median-oriented Particle Swarm Optimization. - Zahra Beheshti; Siti Mariyam Hj. Shamsuddin; Shafaatunnur Hasan (Appl. Math. Comput., 2013)

A review on handwritten character and numeral recognition for Roman, Arabic, Chinese and Indian scripts. - Aini Najwa Azmi; Dewi Nasien; Siti Mariyam Shamsuddin (CoRR, 2013)

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

Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis. - Sajad Farokhi; Siti Mariyam Shamsuddin; Jan Flusser; Usman Ullah Sheikh; Mohammad Khansari 002; Kourosh Jafari-Khouzani (J. Electronic Imaging, 2013)

Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems. - Zahra Beheshti; Siti Mariyam Shamsuddin; Siti Sophiayati Yuhaniz (J. Glob. Optim., 2013)

Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization. - Nasser Omer Sahel Ba-Karait; Siti Mariyam Hj. Shamsuddin; Rubita Sudirman (ICSI (2), 2014)

Proposed scheme for palm vein recognition based on Linear Discrimination Analysis and nearest neighbour classifier. - Selma Elnasir; Siti Mariyam Shamsuddin (ISBAST, 2014)

A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment. - Nur Syahela Hussien; Sarina Sulaiman; Siti Mariyam Shamsuddin (SCDM, 2014)

Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification. - Ashraf Osman Ibrahim; Siti Mariyam Shamsuddin; Sultan Noman Qasem (SCDM, 2014)

Evaluation of Intelligent Mobile Web Pre-fetching System for Mobile Cloud Environment. - Nur Syahela Hussien; Sarina Sulaiman; Siti Mariyam Hj. Shamsuddin (SoMeT, 2014)

Near infrared face recognition by combining Zernike moments and undecimated discrete wavelet transform. - Sajad Farokhi; Siti Mariyam Shamsuddin; Usman Ullah Sheikh; Jan Flusser; Mohammad Khansari 002; Kourosh Jafari-Khouzani (Digit. Signal Process., 2014)

Algorithm for faster computation of non-zero graph based invariants. - Vazeerudeen Abdul Hameed; Siti Mariyam Shamsuddin; Maslina Darus; Anca L. Ralescu (Neurocomputing, 2014)

CAPSO: Centripetal accelerated particle swarm optimization. - Zahra Beheshti; Siti Mariyam Hj. Shamsuddin (Inf. Sci., 2014)

Corrigendum to "Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems" [Inform. Sci. 239(2013) 165-190]. - Sultan Noman Qasem; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim; Maslina Darus; Eiman Tamah Al-Shammari (Inf. Sci., 2014)

Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis. - Zahra Beheshti; Siti Mariyam Hj. Shamsuddin; Ebrahim Beheshti; Siti Sophiayati Yuhaniz (Soft Comput., 2014)

Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems. - Abdulrazak Yahya Saleh; Siti Mariyam Shamsuddin; Haza Nuzly Abdull Hamed (AIAI, 2015)

A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems. - Haza Nuzly Abdull Hamed; Abdulrazak Yahya Saleh; Siti Mariyam Shamsuddin (ISNN, 2015)

Human action invarianceness for human action recognition. - Nilam Nur Amir Sjarif; Siti Mariyam Shamsuddin (SKIMA, 2015)

Non-parametric particle swarm optimization for global optimization. - Zahra Beheshti; Siti Mariyam Shamsuddin (Appl. Soft Comput., 2015)

Memetic binary particle swarm optimization for discrete optimization problems. - Zahra Beheshti; Siti Mariyam Shamsuddin; Shafaatunnur Hasan (Inf. Sci., 2015)

Accurate palm vein recognition based on wavelet scattering and spectral regression kernel discriminant analysis. - Selma Elnasir; Siti Mariyam Shamsuddin; Sajad Farokhi (J. Electronic Imaging, 2015)

PHandler: An expert system for a scalable software requirements prioritization process. - Muhammad Imran Babar; Masitah Ghazali; Dayang N. A. Jawawi; Siti Mariyam Shamsuddin; Noraini Ibrahim (Knowl. Based Syst., 2015)

Image Segmentation Using Membrane Computing: A Literature Survey. - Rafaa I. Yahya; Siti Mariyam Shamsuddin; Salah I. Yahya; Shafatnnur Hasan; Bisan Alsalibi; Ghada Al-Khafaji (BIC-TA (1), 2016)

A differential-based harmony search algorithm for the optimization of continuous problems. - Hosein Abedinpourshotorban; Shafaatunnur Hasan; Siti Mariyam Shamsuddin; Nur Fatimah As'Sahra (Expert Syst. Appl., 2016)

An integrated harmony search algorithm-based multi-objective differential evolution of evolving spiking neural network. - Abdulrazak Yahya Saleh; Siti Mariyam Shamsuddin; Haza Nuzly Abdull Hamed (Int. J. Intell. Syst. Technol. Appl., 2016)

A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network. - Zahra Beheshti; Morteza Firouzi; Siti Mariyam Shamsuddin; Masoumeh Zibarzani; Zulkifli Yusop (Neural Comput. Appl., 2016)

Particle swarm optimization for ANFIS interpretability and accuracy. - Dian Palupi Rini; Siti Mariyam Shamsuddin; Siti Sophiayati Yuhaniz (Soft Comput., 2016)

Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm. - Hosein Abedinpourshotorban; Siti Mariyam Shamsuddin; Zahra Beheshti; Dayang N. A. Jawawi (Swarm Evol. Comput., 2016)

Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage. - Nur Syahela Hussien; Sarina Sulaiman; Siti Mariyam Shamsuddin (DMBD, 2017)

Machine Learning in Data Lake for Combining Data Silos. - Merlinda Wibowo; Sarina Sulaiman; Siti Mariyam Shamsuddin (DMBD, 2017)

Swarm Optimized Grey SVR and ARIMA for Modeling of Larceny-Theft Rate with Economic Indicators. - Razana Alwee; Siti Mariyam Shamsuddin; Roselina Sallehuddin (Int. J. Comput. Intell. Appl., 2017)

A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network. - Abdulrazak Yahya Saleh; Siti Mariyam Shamsuddin; Haza Nuzly Abdull Hamed (Int. J. Comput. Vis. Robotics, 2017)

A linguistic treatment for automatic external plagiarism detection. - Asad Abdi; Siti Mariyam Shamsuddin; Norisma Idris; Rasim M. Alguliyev; Ramiz M. Aliguliyev (Knowl. Based Syst., 2017)

GPU-Based CAPSO with N-Dimension Particles. - Shafaatunnur Hasan; Amantay Bilash; Siti Mariyam Shamsuddin; Aboul Ella Hassanien (AMLTA, 2018)

A Data Mining Approach to Predict Academic Performance of Students Using Ensemble Techniques. - Samuel-Soma M. Ajibade; Nor Bahiah Ahmad; Siti Mariyam Shamsuddin (ISDA (1), 2018)

Machine learning-based multi-documents sentiment-oriented summarization using linguistic treatment. - Asad Abdi; Siti Mariyam Shamsuddin; Shafaatunnur Hasan; Jalil Piran 001 (Expert Syst. Appl., 2018)

Multiple phases-based classifications for cloud services. - Abdullah Ali; Siti Mariyam Shamsuddin; Fathy E. Eassa; Faisal Saeed (Int. J. Comput. Aided Eng. Technol., 2018)

Intelligent Breast Cancer Diagnosis Based on Enhanced Pareto Optimal and Multilayer Perceptron Neural Network. - Ashraf Osman Ibrahim; Siti Mariyam Shamsuddin (Int. J. Comput. Aided Eng. Technol., 2018)

QMOS: Query-based multi-documents opinion-oriented summarization. - Asad Abdi; Siti Mariyam Shamsuddin; Ramiz M. Aliguliyev (Inf. Process. Manag., 2018)

A Multimodal Biometric System using Global Features for Identical Twins Identification. - Bayan Omar Mohammed; Siti Mariyam Shamsuddin (J. Comput. Sci., 2018)

Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection. - Zanariah Zainudin; Siti Mariyam Shamsuddin; Shafaatunnur Hasan (AMLTA, 2019)

Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion. - Asad Abdi; Siti Mariyam Shamsuddin; Shafaatunnur Hasan; Jalil Piran 001 (Inf. Process. Manag., 2019)

A multi-shape hybrid symmetric encryption algorithm to thwart attacks based on the knowledge of the used cryptographic suite. - Abdelrahman Altigani; Shafaatunnur Hasan; Siti Mariyam Shamsuddin; Bazara I. A. Barry (J. Inf. Secur. Appl., 2019)

Adaptive memetic method of multi-objective genetic evolutionary algorithm for backpropagation neural network. - Ashraf Osman Ibrahim; Siti Mariyam Shamsuddin; Ajith Abraham; Sultan Noman Qasem (Neural Comput. Appl., 2019)

Automatic sentiment-oriented summarization of multi-documents using soft computing. - Asad Abdi; Siti Mariyam Shamsuddin; Shafaatunnur Hasan; Jalil Piran 001 (Soft Comput., 2019)

Multi-strategy learning and deep harmony memory improvisation for self-organizing neurons. - Shafaatunnur Hasan; Siti Mariyam Shamsuddin (Soft Comput., 2019)

Big Data Deep Learning Tools. - Nur Farhana Hordri; Siti Sophiayati Yuhaniz; Siti Mariyam Shamsuddin; Nurulhuda Firdaus Mohd Azmi (Encyclopedia of Big Data Technologies, 2019)

Effective Email Spam Detection System using Extreme Gradient Boosting. - Ismail B. Mustapha; Shafaatunnur Hasan; Sunday Olusanya Olatunji; Siti Mariyam Shamsuddin; Afolabi Kazeem (CoRR, 2020)

A question answering system in hadith using linguistic knowledge. - Asad Abdi; Shafaatunnur Hasan; Mohammad Arshi Saloot; Siti Mariyam Shamsuddin; Norisma Idris (Comput. Speech Lang., 2020)

Cloud Computing Services: Taxonomy of Discovery Approaches and Extraction Solutions. - Fathey Mohammed; Abdullah Marish Ali; Abdullah S. Al-Malaise Al-Ghamdi; Fawaz Alsolami 001; Siti Mariyam Shamsuddin; Fathy E. Eassa (Symmetry, 2020)

Towards an Intelligent Framework for Cloud Service Discovery. - Abdullah Marish Ali; Siti Mariyam Shamsuddin; Fathy E. Eassa; Faisal Saeed; Madini O. Alassafi; Tawfik Al Hadhrami; Ahmed M. Elmisery (Int. J. Cloud Appl. Comput., 2021)

A hybrid deep learning architecture for opinion-oriented multi-document summarization based on multi-feature fusion. - Asad Abdi; Shafaatunnur Hasan; Siti Mariyam Shamsuddin; Norisma Idris; Jalil Piran 001 (Knowl. Based Syst., 2021)