Siti Mariyam Hj. Shamsuddin

发表

A Data Mining Approach to Predict Academic Performance of Students Using Ensemble Techniques

Samuel-Soma M. Ajibade, Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, 2018, ISDA.

Siti Mariyam Hj. Shamsuddin, Ang Swee Wen, Yahya Samian, 2005, International Conference on Computer Graphics, Imaging and Visualization (CGIV'05).

CAPSO: Centripetal accelerated particle swarm optimization

Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, S. Shamsuddin, 2014, Inf. Sci..

HYBRID GREY RELATIONAL ARTIFICIAL NEURAL NETWORK AND AUTO REGRESSIVE INTEGRATED MOVING AVERAGE MODEL FOR FORECASTING TIME-SERIES DATA

Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, S. Shamsuddin, 2009, Appl. Artif. Intell..

Intelligent Breast Cancer Diagnosis Based on Enhanced Pareto Optimal and Multilayer Perceptron Neural Network

Ashraf Osman Ibrahim, Siti Mariyam Hj. Shamsuddin, 2018, Int. J. Comput. Aided Eng. Technol..

Algorithm for faster computation of non-zero graph based invariants

Maslina Darus, Anca L. Ralescu, Siti Mariyam Hj. Shamsuddin, 2014, Neurocomputing.

Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2007, ICCSA.

Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization

Nikola K. Kasabov, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2009, 2009 International Conference of Soft Computing and Pattern Recognition.

Probabilistic Evolving Spiking Neural Network Optimization Using Dynamic Quantum-inspired Particle Swarm Optimization

Nikola K. Kasabov, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2010, Aust. J. Intell. Inf. Process. Syst..

Particle Swarm Optimization for NURBS Curve Fitting

Siti Mariyam Hj. Shamsuddin, D. I. S. Adi, Delint Ira Setyo Adi, 2009, 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization.

Machine Learning in Data Lake for Combining Data Silos

Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, Merlinda Wibowo, 2017, DMBD.

Hybridization Model of Linear and Nonlinear Time Series Data for Forecasting

Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Data Modeling for Kuala Lumpur Composite Index with ANFIS

Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, Zuriahati Mohd Yunos, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Genetically Tuned Fuzzy Back-propagation Learning Method Based On Derivation Of Min-max Function For Fuzzy Neural Networks

Witold Pedrycz, M. Hadi Mashinchi, M. Reza Mashinchi, 2007, GEM.

Review of Artificial Immune System in Web Personalization

Siti Mariyam Hj. Shamsuddin, Hamid Rastegari, S. Shamsuddin, 2009, 2009 International Conference of Soft Computing and Pattern Recognition.

Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization

Aboul Ella Hassanien, Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, 2009, Foundations of Computational Intelligence.

Multistrategy Self-Organizing Map Learning for Classification Problems

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, 2011, Comput. Intell. Neurosci..

Kohonen-Swarm Algorithm for Unstructured Data in Surface Reconstruction

Siti Mariyam Hj. Shamsuddin, Fadni Bin Forkan, 2008, 2008 Fifth International Conference on Computer Graphics, Imaging and Visualisation.

String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization

Nikola K. Kasabov, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2009, ICONIP.

A review on handwritten character and numeral recognition for Roman, Arabic, Chinese and Indian scripts pdf

Siti Mariyam Hj. Shamsuddin, Aini Najwa Azmi, Dewi Nasien, 2013, ArXiv.

Genetic Algorithms and designing membership function in Fuzzy Logic Controllers

Siti Mariyam Hj. Shamsuddin, Nanna Suryana, Ismail Yusuf, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

An immune system approach to personalize search results

Siti Mariyam Hj. Shamsuddin, Hamid Rastegari, S. Shamsuddin, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

A Modified PSO Method Enhanced with Fuzzy Inference System for Solving the Planar Graph Coloring Problem

Siti Mariyam Hj. Shamsuddin, Mostafa Erfani, Amir Atapour Abarghouei, 2010, IC-AI.

Bounded PSO Vmax Function in Neural Network Learning

Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, Y. S. Lee, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Massive training in artificial immune recognition algorithm for enhancement of lung CT scans

Anca L. Ralescu, Siti Mariyam Hj. Shamsuddin, See Pheng Hang, 2013, 2013 International Conference on Soft Computing and Pattern Recognition (SoCPaR).

Geometrical feature based ranking using grey relational analysis (GRA) for writer identification

Azah Kamilah Muda, Anca L. Ralescu, Siti Mariyam Hj. Shamsuddin, 2013, 2013 International Conference on Soft Computing and Pattern Recognition (SoCPaR).

A Robust Fuzzy and Cellular Learning Automata Edge Detection and Enhancement Method

Siti Mariyam Hj. Shamsuddin, Amir Atapour Abarghouei, Afshin Ghanizadeh, 2010, IPCV.

Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems

Siti Zaiton Mohd Hashim, Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, 2013, Inf. Sci..

Neuro-fuzzy system in web client-side caching

Siti Mariyam Hj. Shamsuddin, Waleed Ali, 2009, 2009 IEEE/ACS International Conference on Computer Systems and Applications.

Faster Computation of Non-zero Invariants from Graph Based Method

Siti Mariyam Hj. Shamsuddin, Vazeerudeen Abdul Hameed, 2012, ICIC.

Intelligent Web Caching for E-learning Log Data

Ajith Abraham, Shahida Sulaiman, Siti Mariyam Hj. Shamsuddin, 2009, 2009 Third Asia International Conference on Modelling & Simulation.

Accurate palm vein recognition based on wavelet scattering and spectral regression kernel discriminant analysis

Siti Mariyam Hj. Shamsuddin, Sajad Farokhi, Selma Elnasir, 2015, J. Electronic Imaging.

Developing Student Model Using Kohonen Network in Adaptive Hypermedia Learning System

Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, Bariah Yusob, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

Intelligent Web proxy caching approaches based on machine learning techniques

Abdul Samad Ismail, Siti Mariyam Hj. Shamsuddin, Waleed Ali, 2012, Decis. Support Syst..

Improving Non-Uniform Rational B-splines' Knot Removal with Particle Swarm Optimization

Siti Mariyam Hj. Shamsuddin, Aida Ali, Abdul Rahman Ibrahim, 2009, 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization.

Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems

Abdulrazak Yahya Saleh, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2015, AIAI.

An integrated harmony search algorithm-based multi-objective differential evolution of evolving spiking neural network

Abdulrazak Yahya Saleh, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2016, Int. J. Intell. Syst. Technol. Appl..

Guest editorial

Diego Gutierrez, Siti Mariyam Hj. Shamsuddin, 2007, The Visual Computer.

Insolvency prediction model using artificial neural network for Malaysian general insurers

Siti Mariyam Hj. Shamsuddin, Noriszura Ismail, Saiful Hafizah Jaaman, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

Fuzzy classifier for classification of medical data

Anca L. Ralescu, Siti Mariyam Hj. Shamsuddin, Sofia Visa, 2011, 2011 11th International Conference on Hybrid Intelligent Systems (HIS).

Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm

Ajith Abraham, Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Author's Personal Copy Applied Soft Computing Radial Basis Function Network Based on Time Variant Multi-objective Particle Swarm Optimization for Medical Diseases Diagnosis

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, Siti Mariyam Hj. Shamsuddin, 2022 .

EEG Signals Classification Using a Hybrid Method Based on Negative Selection and Particle Swarm Optimization

Rubita Sudirman, Siti Mariyam Hj. Shamsuddin, Nasser Omer Sahel Ba-Karait, 2012, MLDM.

Intelligent Naïve Bayes-based approaches for Web proxy caching

Abdul Samad Ismail, Siti Mariyam Hj. Shamsuddin, Waleed Ali, 2012, Knowl. Based Syst..

An improved error signal for the backpropagation model for classification problems

Maslina Darus, Md Nasir Sulaiman, Siti Mariyam Hj. Shamsuddin, 2001, Int. J. Comput. Math..

Hybrid Learning Enhancement of RBF Network Based on Particle Swarm Optimization

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, S. Shamsuddin, 2009, ISNN.

Image Segmentation Using Membrane Computing: A Literature Survey

Siti Mariyam Hj. Shamsuddin, Salah I. Yahya, Rafaa I. Yahya, 2016, BIC-TA.

Handwritten Digits Recognition Using Particle Swarm Optimization

Siti Mariyam Hj. Shamsuddin, Nasser Omer Sahel Ba-Karait, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Multi-strategy learning and deep harmony memory improvisation for self-organizing neurons

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, S. Shamsuddin, 2018, Soft Computing.

A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network

Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, Zulkifli Yusop, 2016, Neural Computing and Applications.

An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification

Nikola K. Kasabov, Siti Mariyam Hj. Shamsuddin, Harya Widiputra, 2011, The 2011 International Joint Conference on Neural Networks.

Patterns analysis and classification for Web proxy cache

Siti Mariyam Hj. Shamsuddin, Abdul Samad Ismail, Waleed Ali, 2011, 2011 11th International Conference on Hybrid Intelligent Systems (HIS).

Improved Scale-Invariant Moments for Deformation Digits

Siti Mariyam Hj. Shamsuddin, Maslina Darus, Md Nasir Sulaiman, 2000, Int. J. Comput. Math..

Data Reduction and Ensemble Classifiers in Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Near infrared face recognition by combining Zernike moments and undecimated discrete wavelet transform

Jan Flusser, Mohammad Khansari, Siti Mariyam Hj. Shamsuddin, 2014, Digit. Signal Process..

A Survey of Pattern Recognition Applications in Cancer Diagnosis

Siti Mariyam Hj. Shamsuddin, Amir Atapour Abarghouei, Afshin Ghanizadeh, 2009, 2009 International Conference of Soft Computing and Pattern Recognition.

Multi-objective hybrid evolutionary algorithms for radial basis function neural network design

Sultan Noman Qasem, Azlan Mohd Zain, Siti Mariyam Hj. Shamsuddin, 2012, Knowl. Based Syst..

Study of cost functions in Three Term Backpropagation for classification problems

Maslina Darus, Siti Mariyam Hj. Shamsuddin, Razana Alwee, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

Swarm Optimized Grey SVR and ARIMA for Modeling of Larceny-Theft Rate with Economic Indicators

Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, Razana Alwee, 2017, Int. J. Comput. Intell. Appl..

Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

Intelligent Client-Side Web Caching Scheme Based on Least Recently Used Algorithm and Neuro-Fuzzy System

Siti Mariyam Hj. Shamsuddin, Waleed Ali, S. Shamsuddin, 2009, ISNN.

Self Organizing Features Map with Improved Segmentation to Identify Touching of Adjacent Characters in Handwritten Words

Amjad Rehman, Siti Mariyam Hj. Shamsuddin, Fajri Kurniawan, 2009, 2009 Ninth International Conference on Hybrid Intelligent Systems.

A comparative analysis of mining techniques for automatic detection of student's learning style

Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, S. Shamsuddin, 2010, 2010 10th International Conference on Intelligent Systems Design and Applications.

Rough Set Granularity in Mobile Web Pre-caching

Ajith Abraham, Shahida Sulaiman, Siti Mariyam Hj. Shamsuddin, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Intelligent Mobile Web Pre-fetching (IMWeP) using XML technology

Ajith Abraham, Shahida Sulaiman, Siti Mariyam Hj. Shamsuddin, 2010, 2010 International Conference on Computer Information Systems and Industrial Management Applications (CISIM).

Enhancing Forecasting Performance of Multivariate Time Series Using New Hybrid Feature Selection

Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, Noorfa Haszlinna Mustafa, 2012, ICIC.

An Implementation of Rough Set in Optimizing Mobile Web Caching Performance (Invited Paper)

Ajith Abraham, Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, 2008, Tenth International Conference on Computer Modeling and Simulation (uksim 2008).

Design of Adaptive IDS with Regulated Retraining Approach

Ajith Abraham, Anazida Zainal, Mohd Aizaini Maarof, 2012, AMLTA.

Improvement in twins handwriting identification with invariants discretization

Bayan Omar Mohammed, Siti Mariyam Hj. Shamsuddin, 2012, EURASIP J. Adv. Signal Process..

An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA

Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Application of Grey Relational Analysis for Multivariate Time Series

Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

United Zernike Invariants for Character Images

Siti Mariyam Hj. Shamsuddin, Norsharina Abu Bakar, 2009, IVIC.

Improving performance of radial basis function network based with particle swarm optimization

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, 2009, 2009 IEEE Congress on Evolutionary Computation.

Rough Set on Trademark Images for Neural Network Classifier

Puteh Saad, Safaai Deris, Siti Mariyam Hj. Shamsuddin, 2002, Int. J. Comput. Math..

Machine learning-based multi-documents sentiment-oriented summarization using linguistic treatment

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, Jalil Piran, 2018, Expert Syst. Appl..

An Integrated Formulation of Zernike Representation in Character Images

Siti Mariyam Hj. Shamsuddin, Aida Ali, Norsharina Abu Bakar, 2010, IEA/AIE.

Feature extraction with an improved scale-invariants for deformation digits

Maslina Darus, Md Nasir Sulaiman, Siti Mariyam Hj. Shamsuddin, 2000, Int. J. Comput. Math..

A connectionist system approach for learning logic programs

M. Hadi Mashinchi, Siti Mariyam Hj. Shamsuddin, M. Mashinchi, 2008, 2008 IEEE/ACS International Conference on Computer Systems and Applications.

Cloud Computing Services: Taxonomy of Discovery Approaches and Extraction Solutions

Fawaz Alsolami, Siti Mariyam Hj. Shamsuddin, Fathy E. Eassa, 2020, Symmetry.

Ensemble of One-Class Classifiers for Network Intrusion Detection System

Ajith Abraham, Anazida Zainal, Mohd Aizaini Maarof, 2008, 2008 The Fourth International Conference on Information Assurance and Security.

Bacterial Foraging Optimization Algorithm for neural network learning enhancement

Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin, Ismail Ahmed A. Al-Hadi, 2011, 2011 11th International Conference on Hybrid Intelligent Systems (HIS).

Weighted Central Moment for Pattern Recognition: Derivation, Analysis of Invarianceness, and Simulation Using Letter Characters

Siti Mariyam Hj. Shamsuddin, Rela Puteri Pamungkas, 2009, 2009 Third Asia International Conference on Modelling & Simulation.

Memetic binary particle swarm optimization for discrete optimization problems

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, 2015, Inf. Sci..

Embedded Scale United Moment Invariant for Identification of Handwriting Individuality

Azah Kamilah Muda, Maslina Darus, Siti Mariyam Hj. Shamsuddin, 2007, ICCSA.

A hybrid approach for learning concept hierarchy from Malay text using artificial immune network

Azuraliza Abu Bakar, Salwani Abdullah, Mohd Zakree Ahmad Nazri, 2011, Natural Computing.

Granular Mining of Student's Learning Behavior in Learning Management System Using Rough Set Technique

Ajith Abraham, Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, 2010, Computational Intelligence for Technology Enhanced Learning.

Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis

Jan Flusser, Mohammad Khansari, Siti Mariyam Hj. Shamsuddin, 2013, J. Electronic Imaging.

Enhance Term Weighting Algorithm as Feature Selection Technique for Illicit Web Content Classification

Ali Selamat, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

Compact classification of optimized Boolean reasoning with Particle Swarm Optimization

Anazida Zainal, Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, 2012, Intell. Data Anal..

3D object reconstruction and representation using neural networks

Siti Mariyam Hj. Shamsuddin, Lim Wen Peng, S. Shamsuddin, 2004, GRAPHITE '04.

Memetic Elitist Pareto Differential Evolution algorithm based Radial Basis Function Networks for classification problems

Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, S. Shamsuddin, 2011, Appl. Soft Comput..

Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems

Siti Mariyam Hj. Shamsuddin, Siti Sophiayati Yuhaniz, Zahra Beheshti, 2012, Journal of Global Optimization.

A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems

Abdulrazak Yahya Saleh, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2015, ISNN.

A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network

Azuraliza Abu Bakar, Salwani Abdullah, Mohd Zakree Ahmad Nazri, 2009, ICARIS.

Three-Term Fuzzy Back-Propagation

M. Hadi Mashinchi, Siti Mariyam Hj. Shamsuddin, 2009, Foundations of Computational Intelligence.

Particle swarm optimization for ANFIS interpretability and accuracy

Siti Mariyam Hj. Shamsuddin, Siti Sophiayati Yuhaniz, Dian Palupi Rini, 2016, Soft Comput..

A linguistic treatment for automatic external plagiarism detection

Rasim M. Alguliyev, Ramiz M. Aliguliyev, Norisma Idris, 2017, Knowl. Based Syst..

Proposed scheme for palm vein recognition based on Linear Discrimination Analysis and nearest neighbour classifier

Siti Mariyam Hj. Shamsuddin, Selma Elnasir, S. Shamsuddin, 2014, 2014 International Symposium on Biometrics and Security Technologies (ISBAST).

Rule Modeling Engine for Optimizing Complex Event Processing Patterns

Anazida Zainal, Siti Mariyam Hj. Shamsuddin, Babak Behravesh, 2009, 2009 International Conference of Soft Computing and Pattern Recognition.

GPU-Based CAPSO with N-Dimension Particles

Aboul Ella Hassanien, Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, 2018, AMLTA.

A new corner detection algorithm for chain code representation

Habibollah Haron, Siti Mariyam Hj. Shamsuddin, Dzulkifli Bin Mohamad, 2005, Int. J. Comput. Math..

Weighted Aspect Moment Invariant in Pattern Recognition

Siti Mariyam Hj. Shamsuddin, Rela Puteri Pamungkas, 2009, ICCSA.

Corrigendum to "Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems" [Inform. Sci. 239(2013) 165-190]

Siti Zaiton Mohd Hashim, Maslina Darus, Sultan Noman Qasem, 2014, Inf. Sci..

Enhancement of Particle Swarm Optimization in Elman Recurrent Network with Bounded Vmax Function

Siti Mariyam Hj. Shamsuddin, Mohamad Firdaus Ab Aziz, Razana Alwee, 2009, 2009 Third Asia International Conference on Modelling & Simulation.

Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis

Siti Mariyam Hj. Shamsuddin, Siti Sophiayati Yuhaniz, Zahra Beheshti, 2014, Soft Comput..

Improved Web Page Identification Method Using Neural Networks

Ali Selamat, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2011, Int. J. Comput. Intell. Appl..

Growing Grid-Evolutionary Algorithm for Surface Reconstruction

Siti Mariyam Hj. Shamsuddin, Priza Pandunata, Fadni Bin Forkan, 2013, 2013 10th International Conference Computer Graphics, Imaging and Visualization.

A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network

Abdulrazak Yahya Saleh, Siti Mariyam Hj. Shamsuddin, Haza Nuzly Abdul Hamed, 2017, Int. J. Comput. Vis. Robotics.

QMOS: Query-based multi-documents opinion-oriented summarization

Ramiz M. Aliguliyev, Siti Mariyam Hj. Shamsuddin, Asad Abdi, 2018, Inf. Process. Manag..

Mining generalized features for writer identification

Azah Kamilah Muda, Maslina Darus, Siti Mariyam Hj. Shamsuddin, 2009, 2009 2nd Conference on Data Mining and Optimization.

Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification

Ashraf Osman Ibrahim, Sultan Noman Qasem, Siti Mariyam Hj. Shamsuddin, 2014, SCDM.

A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment

Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, Nur Syahela Hussien, 2014, SCDM.

PHandler: An expert system for a scalable software requirements prioritization process

Dayang N. A. Jawawi, Masitah Ghazali, Noraini Ibrahim, 2015, Knowl. Based Syst..

Higher order geometrical image features representation for action recognition

Siti Zaiton Mohd Hashim, Nilam Nur Amir Sjarif, Anca L. Ralescu, 2013, 2013 International Conference on Soft Computing and Pattern Recognition (SoCPaR).

Big Data Deep Learning Tools

Nurulhuda Firdaus Mohd Azmi, Siti Mariyam Hj. Shamsuddin, Siti Sophiayati Yuhaniz, 2019, Encyclopedia of Big Data Technologies.

Optimized NURBS Ship Hull Fitting using Simulated Annealing

Siti Mariyam Hj. Shamsuddin, Ang Swee Wen, Yahya Samian, 2006, International Conference on Computer Graphics, Imaging and Visualisation (CGIV'06).

Fusing Modalities in Forensic Identification with Score Discretization

Sargur N. Srihari, Siti Mariyam Hj. Shamsuddin, Wong Yee Leng, 2013, AFHA.

Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage

Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, Nur Syahela Hussien, 2017, DMBD.

A Multimodal Biometric System using Global Features for Identical Twins Identification

Bayan Omar Mohammed, Siti Mariyam Hj. Shamsuddin, 2018, J. Comput. Sci..

Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text

Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, 2010, RSKT.

MPSO: Median-oriented Particle Swarm Optimization

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, 2013, Appl. Math. Comput..

Crowd Analysis and Its Applications

Siti Zaiton Mohd Hashim, Nilam Nur Amir Sjarif, Siti Mariyam Hj. Shamsuddin, 2011, ICSECS.

Augmentation of Elman Recurrent Network Learning with Particle Swarm Optimization

Siti Mariyam Hj. Shamsuddin, Mohamad Firdaus Ab Aziz, Haza Nuzly Abdul Hamed, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

A framework of multi-objective particle swarm optimization in motion segmentation problem

Siti Zaiton Mohd Hashim, Nilam Nur Amir Sjarif, Siti Mariyam Hj. Shamsuddin, 2012, 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP).

Non-parametric particle swarm optimization for global optimization

Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, S. Shamsuddin, 2015, Appl. Soft Comput..

Multiple phases-based classifications for cloud services

Faisal Saeed, Siti Mariyam Hj. Shamsuddin, Abdullah Ali, 2018, Int. J. Comput. Aided Eng. Technol..

Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2009, 2009 Fifth International Conference on Information Assurance and Security.

Data Warehousing for Rough Web Caching and Pre-fetching

Ajith Abraham, Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, 2010, 2010 IEEE International Conference on Granular Computing.

Invariants Discretization for Individuality Representation in Handwritten Authorship

Azah Kamilah Muda, Maslina Darus, Siti Mariyam Hj. Shamsuddin, 2008, IWCF.

Evaluation of Intelligent Mobile Web Pre-fetching System for Mobile Cloud Environment

Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, Nur Syahela Hussien, 2014, SoMeT.

A differential-based harmony search algorithm for the optimization of continuous problems

Shafaatunnur Hasan, Siti Mariyam Hj. Shamsuddin, Hosein Abedinpourshotorban, 2016, Expert Syst. Appl..

Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm

Dayang N. A. Jawawi, Siti Mariyam Hj. Shamsuddin, Zahra Beheshti, 2016, Swarm Evol. Comput..

A hybrid parameterization method for NURBS

Siti Mariyam Hj. Shamsuddin, Mahmoud Ali Ahmed, 2004, Proceedings. International Conference on Computer Graphics, Imaging and Visualization, 2004. CGIV 2004..

Forecasting Small Data Set Using Hybrid Cooperative Feature Selection

Siti Zaiton Mohd Hashim, Siti Mariyam Hj. Shamsuddin, Roselina Sallehuddin, 2010, 2010 12th International Conference on Computer Modelling and Simulation.

Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization

Rubita Sudirman, Siti Mariyam Hj. Shamsuddin, Nasser Omer Sahel Ba-Karait, 2014, ICSI.

Meaningless to meaningful Web log data for generation of Web pre-caching decision rules using Rough Set

Ajith Abraham, Nor Bahiah Hj. Ahmad, Siti Mariyam Hj. Shamsuddin, 2012, 2012 4th Conference on Data Mining and Optimization (DMO).

Rough Neuro-PSO Web caching and XML prefetching for accessing Facebook from mobile environment

Ajith Abraham, Siti Mariyam Hj. Shamsuddin, Sarina Sulaiman, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

A Hybrid Edge Detection Method Based on Fuzzy Set Theory and Cellular Learning Automata

Siti Mariyam Hj. Shamsuddin, Afshin Ghanizadeh, Saman Sinaie, 2009, 2009 International Conference on Computational Science and Its Applications.

Neuro-fuzzy system in partitioned client-side Web cache

Siti Mariyam Hj. Shamsuddin, Waleed Ali Ahmed, 2011, Expert Syst. Appl..