Siti Mariyam Hj. Shamsuddin

According to our database1, Siti Mariyam Hj. Shamsuddin authored at least 143 papers between 2000 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Big Data Deep Learning Tools.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Multi-strategy learning and deep harmony memory improvisation for self-organizing neurons.
Soft Comput., 2019

A multi-shape hybrid symmetric encryption algorithm to thwart attacks based on the knowledge of the used cryptographic suite.
J. Inf. Sec. Appl., 2019

Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion.
Inf. Process. Manage., 2019

Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018
A Multimodal Biometric System using Global Features for Identical Twins Identification.
JCS, 2018

QMOS: Query-based multi-documents opinion-oriented summarization.
Inf. Process. Manage., 2018

Intelligent Breast Cancer Diagnosis Based on Enhanced Pareto Optimal and Multilayer Perceptron Neural Network.
IJCAET, 2018

Multiple phases-based classifications for cloud services.
IJCAET, 2018

Machine learning-based multi-documents sentiment-oriented summarization using linguistic treatment.
Expert Syst. Appl., 2018

A Data Mining Approach to Predict Academic Performance of Students Using Ensemble Techniques.
Proceedings of the Intelligent Systems Design and Applications, 2018

GPU-Based CAPSO with N-Dimension Particles.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018

2017
A linguistic treatment for automatic external plagiarism detection.
Knowl.-Based Syst., 2017

A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network.
IJCVR, 2017

Swarm Optimized Grey SVR and ARIMA for Modeling of Larceny-Theft Rate with Economic Indicators.
International Journal of Computational Intelligence and Applications, 2017

Machine Learning in Data Lake for Combining Data Silos.
Proceedings of the Data Mining and Big Data - Second International Conference, 2017

Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage.
Proceedings of the Data Mining and Big Data - Second International Conference, 2017

2016
Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm.
Swarm and Evolutionary Computation, 2016

Particle swarm optimization for ANFIS interpretability and accuracy.
Soft Comput., 2016

A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network.
Neural Computing and Applications, 2016

An integrated harmony search algorithm-based multi-objective differential evolution of evolving spiking neural network.
IJISTA, 2016

A differential-based harmony search algorithm for the optimization of continuous problems.
Expert Syst. Appl., 2016

Image Segmentation Using Membrane Computing: A Literature Survey.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015
PHandler: An expert system for a scalable software requirements prioritization process.
Knowl.-Based Syst., 2015

Accurate palm vein recognition based on wavelet scattering and spectral regression kernel discriminant analysis.
J. Electronic Imaging, 2015

Memetic binary particle swarm optimization for discrete optimization problems.
Inf. Sci., 2015

Non-parametric particle swarm optimization for global optimization.
Appl. Soft Comput., 2015

A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems.
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015

Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems.
Proceedings of the Artificial Intelligence Applications and Innovations, 2015

2014
Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis.
Soft Comput., 2014

Corrigendum to "Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems" [Inform. Sci. 239(2013) 165-190].
Inf. Sci., 2014

CAPSO: Centripetal accelerated particle swarm optimization.
Inf. Sci., 2014

Algorithm for faster computation of non-zero graph based invariants.
Neurocomputing, 2014

Near infrared face recognition by combining Zernike moments and undecimated discrete wavelet transform.
Digital Signal Processing, 2014

Evaluation of Intelligent Mobile Web Pre-fetching System for Mobile Cloud Environment.
Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2014

Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

Proposed scheme for palm vein recognition based on Linear Discrimination Analysis and nearest neighbour classifier.
Proceedings of the 2014 International Symposium on Biometrics and Security Technologies, 2014

Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

2013
Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems.
J. Global Optimization, 2013

Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis.
J. Electronic Imaging, 2013

Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems.
Inf. Sci., 2013

MPSO: Median-oriented Particle Swarm Optimization.
Applied Mathematics and Computation, 2013

Higher order geometrical image features representation for action recognition.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Geometrical feature based ranking using grey relational analysis (GRA) for writer identification.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Massive training in artificial immune recognition algorithm for enhancement of lung CT scans.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Fusing Modalities in Forensic Identification with Score Discretization.
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013

Growing Grid-Evolutionary Algorithm for Surface Reconstruction.
Proceedings of the 10th International Conference Computer Graphics, 2013

2012
Multi-objective hybrid evolutionary algorithms for radial basis function neural network design.
Knowl.-Based Syst., 2012

Intelligent Naïve Bayes-based approaches for Web proxy caching.
Knowl.-Based Syst., 2012

Compact classification of optimized Boolean reasoning with Particle Swarm Optimization.
Intell. Data Anal., 2012

Improvement in twins handwriting identification with invariants discretization.
EURASIP J. Adv. Sig. Proc., 2012

Intelligent Web proxy caching approaches based on machine learning techniques.
Decision Support Systems, 2012

EEG Signals Classification Using a Hybrid Method Based on Negative Selection and Particle Swarm Optimization.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Enhancing Forecasting Performance of Multivariate Time Series Using New Hybrid Feature Selection.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

Faster Computation of Non-zero Invariants from Graph Based Method.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012

Meaningless to meaningful Web log data for generation of Web pre-caching decision rules using Rough Set.
Proceedings of the 4th Conference on Data Mining and Optimization, 2012

A framework of multi-objective particle swarm optimization in motion segmentation problem.
Proceedings of the 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP), 2012

Design of Adaptive IDS with Regulated Retraining Approach.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Implementation of Social Network Analysis for Web Cache Content Mining Visualization.
Proceedings of the Computational Social Networks, 2012

2011
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network.
Natural Computing, 2011

Improved Web Page Identification Method Using Neural Networks.
International Journal of Computational Intelligence and Applications, 2011

Neuro-fuzzy system in partitioned client-side Web cache.
Expert Syst. Appl., 2011

Multistrategy Self-Organizing Map Learning for Classification Problems.
Comp. Int. and Neurosc., 2011

Memetic Elitist Pareto Differential Evolution algorithm based Radial Basis Function Networks for classification problems.
Appl. Soft Comput., 2011

Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis.
Appl. Soft Comput., 2011

An immune system approach to personalize search results.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Crowd Analysis and Its Applications.
Proceedings of the Software Engineering and Computer Systems, 2011

Fuzzy classifier for classification of medical data.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Patterns analysis and classification for Web proxy cache.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Bacterial Foraging Optimization Algorithm for neural network learning enhancement.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010
Granular Mining of Student's Learning Behavior in Learning Management System Using Rough Set Technique.
Proceedings of the Computational Intelligence for Technology Enhanced Learning, 2010

Probabilistic Evolving Spiking Neural Network Optimization Using Dynamic Quantum-inspired Particle Swarm Optimization.
Austr. J. Intelligent Information Processing Systems, 2010

Forecasting Small Data Set Using Hybrid Cooperative Feature Selection.
Proceedings of the 12th UKSim, 2010

Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

A comparative analysis of mining techniques for automatic detection of student's learning style.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A Robust Fuzzy and Cellular Learning Automata Edge Detection and Enhancement Method.
Proceedings of the 2010 International Conference on Image Processing, 2010

An Integrated Formulation of Zernike Representation in Character Images.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A Modified PSO Method Enhanced with Fuzzy Inference System for Solving the Planar Graph Coloring Problem.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

Data Warehousing for Rough Web Caching and Pre-fetching.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Intelligent Mobile Web Pre-fetching (IMWeP) using XML technology.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

2009
Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization.
Proceedings of the Foundations of Computational Intelligence, 2009

Three-Term Fuzzy Back-Propagation.
Proceedings of the Foundations of Computational Intelligence, 2009

Hybrid Grey Relational Artificial Neural Network and Auto Regressive Integrated Moving Average Model for Forecasting Time-Series Data.
Applied Artificial Intelligence, 2009

Review of Artificial Immune System in Web Personalization.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Rule Modeling Engine for Optimizing Complex Event Processing Patterns.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

A Survey of Pattern Recognition Applications in Cancer Diagnosis.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Grey Relational with BP PSO For Time Series Forecasting.
Proceedings of the IEEE International Conference on Systems, 2009

Improving Generalization of Radial Basis Function Network with Adaptive Multi-Objective Particle Swarm Optimization.
Proceedings of the IEEE International Conference on Systems, 2009

Rough Neuro-PSO Web Caching and XML Prefetching for Accessing Facebook from Mobile Environment.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Study of Cost Functions in Three Term Backpropagation for Classification Problems.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Insolvency Prediction Model using Artificial Neural Network for Malaysian General Insurers.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Genetic Algorithms and Designing Membership Function in Fuzzy Logic Controllers.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

United Zernike Invariants for Character Images.
Proceedings of the Visual Informatics: Bridging Research and Practice, 2009

Hybrid Learning Enhancement of RBF Network Based on Particle Swarm Optimization.
Proceedings of the Advances in Neural Networks, 2009

Intelligent Client-Side Web Caching Scheme Based on Least Recently Used Algorithm and Neuro-Fuzzy System.
Proceedings of the Advances in Neural Networks, 2009

Developing Student Model Using Kohonen Network in Adaptive Hypermedia Learning System.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

A Hybrid Edge Detection Method Based on Fuzzy Set Theory and Cellular Learning Automata.
Proceedings of the Selected Papers of the 2009 International Conference on Computational Science and Its Applications, 2009

Weighted Aspect Moment Invariant in Pattern Recognition.
Proceedings of the Computational Science and Its Applications, 2009

A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network.
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009

Self Organizing Features Map with Improved Segmentation to Identify Touching of Adjacent Characters in Handwritten Words.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

Mining generalized features for writer identification.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Improving performance of radial basis function network based with particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Intelligent Web Caching for E-learning Log Data.
Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

Weighted Central Moment for Pattern Recognition: Derivation, Analysis of Invarianceness, and Simulation Using Letter Characters.
Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

Enhancement of Particle Swarm Optimization in Elman Recurrent Network with Bounded Vmax Function.
Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

Neuro-fuzzy system in web client-side caching.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection.
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009

Improving Non-Uniform Rational B-splines' Knot Removal with Particle Swarm Optimization.
Proceedings of the Sixth International Conference on Computer Graphics, 2009

Particle Swarm Optimization for NURBS Curve Fitting.
Proceedings of the Sixth International Conference on Computer Graphics, 2009

2008
An Implementation of Rough Set in Optimizing Mobile Web Caching Performance.
Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Invariants Discretization for Individuality Representation in Handwritten Authorship.
Proceedings of the Computational Forensics, Second International Workshop, 2008

Rough Set Granularity in Mobile Web Pre-caching.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Application of Grey Relational Analysis for Multivariate Time Series.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Bounded PSO Vmax Function in Neural Network Learning.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Enhance Term Weighting Algorithm as Feature Selection Technique for Illicit Web Content Classification.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Data Reduction and Ensemble Classifiers in Intrusion Detection.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Data Modeling for Kuala Lumpur Composite Index with ANFIS.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Hybridization Model of Linear and Nonlinear Time Series Data for Forecasting.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Handwritten Digits Recognition Using Particle Swarm Optimization.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Augmentation of Elman Recurrent Network Learning with Particle Swarm Optimization.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

A connectionist system approach for learning logic programs.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

Ensemble of One-Class Classifiers for Network Intrusion Detection System.
Proceedings of the Proccedings of the Fourth International Conference on Information Assurance and Security, 2008

Kohonen-Swarm Algorithm for Unstructured Data in Surface Reconstruction.
Proceedings of the Fifth International Conference on Computer Graphics, 2008

2007
Guest editorial.
The Visual Computer, 2007

Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection.
Proceedings of the Computational Science and Its Applications, 2007

Embedded Scale United Moment Invariant for Identification of Handwriting Individuality.
Proceedings of the Computational Science and Its Applications, 2007

Genetically Tuned Fuzzy Back-propagation Learning Method Based On Derivation Of Min-max Function For Fuzzy Neural Networks.
Proceedings of the 2007 International Conference on Genetic and Evolutionary Methods, 2007

2006
Optimized NURBS Ship Hull Fitting using Simulated Annealing.
Proceedings of the Third International Conference on Computer Graphics, 2006

2005
A new corner detection algorithm for chain code representation.
Int. J. Comput. Math., 2005

Ship Hull Fitting Using NURBS.
Proceedings of the 2005 International Conference on Computer Graphics, 2005

2004
3D object reconstruction and representation using neural networks.
Proceedings of the 2nd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2004, 2004

A Hybrid Parameterization Method for NURBS.
Proceedings of the 2004 International Conference on Computer Graphic, 2004

2002
Invarianceness of Higher Order Centralised Scaled-invariants Undergo Basic Transformations.
Int. J. Comput. Math., 2002

Rough Set on Trademark Images for Neural Network Classifier.
Int. J. Comput. Math., 2002

2001
An improved error signal for the backpropagation model for classification problems.
Int. J. Comput. Math., 2001

2000
Improved Scale-Invariant Moments for Deformation Digits.
Int. J. Comput. Math., 2000

Feature extraction with an improved scale-invariants for deformation digits.
Int. J. Comput. Math., 2000


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