Siti Mariyam Shamsuddin

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 29

Top Topics

Top Venues

Knowl. Based Syst.

Publications

Asad Abdi, Shafaatunnur Hasan, Siti Mariyam Shamsuddin, Norisma Idris, Jalil Piran
A hybrid deep learning architecture for opinion-oriented multi-document summarization based on multi-feature fusion. Knowl. Based Syst. 213 (2021)
Abdullah Marish Ali, Siti Mariyam Shamsuddin, Fathy E. Eassa, Faisal Saeed, Madini O. Alassafi, Tawfik Al Hadhrami, Ahmed M. Elmisery
Towards an Intelligent Framework for Cloud Service Discovery. Int. J. Cloud Appl. Comput. 11 (3) (2021)
Ismail B. Mustapha, Shafaatunnur Hasan, Sunday Olusanya Olatunji, Siti Mariyam Shamsuddin, Afolabi Kazeem
Effective Email Spam Detection System using Extreme Gradient Boosting. CoRR (2020)
Fathey Mohammed, Abdullah Marish Ali, Abdullah S. Al-Malaise Al-Ghamdi, Fawaz Alsolami, Siti Mariyam Shamsuddin, Fathy E. Eassa
Cloud Computing Services: Taxonomy of Discovery Approaches and Extraction Solutions. Symmetry 12 (8) (2020)
Asad Abdi, Shafaatunnur Hasan, Mohammad Arshi Saloot, Siti Mariyam Shamsuddin, Norisma Idris
A question answering system in hadith using linguistic knowledge. Comput. Speech Lang. 60 (2020)
Abdelrahman Altigani, Shafaatunnur Hasan, Siti Mariyam Shamsuddin, Bazara I. A. Barry
A multi-shape hybrid symmetric encryption algorithm to thwart attacks based on the knowledge of the used cryptographic suite. J. Inf. Secur. Appl. 46 (2019)
Shafaatunnur Hasan, Siti Mariyam Shamsuddin
Multi-strategy learning and deep harmony memory improvisation for self-organizing neurons. Soft Comput. 23 (1) (2019)
Asad Abdi, Siti Mariyam Shamsuddin, Shafaatunnur Hasan, Jalil Piran
Automatic sentiment-oriented summarization of multi-documents using soft computing. Soft Comput. 23 (20) (2019)
Zanariah Zainudin, Siti Mariyam Shamsuddin, Shafaatunnur Hasan
Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection. AMLTA (2019)
Ashraf Osman Ibrahim, Siti Mariyam Shamsuddin, Ajith Abraham, Sultan Noman Qasem
Adaptive memetic method of multi-objective genetic evolutionary algorithm for backpropagation neural network. Neural Comput. Appl. 31 (9) (2019)
Asad Abdi, Siti Mariyam Shamsuddin, Shafaatunnur Hasan, Jalil Piran
Deep learning-based sentiment classification of evaluative text based on Multi-feature fusion. Inf. Process. Manag. 56 (4) (2019)
Abdullah Ali, Siti Mariyam Shamsuddin, Fathy E. Eassa, Faisal Saeed
Multiple phases-based classifications for cloud services. Int. J. Comput. Aided Eng. Technol. 10 (4) (2018)
Asad Abdi, Siti Mariyam Shamsuddin, Ramiz M. Aliguliyev
QMOS: Query-based multi-documents opinion-oriented summarization. Inf. Process. Manag. 54 (2) (2018)
Ashraf Osman Ibrahim, Siti Mariyam Shamsuddin
Intelligent Breast Cancer Diagnosis Based on Enhanced Pareto Optimal and Multilayer Perceptron Neural Network. Int. J. Comput. Aided Eng. Technol. 10 (5) (2018)
Shafaatunnur Hasan, Amantay Bilash, Siti Mariyam Shamsuddin, Aboul Ella Hassanien
GPU-Based CAPSO with N-Dimension Particles. AMLTA (2018)
Samuel-Soma M. Ajibade, Nor Bahiah Ahmad, Siti Mariyam Shamsuddin
A Data Mining Approach to Predict Academic Performance of Students Using Ensemble Techniques. ISDA (1) (2018)
Asad Abdi, Siti Mariyam Shamsuddin, Shafaatunnur Hasan, Jalil Piran
Machine learning-based multi-documents sentiment-oriented summarization using linguistic treatment. Expert Syst. Appl. 109 (2018)
Bayan Omar Mohammed, Siti Mariyam Shamsuddin
A Multimodal Biometric System using Global Features for Identical Twins Identification. J. Comput. Sci. 14 (1) (2018)
Asad Abdi, Siti Mariyam Shamsuddin, Norisma Idris, Rasim M. Alguliyev, Ramiz M. Aliguliyev
A linguistic treatment for automatic external plagiarism detection. Knowl. Based Syst. 135 (2017)
Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin, Haza Nuzly Abdull Hamed
A hybrid differential evolution algorithm for parameter tuning of evolving spiking neural network. Int. J. Comput. Vis. Robotics 7 (1/2) (2017)
Nur Syahela Hussien, Sarina Sulaiman, Siti Mariyam Shamsuddin
Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage. DMBD (2017)
Merlinda Wibowo, Sarina Sulaiman, Siti Mariyam Shamsuddin
Machine Learning in Data Lake for Combining Data Silos. DMBD (2017)
Razana Alwee, Siti Mariyam Shamsuddin, Roselina Sallehuddin
Swarm Optimized Grey SVR and ARIMA for Modeling of Larceny-Theft Rate with Economic Indicators. Int. J. Comput. Intell. Appl. 16 (2) (2017)
Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin, Haza Nuzly Abdull Hamed
An integrated harmony search algorithm-based multi-objective differential evolution of evolving spiking neural network. Int. J. Intell. Syst. Technol. Appl. 15 (3) (2016)
Hosein Abedinpourshotorban, Shafaatunnur Hasan, Siti Mariyam Shamsuddin, Nur Fatimah As'Sahra
A differential-based harmony search algorithm for the optimization of continuous problems. Expert Syst. Appl. 62 (2016)
Rafaa I. Yahya, Siti Mariyam Shamsuddin, Salah I. Yahya, Shafatnnur Hasan, Bisan Al-Salibi, Ghada Al-Khafaji
Image Segmentation Using Membrane Computing: A Literature Survey. BIC-TA (1) (2016)
Zahra Beheshti, Morteza Firouzi, Siti Mariyam Shamsuddin, Masoumeh Zibarzani, Zulkifli Yusop
A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network. Neural Comput. Appl. 27 (8) (2016)
Dian Palupi Rini, Siti Mariyam Shamsuddin, Siti Sophiayati Yuhaniz
Particle swarm optimization for ANFIS interpretability and accuracy. Soft Comput. 20 (1) (2016)
Hosein Abedinpourshotorban, Siti Mariyam Shamsuddin, Zahra Beheshti, Dayang N. A. Jawawi
Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm. Swarm Evol. Comput. 26 (2016)
Zahra Beheshti, Siti Mariyam Shamsuddin, Shafaatunnur Hasan
Memetic binary particle swarm optimization for discrete optimization problems. Inf. Sci. 299 (2015)
Nilam Nur Amir Sjarif, Siti Mariyam Shamsuddin
Human action invarianceness for human action recognition. SKIMA (2015)
Haza Nuzly Abdull Hamed, Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin
A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems. ISNN (2015)
Selma Elnasir, Siti Mariyam Shamsuddin, Sajad Farokhi
Accurate palm vein recognition based on wavelet scattering and spectral regression kernel discriminant analysis. J. Electronic Imaging 24 (1) (2015)
Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin, Haza Nuzly Abdull Hamed
Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems. AIAI (2015)
Zahra Beheshti, Siti Mariyam Shamsuddin
Non-parametric particle swarm optimization for global optimization. Appl. Soft Comput. 28 (2015)
Muhammad Imran Babar, Masitah Ghazali, Dayang N. A. Jawawi, Siti Mariyam Shamsuddin, Noraini Ibrahim
PHandler: An expert system for a scalable software requirements prioritization process. Knowl. Based Syst. 84 (2015)
Ashraf Osman Ibrahim, Siti Mariyam Shamsuddin, Sultan Noman Qasem
Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification. SCDM (2014)
Sajad Farokhi, Siti Mariyam Shamsuddin, Usman Ullah Sheikh, Jan Flusser, Mohammad Khansari, Kourosh Jafari-Khouzani
Near infrared face recognition by combining Zernike moments and undecimated discrete wavelet transform. Digit. Signal Process. 31 (2014)
Nur Syahela Hussien, Sarina Sulaiman, Siti Mariyam Shamsuddin
A Review of Intelligent Methods for Pre-fetching in Cloud Computing Environment. SCDM (2014)
Selma Elnasir, Siti Mariyam Shamsuddin
Proposed scheme for palm vein recognition based on Linear Discrimination Analysis and nearest neighbour classifier. ISBAST (2014)
Sultan Noman Qasem, Siti Mariyam Shamsuddin, Siti Zaiton Mohd Hashim, Maslina Darus, Eiman Tamah Al-Shammari
Corrigendum to "Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems" [Inform. Sci. 239(2013) 165-190]. Inf. Sci. 279 (2014)
Vazeerudeen Abdul Hameed, Siti Mariyam Shamsuddin, Maslina Darus, Anca L. Ralescu
Algorithm for faster computation of non-zero graph based invariants. Neurocomputing 137 (2014)
Aini Najwa Azmi, Dewi Nasien, Siti Mariyam Shamsuddin
A review on handwritten character and numeral recognition for Roman, Arabic, Chinese and Indian scripts. CoRR (2013)
Nilam Nur Amir Sjarif, Siti Zaiton Mohd Hashim, Siti Mariyam Shamsuddin, Anca L. Ralescu
Higher order geometrical image features representation for action recognition. SoCPaR (2013)
Wong Yee Leng, Siti Mariyam Shamsuddin, Sargur N. Srihari
Fusing Modalities in Forensic Identification with Score Discretization. AFHA (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 (2013)
See Pheng Hang, Siti Mariyam Shamsuddin, Anca Ralescu
Massive training in artificial immune recognition algorithm for enhancement of lung CT scans. SoCPaR (2013)
Sajad Farokhi, Siti Mariyam Shamsuddin, Jan Flusser, Usman Ullah Sheikh, Mohammad Khansari, Kourosh Jafari-Khouzani
Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis. J. Electronic Imaging 22 (1) (2013)
Zahra Beheshti, Siti Mariyam Shamsuddin, Siti Sophiayati Yuhaniz
Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems. J. Glob. Optim. 57 (2) (2013)
Intan Ermahani A. Jalil, Azah Kamilah Muda, Siti Mariyam Shamsuddin, Anca L. Ralescu
Geometrical feature based ranking using grey relational analysis (GRA) for writer identification. SoCPaR (2013)
Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samad Ismail
Intelligent Web proxy caching approaches based on machine learning techniques. Decis. Support Syst. 53 (3) (2012)
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)
Roselina Sallehuddin, Siti Mariyam Shamsuddin, Noorfa Haszlinna Mustafa
Enhancing Forecasting Performance of Multivariate Time Series Using New Hybrid Feature Selection. ICIC (3) (2012)
Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Shamsuddin, Ajith Abraham
Design of Adaptive IDS with Regulated Retraining Approach. AMLTA (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 (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) (2012)
Bayan Omar Mohammed, Siti Mariyam Shamsuddin
Improvement in twins handwriting identification with invariants discretization. EURASIP J. Adv. Signal Process. 2012 (2012)
Vazeerudeen Abdul Hameed, Siti Mariyam Shamsuddin
Faster Computation of Non-zero Invariants from Graph Based Method. ICIC (3) (2012)
Aida Ali, Siti Mariyam Shamsuddin, Anca L. Ralescu
Hybrid intelligent systems in survival prediction of breast cancer. HIS (2012)
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)
Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samed Ismail
Intelligent Naïve Bayes-based approaches for Web proxy caching. Knowl. Based Syst. 31 (2012)
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)
Shafaatunnur Hasan, Siti Mariyam Shamsuddin
Multistrategy Self-Organizing Map Learning for Classification Problems. Comput. Intell. Neurosci. 2011 (2011)
Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Siti Mariyam Shamsuddin, Harya Widiputra, Kshitij Dhoble
An extended Evolving Spiking Neural Network model for spatio-temporal pattern classification. IJCNN (2011)
Waleed Ali Ahmed, Siti Mariyam Shamsuddin
Neuro-fuzzy system in partitioned client-side Web cache. Expert Syst. Appl. 38 (12) (2011)
Hamid Rastegari, Siti Mariyam Shamsuddin
An immune system approach to personalize search results. ISDA (2011)
Waleed Ali, Siti Mariyam Shamsuddin, Abdul Samed Ismail
Patterns analysis and classification for Web proxy cache. HIS (2011)
Aida Ali, Siti Mariyam Shamsuddin, Anca L. Ralescu, Sofia Visa
Fuzzy classifier for classification of medical data. HIS (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) (2011)
Sarina Sulaiman, Siti Mariyam Shamsuddin, Ajith Abraham, Shahida Sulaiman
Intelligent Mobile Web Pre-fetching (IMWeP) using XML technology. CISIM (2010)
Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Siti Mariyam Shamsuddin
Probabilistic Evolving Spiking Neural Network Optimization Using Dynamic Quantum-inspired Particle Swarm Optimization. Aust. J. Intell. Inf. Process. Syst. 11 (1) (2010)
Haza Nuzly Abdull Hamed, Nikola K. Kasabov, Siti Mariyam Shamsuddin
Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization. SoCPaR (2009)
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)
Waleed Ali, Siti Mariyam Shamsuddin
Neuro-fuzzy system in web client-side caching. AICCSA (2009)
Amir Atapour Abarghouei, Afshin Ghanizadeh, Saman Sinaie, Siti Mariyam Shamsuddin
A Survey of Pattern Recognition Applications in Cancer Diagnosis. SoCPaR (2009)
Hamid Rastegari, Siti Mariyam Shamsuddin
Review of Artificial Immune System in Web Personalization. SoCPaR (2009)
Babak Behravesh, Siti Mariyam Shamsuddin, Anazida Zainal
Rule Modeling Engine for Optimizing Complex Event Processing Patterns. SoCPaR (2009)