Rubiyah Yusof

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 30

Top Topics

Extreme Learning Machine

Feature Selection

Top Venues

Neural Comput. Appl.

Publications

Noureldin S. Eissa, Uswah Khairuddin, Rubiyah Yusof
A hybrid metaheuristic-deep learning technique for the pan-classification of cancer based on DNA methylation. BMC Bioinform. 23 (1) (2022)
Saad Bin Ahmed, Ibrahim A. Hameed, Saeeda Naz, Muhammad Imran Razzak, Rubiyah Yusof
Evaluation of Handwritten Urdu Text by Integration of MNIST Dataset Learning Experience. IEEE Access 7 (2019)
Sohailah Safie, Nik Mohamad Aizuddin Nik Azmi, Rubiyah Yusof, Muhd Ridzuan Muhd Yunus, Mohammad Fairol Zamzuri Che Sayuti, Kok Keng Fai
Object Localization and Detection for Real-Time Automatic License Plate Detection (ALPR) System Using RetinaNet Algorithm. IntelliSys (1) (2019)
Farinaz Behrooz, Rubiyah Yusof, Uswah Khairuddin
Hybrid Nonlinear Controller Design for Air Conditioning System. ASCC (2019)
Reza Arfa, Rubiyah Yusof, Parvaneh Shabanzadeh
Novel trajectory clustering method based on distance dependent Chinese restaurant process. PeerJ Comput. Sci. 5 (2019)
Ahmed Elfakharany, Rubiyah Yusof, Nordinah Ismail, Reza Arfa, Muhd Ridzuan Muhd Yunus
HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. CoRR (2019)
Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak, Rubiyah Yusof
Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids. CoRR (2018)
Ahmed Madani, Rubiyah Yusof
Traffic sign recognition based on color, shape, and pictogram classification using support vector machines. Neural Comput. Appl. 30 (9) (2018)
Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak, Rubiyah Yusof
Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids. ICONIP (1) (2018)
Ayman Maliha, Rubiyah Yusof, Mohd Ibrahim Shapiai
Extreme learning machine for structured output spaces. Neural Comput. Appl. 30 (4) (2018)
Rubiyah Yusof, Uswah Khairuddin, Nenny Ruthfalydia Rosli, Hafizza Abdul Ghafar, Nik Mohamad Aizuddin Nik Azmi, Azlin Ahmad, Anis Salwa Mohd Khairuddin
A Study of Feature Extraction and Classifier Methods for Tropical Wood Recognition System. TENCON (2018)
Mohd Iz'aan Paiz Zamri, Florian Cordova, Anis Salwa Mohd Khairuddin, Norrima Mokhtar, Rubiyah Yusof
Tree species classification based on image analysis using Improved-Basic Gray Level Aura Matrix. Comput. Electron. Agric. 124 (2016)
Zalhan Mohd Zin, Rubiyah Yusof, Ehsan Mesbahi
Hybrid neural networks for dimension reduction and clustering of multidimensional data. ISAMSR (2016)
Mohd Iz'aan Paiz Zamri, Anis Salwa Mohd Khairuddin, Norrima Mokhtar, Rubiyah Yusof
Wood Species Recognition System based on Improved Basic Grey Level Aura Matrix as feature extractor. J. Robotics Netw. Artif. Life 3 (3) (2016)
Junzo Watada, Chen Shi, Yoshiyuki Yabuuchi, Rubiyah Yusof, Zahriah Sahri
A Rough Set Approach to Data Imputation and Its Application to a Dissolved Gas Analysis Dataset. CMCSN (2016)
Zalhan Mohd Zin, Rubiyah Yusof, Ehsan Mesbahi
Improving self organizing maps method for data clustering and classification. ASCC (2015)
Parvaneh Shabanzadeh, Rubiyah Yusof
An Efficient Optimization Method for Solving Unsupervised Data Classification Problems. Comput. Math. Methods Medicine 2015 (2015)
Azlin Ahmad, Rubiyah Yusof, Yasue Mitsukura
Identifying the dominant species of tropical wood species using histogram intersection method. IECON (2015)
Mohsen Pashna, Rubiyah Yusof, Sepideh Yazdani
Analysis of prediction methods for swarm robotic - In the case of oil spill tracking. ASCC (2015)
Sepideh Yazdani, Rubiyah Yusof, Mohsen Pashna, Alireza Karimian
A hybrid method for brain MRI classification. ASCC (2015)
Ayman Maliha, Rubiyah Yusof, Ahmed Madani
Online sequential-extreme learning machine based detector on training-learning-detection framework. ASCC (2015)
Rasoul Rahmani, Hediyeh Karimi, Rubiyah Yusof, Mohd Fauzi Othman
A precise fuzzy controller developed for overhead crane. ASCC (2015)
Imanurfatiehah Ibrahim, Anis Salwa Mohd Khairuddin, Rubiyah Yusof
Incorporation of pre-classifier and nonlinear feature selection for tropical wood species recognition system. ASCC (2015)
Ahmed Madani, Rubiyah Yusof, Ayman Maliha
Traffic sign segmentation using supervised distance based classifiers. ASCC (2015)
Parvaneh Shabanzadeh, Rubiyah Yusof
Solving unsupervised classification problems by new method. ASCC (2015)
Hiroki Shibasaki, Rubiyah Yusof, Yoshihisa Ishida
A model-following control using a robust gain matrix based on the normalized plant. ASCC (2015)
Kazushi Kawamura, Hiroki Shibasaki, Rubiyah Yusof, Yoshihisa Ishida
An H∞ controller design based on the butterworth filter conversion. ASCC (2015)
Azlin Ahmad, Rubiyah Yusof, Yasue Mitsukura
Pheromone-based Kohonen Self-Organizing Map (PKSOM) in clustering of tropical wood species: Performance and scalability. ASCC (2015)
Sepideh Yazdani, Rubiyah Yusof, Alireza Karimian, Amir Hosein Riazi, Mohammed Bennamoun
A Unified Framework for Brain Segmentation in MR Images. Comput. Math. Methods Medicine 2015 (2015)
Toshiyuki Tojo, Norzaidah Md Noh, Osamu Ono, Rubiyah Yusof
Intelligent decision supporting tutor in virtual group operation control and management based on e-learning system. ASCC (2015)
Norzaidah Binti Md. Noh, Rubiyah Yusof, Osamu Ono, Toshiyuki Tojo
Feedback Preferences in Case-Base Construction for Intelligent Lab Tutor. AsiaSim (2014)
Rasoul Rahmani, Rubiyah Yusof
A new simple, fast and efficient algorithm for global optimization over continuous search-space problems: Radial Movement Optimization. Appl. Math. Comput. 248 (2014)
Mohsen Pashna, Rubiyah Yusof, Rasoul Rahmani
Oil Spill trajectory tracking using swarm intelligence and hybrid fuzzy system. FUZZ-IEEE (2014)
H. Karimi Feiz Abadi, Rubiyah Yusof, S. Maryam Eshrati, S. D. Naghib, Meisam Rahmani, M. Ghadiri, Elnaz Akbari, Muhammad Taghi Ahmad
Current-voltage modeling of graphene-based DNA sensor. Neural Comput. Appl. 24 (1) (2014)
Marzuki Khalid, Rubiyah Yusof, Majid Joshani, Hazlina Selamat, Mohamad Joshani
Nonlinear Identification of a Magneto-Rheological Damper Based on Dynamic Neural Networks. Comput. Aided Civ. Infrastructure Eng. 29 (3) (2014)
Toshiyuki Tojo, Osamu Ono, Norzaidah Binti Md. Noh, Rubiyah Yusof
Hybrid Agent Tutor Model for e-Learning System with Robotics. AsiaSim (2014)
Zahriah Sahri, Rubiyah Yusof, Junzo Watada
FINNIM: Iterative Imputation of Missing Values in Dissolved Gas Analysis Dataset. IEEE Trans. Ind. Informatics 10 (4) (2014)
Suryanti Awang, Rubiyah Yusof, Mohamad Fairol Zamzuri, Reza Arfa
Feature Level Fusion of Face and Signature Using a Modified Feature Selection Technique. SITIS (2013)
Rubiyah Yusof, Marzuki Khalid, Anis Salwa Mohd Khairuddin
Fuzzy logic-based pre-classifier for tropical wood species recognition system. Mach. Vis. Appl. 24 (8) (2013)
Rubiyah Yusof, Nenny Ruthfalydia Rosli
Tropical Wood Species Recognition System Based on Gabor Filter as Image Multiplier. SITIS (2013)
Azlin Ahmad, Rubiyah Yusof
The Implementation of Ant Clustering Algorithm (ACA) in Clustering and Classifying the Tropical Wood Species. SITIS (2013)
Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Fatimah Sham Ismail
Model-based fault detection and diagnosis optimization for process control rig. ASCC (2013)
Azura Che Soh, Mohammad Hamiruce Marhaban, Marzuki Khalid, Rubiyah Yusof
A discrete-event traffic simulation model for multilane-multiple intersection. ASCC (2013)
Sayed Mohammad Reza Loghmanian, Rubiyah Yusof, Marzuki Khalid
Nonlinear Dynamic System Identification Using Volterra Series: Multi-Objective Optimization Approach. J. Adv. Comput. Intell. Intell. Informatics 16 (4) (2012)
Fatimah Sham Ismail, Rubiyah Yusof, Marzuki Khalid
Optimization of electronics component placement design on PCB using self organizing genetic algorithm (SOGA). J. Intell. Manuf. 23 (3) (2012)
Sayed Mohammad Reza Loghmanian, Hishamuddin Jamaluddin, Robiah Ahmad, Rubiyah Yusof, Marzuki Khalid
Structure optimization of neural network for dynamic system modeling using multi-objective genetic algorithm. Neural Comput. Appl. 21 (6) (2012)
Rubiyah Yusof, Marzuki Khalid, Gan Teck Hui, Syafawati Md Yusof, Mohd Fauzi Othman
Solving job shop scheduling problem using a hybrid parallel micro genetic algorithm. Appl. Soft Comput. 11 (8) (2011)
Rubiyah Yusof, Ribhan Zafira Abdul Rahman, Marzuki Khalid, Mohd Faisal Ibrahim
Optimization of fuzzy model using genetic algorithm for process control application. J. Frankl. Inst. 348 (7) (2011)
Prasetiyo, Marzuki Khalid, Rubiyah Yusof, Fabrice Mériaudeau
A Comparative Study of Feature Extraction Methods for Wood Texture Classification. SITIS (2010)
Fatimah Sham Ismail, Rubiyah Yusof
A new self organizing multi-objective optimization method. SMC (2010)
Rubiyah Yusof, Marzuki Khalid, Tay Cheng San
Solving Industrial Based Job-Shop Scheduling Problem by Distributed Micro-Genetic Algorithm with Local Search. KES (1) (2010)
Rubiyah Yusof, Marzuki Khalid, Mohd. Ridzuan Yunus
Ordinal Structure Fuzzy Logic Predictor for Consumer Behaviour. KES (2) (2010)
Rubiyah Yusof, Nenny Ruthfalydia Rosli, Marzuki Khalid
Using Gabor Filters as Image Multiplier for Tropical Wood Species Recognition System. UKSim (2010)
Marzuki Khalid, Hamam Mokayed, Rubiyah Yusof, Osamu Ono
Online Signature Verification with Neural Networks Classifier and Fuzzy Inference. Asia International Conference on Modelling and Simulation (2009)
Azura Che Soh, Marzuki Khalid, Mohammad Hamiruce Marhaban, Rubiyah Yusof
Modeling of a multilane-multiple intersection based on queue theory and standard approach techniques. Simul. Model. Pract. Theory 17 (6) (2009)
Jamikaliza Abdul Karim, Rubiyah Yusof, Marzuki Khalid
Investigate the Performance of Fuzzy Artmap Classifier for Face Recognition System. SITIS (2008)
Babak Rezaei Rowshan, Marzuki Khalid, Rubiyah Yusof
Multi-Level Fuzzy Score Fusion for Client Specific Linear Discriminant Analysis Based Face Authentication System. SITIS (2008)
Zalhan Mohd Zin, Marzuki Khalid, Rubiyah Yusof
Evolutionary Feature Selections for Face Detection System. PRICAI (2008)
Yap Wooi Hen, Marzuki Khalid, Rubiyah Yusof
Face Verification with Gabor Representation and Support Vector Machines. Asia International Conference on Modelling and Simulation (2007)
Ribhan Zafira Abdul Rahman, Rubiyah Yusof, Marzuki Khalid
Recursive Least Square and Fuzzy Modelling Using Genetic Algorithm for Process Control Application. Asia International Conference on Modelling and Simulation (2007)
Siti Norul Huda Sheikh Abdullah, Marzuki Khalid, Rubiyah Yusof, Khairuddin Omar
License plate detection using cluster run length smoothing algorithm (CRLSA). Artificial Intelligence and Applications (2007)
Azura Che Soh, Mohammad Hamiruce Marhaban, Marzuki Khalid, Rubiyah Yusof
Modelling and Optimisation of a Traffic Intersection Based on Queue Theory and Markov Decision Control Methods. Asia International Conference on Modelling and Simulation (2007)
Siti Norul Huda Sheikh Abdullah, Marzuki Khalid, Rubiyah Yusof, Khairuddin Omar
Comparison of Feature Extractors in License Plate Recognition. Asia International Conference on Modelling and Simulation (2007)
Siti Norul Huda Sheikh Abdullah, Marzuki Khalid, Rubiyah Yusof, Khairuddin Omar
Detecting license plate using cluster run length smoothing algorithm. ICINCO-ICSO (2006)
Rubiyah Yusof, Tay Cheng San, Marzuki Khalid, Osamu Ono
Solving University Timetabling Problems by Distributed Micro-Genetic Algorithm with Local Search. Artificial Intelligence and Applications (2005)
Mohamad Shukri, Marzuki Khalid, Rubiyah Yusof, Mohd Shafawi
Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System. KES (2004)
Y. Toyoura, Junzo Watada, Marzuki Bin Khalid, Rubiyah Yusof
Formulation of linguistic regression model based on natural words. Soft Comput. 8 (10) (2004)
Yong Haw Tay, Marzuki Khalid, Rubiyah Yusof, Christian Viard-Gaudin
Offline cursive handwriting recognition system based on hybrid Markov model and neural networks. CIRA (2003)
Mohamad Shukri Zainal Abidin, Rubiyah Yusof, Marzuki Kahlid, Shamsuddin Mohd. Amin
Application of a model-based fault detection and diagnosis using parameter estimation and fuzzy inference to a DC-servomotor. ISIC (2002)
Teo Lian Seng, Marzuki Khalid, Rubiyah Yusof
Adaptive GRNN for the modelling of dynamic plants. ISIC (2002)
Teo Lian Seng, Marzuki Bin Khalid, Rubiyah Yusof
Tuning of a neuro-fuzzy controller by genetic algorithm. IEEE Trans. Syst. Man Cybern. Part B 29 (2) (1999)
Teo Lian Seng, Marzuki Khalid, Rubiyah Yusof, Sigeru Omatu
Adaptive Neuro-fuzzy Control System by RBF and GRNN Neural Networks. J. Intell. Robotic Syst. 23 (2-4) (1998)
Marzuki Khalid, Sigeru Omatu, Rubiyah Yusof
Temperature regulation with neural networks and alternative control schemes. IEEE Trans. Neural Networks 6 (3) (1995)
Rubiyah Yusof, Sigeru Omatu, Marzuki Khalid
Self-tuning PID control: A multivariable derivation and application. Autom. 30 (12) (1994)
Marzuki Khalid, Sigeru Omatu, Rubiyah Yusof
MIMO furnace control with neural networks. IEEE Trans. Control. Syst. Technol. 1 (4) (1993)