Rozaida Ghazali

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Venues

SCDM

J. Intell. Fuzzy Syst.

ICSI (1)

FSKD

Liverpool John Moores University, UK (PHD)

Education History

Liverpool John Moores University, UK

PHD

Publications

Muhammad Zulqarnain, Rozaida Ghazali, Muhammad Aamir, Yana Mazwin Mohmad Hassim
An efficient two-state GRU based on feature attention mechanism for sentiment analysis. Multim. Tools Appl. 83 (1) (2024)
Syed Irteza Hussain Jafri, Rozaida Ghazali, Irfan Javid, Yana Mazwin Mohmad Hassim, Mubashir Hayat Khan
A Hybrid Solution For The Cold Start Problem In Recommendation. Comput. J. 67 (5) (2024)
Ebrahim Al-wajih, Rozaida Ghazali
Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition. Knowl. Based Syst. 259 (2023)
Irfan Javid, Rozaida Ghazali, Muhammad Zulqarnain, Norlida Hassan
Data pre-processing for cardiovascular disease classification: A systematic literature review. J. Intell. Fuzzy Syst. 44 (1) (2023)
Fazli Wahid, Rozaida Ghazali, Lokman Hakim Bin Ismail, Ali M. Algarwi Aseere
An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings. Int. J. Swarm Intell. Res. 14 (1) (2023)
Abdullahi Abdi Abubakar Hassan, Nordiana Rahim, Rozaida Ghazali, Norhanifah Murli
Exploring the Effectiveness of GRU Model with SIELU Activation Function for Water Quality Classification. ICCSCE (2023)
Irfan Javid, Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali, Yana Mazwin Mohmad Hassim, Muhammad Zulqarnain
feature selection for heart disease prediction. J. Intell. Fuzzy Syst. 42 (4) (2022)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
The Effect of Trigonometric Basis Function on Functional Link Neural Network with Ant Lion Optimizer. SCDM (2022)
Irfan Javid, Rozaida Ghazali, Muhammad Zulqarnain, Noor Aida Husaini
Deep Learning GRU Model and Random Forest for Screening Out Key Attributes of Cardiovascular Disease. SCDM (2022)
Z. A. M. S. Juman, Salama A. Mostafa, Rozaida Ghazali, K. S. M. Karunamuni, H. M. N. S. Kumari
A Generalized Assignment of Standard Minute Value Model to Minimize the Difference Between the Planned and Actual Outputs of a Garment Production Line. SCDM (2022)
Sibtain Ahmed Butt, Umer Iqbal, Rozaida Ghazali, Ijaz Ali Shoukat, Ayodele Lasisi, Ahmed Khalaf Zager Al Saedi
An Improved Convolutional Neural Network for Speech Emotion Recognition. SCDM (2022)
Mazhar Hameed, Khurum Iqbal, Rozaida Ghazali, Fawwad Hassan Jaskani, Zunaira Saman
Karachi Stock Exchange Price Prediction using Machine Learning Regression Techniques. EAI Endorsed Trans. Creative Technol. 8 (28) (2021)
Fazli Wahid, Rozaida Ghazali
A hybrid approach of firefly and genetic algorithm for solving optimisation problems. Int. J. Comput. Aided Eng. Technol. 14 (1) (2021)
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Umer Iqbal, Ijaz Ali Shoukat
A novel rough value set categorical clustering technique for supplier base management. Computing 103 (9) (2021)
Muhammad Zulqarnain, Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali, Muhammad Ghulam Ghouse, Wareesa Sharif, Noor Aida Husaini
A comparative analysis on question classification task based on deep learning approaches. PeerJ Comput. Sci. 7 (2021)
Ayodele Lasisi, Rozaida Ghazali, Lokman Hakim Bin Ismail, Noor Aida Husaini
Deploying Fuzzy Rough Set and Artificial Immune System Algorithms for Air Quality Prediction. RoViSP (2021)
Noor Aida Husaini, Rozaida Ghazali, Nureize Arbaiy, Ayodele Lasisi
Effects of the Number of Network's Order Used in a Higher Order Neural Network on Time Series Prediction. RoViSP (2021)
Ebrahim Al-wajih, Rozaida Ghazali
An enhanced LBP-based technique with various size of sliding window approach for handwritten Arabic digit recognition. Multim. Tools Appl. 80 (16) (2021)
Muhammad Asghar Khan, Habib Shah, Sajjad Ur Rehman, Neeraj Kumar, Rozaida Ghazali, Danish Shehzad, Insaf Ullah
Securing Internet of Drones With Identity-Based Proxy Signcryption. IEEE Access 9 (2021)
Waddah Waheeb, Rozaida Ghazali
A novel error-output recurrent neural network model for time series forecasting. Neural Comput. Appl. 32 (13) (2020)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Training Functional Link Neural Network with Ant Lion Optimizer. SCDM (2020)
Ebrahim Al-wajih, Rozaida Ghazali, Yana Mazwin Mohmad Hassim
Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition. SCDM (2020)
Fazli Wahid, Rozaida Ghazali, Lokman Hakim Bin Ismail
An Enhanced Approach of Artificial Bee Colony for Energy Management in Energy Efficient Residential Building. Wirel. Pers. Commun. 104 (1) (2019)
Waddah Waheeb, Rozaida Ghazali
A new genetically optimized tensor product functional link neural network: an application to the daily exchange rate forecasting. Evol. Intell. 12 (4) (2019)
Fazli Wahid, Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali
Using improved firefly algorithm based on genetic algorithm crossover operator for solving optimization problems. J. Intell. Fuzzy Syst. 36 (2) (2019)
Waddah Waheeb, Rozaida Ghazali
Forecasting the Behavior of Gas Furnace Multivariate Time Series Using Ridge Polynomial Based Neural Network Models. Int. J. Interact. Multim. Artif. Intell. 5 (5) (2019)
Fazli Wahid, Rozaida Ghazali
Hybrid of firefly algorithm and pattern search for solving optimization problems. Evol. Intell. 12 (1) (2019)
Fazli Wahid, Lokman Hakim Bin Ismail, Rozaida Ghazali, Muhammad Aamir
An Efficient Artificial Intelligence Hybrid Approach for Energy Management in Intelligent Buildings. KSII Trans. Internet Inf. Syst. 13 (12) (2019)
Ayodele Lasisi, Nasser Tairan, Rozaida Ghazali, Wali Khan Mashwani, Sultan Noman Qasem, Harish Garg, Anuja Arora
Predicting Crude Oil Price Using Fuzzy Rough Set and Bio-Inspired Negative Selection Algorithm. Int. J. Swarm Intell. Res. 10 (4) (2019)
Umer Iqbal, Rozaida Ghazali, Muhammad Faheem Mushtaq, Afshan Kanwal
Functional Expansions Based Multilayer Perceptron Neural Network for Classification Task. Computación y Sistemas 22 (4) (2018)
David Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, Dhiya Al-Jumeily
Forecasting Natural Events Using Axonal Delay. CEC (2018)
Waddah Waheeb, Rozaida Ghazali, Abir Jaafar Hussain
Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting. Appl. Intell. 48 (7) (2018)
Fazli Wahid, Rozaida Ghazali, Habib Shah
An Improved Hybrid Firefly Algorithm for Solving Optimization Problems. SCDM (2018)
Habib Shah, Nasser Tairan, Harish Garg, Rozaida Ghazali
A Quick Gbest Guided Artificial Bee Colony Algorithm for Stock Market Prices Prediction. Symmetry 10 (7) (2018)
Waddah Waheeb, Rozaida Ghazali
Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks. CoRR (2018)
Habib Shah, Nasser Tairan, Harish Garg, Rozaida Ghazali
Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization. Comput. 7 (4) (2018)
Umer Iqbal, Rozaida Ghazali, Habib Shah
Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks. SCDM (2018)
Waddah Waheeb, Rozaida Ghazali
Content-based SMS Classification: Statistical Analysis for the Relationship between Features Size and Classification Performance. Computación y Sistemas 21 (4) (2017)
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Rashid Naseem, Habib Shah
A survey on bug prioritization. Artif. Intell. Rev. 47 (2) (2017)
Tutut Herawan, Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Functional Link Neural Network with Modified Artificial Bee Colony for Data Classification. Int. J. Intell. Inf. Technol. 13 (3) (2017)
Umer Iqbal, Rozaida Ghazali
Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks. SCDM (2016)
Ayodele Lasisi, Rozaida Ghazali, Haruna Chiroma
Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption. SCDM (2016)
Norlida Hassan, Rozaida Ghazali, Kashif Hussain
Training ANFIS Using Catfish-Particle Swarm Optimization for Classification. SCDM (2016)
Ahmed Khalaf Zager Al Saedi, Rozaida Ghazali, Mustafa Mat Deris
A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic. SCDM (2016)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Mammographic Mass Classification Using Functional Link Neural Network with Modified Bee Firefly Algorithm. ICSI (1) (2016)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali, Noorhaniza Wahid
Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task. SCDM (2016)
Waddah Waheeb, Rozaida Ghazali, Tutut Herawan
Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback. SCDM (2016)
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris
Does Number of Clusters Effect the Purity and Entropy of Clustering? SCDM (2016)
Waddah Waheeb, Rozaida Ghazali
Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks. SCDS (2016)
Ayodele Lasisi, Rozaida Ghazali, Mustafa Mat Deris, Tutut Herawan, Fola Lasisi
Extracting Information in Agricultural Data Using Fuzzy-Rough Sets Hybridization and Clonal Selection Theory Inspired Algorithms. Int. J. Pattern Recognit. Artif. Intell. 30 (9) (2016)
Waddah Waheeb, Rozaida Ghazali, Mustafa Mat Deris
Content-based SMS spam filtering based on the Scaled Conjugate Gradient backpropagation algorithm. FSKD (2015)
Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan, Fola Lasisi, Mustafa Mat Deris
Knowledge extraction of agricultural data using artificial immune system. FSKD (2015)
Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali, Mustafa Mat Deris
An Efficient Multi Join Query Optimization for Relational Database Management System Using Two Phase Artificial Bess Colony Algorithm. IVIC (2015)
Habib Shah, Haruna Chiroma, Tutut Herawan, Rozaida Ghazali, Nasser Tairan
An Efficient Bio-inspired Bees Colony for Breast Cancer Prediction. DaEng (2015)
Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan, Haruna Chiroma
Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price. ICIC (3) (2015)
Siti Zulaikha Bt Abu Bakar, Rozaida Ghazali, Lokman Hakim Bin Ismail, Tutut Herawan, Ayodele Lasisi
Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone Data. SCDM (2014)
Habib Shah, Tutut Herawan, Rozaida Ghazali, Rashid Naseem, Maslina Abdul Aziz, Jemal H. Abawajy
An Improved Gbest Guided Artificial Bee Colony (IGGABC) Algorithm for Classification and Prediction Tasks. ICONIP (1) (2014)
Rozaida Ghazali, Zulaika Abu Bakar, Yana Mazwin Mohmad Hassim, Tutut Herawan, Noorhaniza Wahid
Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting. ICIC (1) (2014)
Noor Aida Husaini, Rozaida Ghazali, Lokman Hakim Bin Ismail, Tutut Herawan
A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region. SCDM (2014)
Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan
Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms. SCDM (2014)
Habib Shah, Tutut Herawan, Rashid Naseem, Rozaida Ghazali
Hybrid Guided Artificial Bee Colony Algorithm for Numerical Function Optimization. ICSI (1) (2014)
Tutut Herawan, Zailani Abdullah, Haruna Chiroma, Eka Novita Sari, Rozaida Ghazali, Nazri Mohd Nawi
Cauchy criterion for the Henstock-Kurzweil integrability of fuzzy number-valued functions. ICACCI (2014)
Zailani Abdullah, Tutut Herawan, Noraziah Ahmad, Rozaida Ghazali, Mustafa Mat Deris
Mining Indirect Least Association Rule from Students' Examination Datasets. ICCSA (6) (2014)
Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail, Mustafa Mat Deris, Tutut Herawan
Pi-Sigma Neural Network for a One-Step-Ahead temperature Forecasting. Int. J. Comput. Intell. Appl. 13 (4) (2014)
David Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali
Prediction of Physical Time Series Using Spiking Neural Networks. ICIC (2) (2014)
Habib Shah, Rozaida Ghazali, Yana Mazwin Mohmad Hassim
Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster. SCDM (2014)
Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Bin Ismail, Tutut Herawan, Yana Mazwin Mohmad Hassim
The performance of a Recurrent HONN for temperature time series prediction. IJCNN (2014)
Endy Marlina, Arya Ronald, Sudaryono, Rozaida Ghazali, Tutut Herawan
Spatial Control of Post-earthquake Market Based on Paseduluran. ICCSA (4) (2014)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Functional Link Neural Network - Artificial Bee Colony for Time Series Temperature Prediction. ICCSA (1) (2013)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
An improved functional link neural network learning using artificial bee colony optimisation for time series prediction. Int. J. Bus. Intell. Data Min. 8 (4) (2013)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
A Modified Artificial Bee Colony Optimization for Functional Link Neural Network Training. DaEng (2013)
Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Tutut Herawan
Global Artificial Bee Colony-Levenberq-Marquardt (GABC-LM) Algorithm for Classification. Int. J. Appl. Evol. Comput. 4 (3) (2013)
Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan
Negative Selection Algorithm: A Survey on the Epistemology of Generating Detectors. DaEng (2013)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Solving a classification task using Functional Link Neural Networks with modified Artificial Bee Colony. ICNC (2013)
Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi
Global Artificial Bee Colony Algorithm for Boolean Function Classification. ACIIDS (1) (2013)
Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
Global Hybrid Ant Bee Colony Algorithm for Training Artificial Neural Networks. ICCSA (1) (2012)
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
Training a Functional Link Neural Network Using an Artificial Bee Colony for Solving a Classification Problems CoRR (2012)
Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
G-HABC Algorithm for Training Artificial Neural Networks. Int. J. Appl. Metaheuristic Comput. 3 (3) (2012)
Ashikin Ali, Rozaida Ghazali, Mustafa Mat Deris
The wavelet multilayer perceptron for the prediction of earthquake time series data. iiWAS (2011)
Habib Shah, Rozaida Ghazali
Prediction of Earthquake Magnitude by an Improved ABC-MLP. DeSE (2011)
Noor Aida Husaini, Rozaida Ghazali, Lokman Hakim Bin Ismail, Norhamreeza Abdul Hamid, Mustafa Mat Deris, Nazri Mohd Nawi
Temperature forecasting with a dynamic higher-order neural network model. iiWAS (2011)
Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi
Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction CoRR (2011)
Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail
Jordan Pi-Sigma Neural Network for Temperature Prediction. UCMA (2) (2011)
Norhamreeza Abdul Hamid, Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate. ICSECS (3) (2011)
Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis
Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals. Expert Syst. Appl. 38 (4) (2011)
Norhamreeza Abdul Hamid, Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems. UCMA (2) (2011)
Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail
Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat. ICSECS (2) (2011)
Nazri Mohd Nawi, Rajesh S. Ransing, Mohd Najib B. Mohd Salleh, Rozaida Ghazali, Norhamreeza Abdul Hamid
An Improved Back Propagation Neural Network Algorithm on Classification Problems. FGIT-DTA/BSBT (2010)
Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease. ICICA (LNCS) (2010)
Rozaida Ghazali, Abir Jaafar Hussain, Nazri Mohd Nawi, Baharuddin Mohamad
Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network. Neurocomputing 72 (10-12) (2009)
Abir Jaafar Hussain, Rozaida Ghazali, Dhiya Al-Jumeily
Dynamic Ridge Polynomial Neural Networks for multi-step financial time-series prediction. Int. J. Intell. Syst. Technol. Appl. 5 (1/2) (2008)
Rozaida Ghazali, Abir Jaafar Hussain, M. N. Mohd. Salleh
Application of Polynomial Neural Networks to Exchange Rate Forecasting. ISDA (2) (2008)
Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis, Hissam Tawfik
The application of ridge polynomial neural network to multi-step ahead financial time series prediction. Neural Comput. Appl. 17 (3) (2008)
Rozaida Ghazali, Abir Jaafar Hussain, Dhiya Al-Jumeily, Madjid Merabti
Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting. ICANNGA (2) (2007)
Rozaida Ghazali, Abir Jaafar Hussain, Madjid Merabti
Higher order neural networks and their applications to financial time series prediction. Artificial Intelligence and Soft Computing (2006)
Rozaida Ghazali, Abir Jaafar Hussain, Wael El-Deredy
Application of Ridge Polynomial Neural Networks to Financial Time Series Prediction. IJCNN (2006)

Rozaida Ghazali.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Rozaida Ghazali