Higher order neural networks and their applications to financial time series prediction. - Rozaida Ghazali; Abir Jaafar Hussain; Madjid Merabti (Artificial Intelligence and Soft Computing, 2006)

Application of Ridge Polynomial Neural Networks to Financial Time Series Prediction. - Rozaida Ghazali; Abir Jaafar Hussain; Wael El-Deredy (IJCNN, 2006)

Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting. - Rozaida Ghazali; Abir Jaafar Hussain; Dhiya Al-Jumeily; Madjid Merabti (ICANNGA (2), 2007)

Higher order neural networks for financial time series prediction. - Rozaida Ghazali (2007)

Application of Polynomial Neural Networks to Exchange Rate Forecasting. - Rozaida Ghazali; Abir Jaafar Hussain; M. N. Mohd. Salleh (ISDA (2), 2008)

Dynamic Ridge Polynomial Neural Networks for multi-step financial time-series prediction. - Abir Jaafar Hussain; Rozaida Ghazali; Dhiya Al-Jumeily (Int. J. Intell. Syst. Technol. Appl., 2008)

The application of ridge polynomial neural network to multi-step ahead financial time series prediction. - Rozaida Ghazali; Abir Jaafar Hussain; Panos Liatsis; Hissam Tawfik (Neural Comput. Appl., 2008)

Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network. - Rozaida Ghazali; Abir Jaafar Hussain; Nazri Mohd Nawi; Baharuddin Mohamad (Neurocomputing, 2009)

An Improved Back Propagation Neural Network Algorithm on Classification Problems. - Nazri Mohd Nawi; Rajesh S. Ransing; Mohd Najib B. Mohd Salleh; Rozaida Ghazali; Norhamreeza Abdul Hamid (FGIT-DTA/BSBT, 2010)

The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease. - Nazri Mohd Nawi; Rozaida Ghazali; Mohd Najib B. Mohd Salleh (ICICA (LNCS), 2010)

Prediction of Earthquake Magnitude by an Improved ABC-MLP. - Habib Shah; Rozaida Ghazali (DeSE, 2011)

Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate. - Norhamreeza Abdul Hamid; Nazri Mohd Nawi; Rozaida Ghazali; Mohd Najib B. Mohd Salleh (ICSECS (3), 2011)

Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat. - Noor Aida Husaini; Rozaida Ghazali; Nazri Mohd Nawi; Lokman Hakim Bin Ismail (ICSECS (2), 2011)

The wavelet multilayer perceptron for the prediction of earthquake time series data. - Ashikin Ali; Rozaida Ghazali; Mustafa Mat Deris (iiWAS, 2011)

Temperature forecasting with a dynamic higher-order neural network model. - Noor Aida Husaini; Rozaida Ghazali; Lokman Hakim Bin Ismail; Norhamreeza Abdul Hamid; Mustafa Mat Deris; Nazri Mohd Nawi (iiWAS, 2011)

Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems. - Norhamreeza Abdul Hamid; Nazri Mohd Nawi; Rozaida Ghazali; Mohd Najib B. Mohd Salleh (UCMA (2), 2011)

Jordan Pi-Sigma Neural Network for Temperature Prediction. - Noor Aida Husaini; Rozaida Ghazali; Nazri Mohd Nawi; Lokman Hakim Bin Ismail (UCMA (2), 2011)

Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction - Habib Shah; Rozaida Ghazali; Nazri Mohd Nawi (CoRR, 2011)

Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals. - Rozaida Ghazali; Abir Jaafar Hussain; Panos Liatsis (Expert Syst. Appl., 2011)

Global Hybrid Ant Bee Colony Algorithm for Training Artificial Neural Networks. - Habib Shah; Rozaida Ghazali; Nazri Mohd Nawi; Mustafa Mat Deris (ICCSA (1), 2012)

Training a Functional Link Neural Network Using an Artificial Bee Colony for Solving a Classification Problems - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (CoRR, 2012)

G-HABC Algorithm for Training Artificial Neural Networks. - Habib Shah; Rozaida Ghazali; Nazri Mohd Nawi; Mustafa Mat Deris (Int. J. Appl. Metaheuristic Comput., 2012)

Global Artificial Bee Colony Algorithm for Boolean Function Classification. - Habib Shah; Rozaida Ghazali; Nazri Mohd Nawi (ACIIDS (1), 2013)

Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Temperature and Relative Humidity Prediction. - Siti Zulaikha Bt Abu Bakar; Rozaida Bt Ghazali; Lokman Hakim Bin Ismail (DaEng, 2013)

A Modified Artificial Bee Colony Optimization for Functional Link Neural Network Training. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (DaEng, 2013)

Negative Selection Algorithm: A Survey on the Epistemology of Generating Detectors. - Ayodele Lasisi; Rozaida Ghazali; Tutut Herawan (DaEng, 2013)

Functional Link Neural Network - Artificial Bee Colony for Time Series Temperature Prediction. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (ICCSA (1), 2013)

Solving a classification task using Functional Link Neural Networks with modified Artificial Bee Colony. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (ICNC, 2013)

Global Artificial Bee Colony-Levenberq-Marquardt (GABC-LM) Algorithm for Classification. - Habib Shah; Rozaida Ghazali; Nazri Mohd Nawi; Mustafa Mat Deris; Tutut Herawan (Int. J. Appl. Evol. Comput., 2013)

An improved functional link neural network learning using artificial bee colony optimisation for time series prediction. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (Int. J. Bus. Intell. Data Min., 2013)

Cauchy criterion for the Henstock-Kurzweil integrability of fuzzy number-valued functions. - Tutut Herawan; Zailani Abdullah; Haruna Chiroma; Eka Novita Sari; Rozaida Ghazali; Nazri Mohd Nawi (ICACCI, 2014)

Mining Indirect Least Association Rule from Students' Examination Datasets. - Zailani Abdullah; Tutut Herawan; Noraziah Ahmad; Rozaida Ghazali; Mustafa Mat Deris (ICCSA (6), 2014)

Spatial Control of Post-earthquake Market Based on Paseduluran. - Endy Marlina; Arya Ronald; Sudaryono; Rozaida Ghazali; Tutut Herawan (ICCSA (4), 2014)

Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting. - Rozaida Ghazali; Zulaika Abu Bakar; Yana Mazwin Mohmad Hassim; Tutut Herawan; Noorhaniza Wahid (ICIC (1), 2014)

Prediction of Physical Time Series Using Spiking Neural Networks. - David C. Reid; Abir Jaafar Hussain; Hissam Tawfik; Rozaida Ghazali (ICIC (2), 2014)

An Improved Gbest Guided Artificial Bee Colony (IGGABC) Algorithm for Classification and Prediction Tasks. - Habib Shah; Tutut Herawan; Rozaida Ghazali; Rashid Naseem; Maslina Abdul Aziz; Jemal H. Abawajy (ICONIP (1), 2014)

Hybrid Guided Artificial Bee Colony Algorithm for Numerical Function Optimization. - Habib Shah; Tutut Herawan; Rashid Naseem; Rozaida Ghazali (ICSI (1), 2014)

The performance of a Recurrent HONN for temperature time series prediction. - Rozaida Ghazali; Noor Aida Husaini; Lokman Hakim Bin Ismail; Tutut Herawan; Yana Mazwin Mohmad Hassim (IJCNN, 2014)

Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone Data. - Siti Zulaikha Bt Abu Bakar; Rozaida Ghazali; Lokman Hakim Bin Ismail; Tutut Herawan; Ayodele Lasisi (SCDM, 2014)

A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region. - Noor Aida Husaini; Rozaida Ghazali; Lokman Hakim Bin Ismail; Tutut Herawan (SCDM, 2014)

Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms. - Ayodele Lasisi; Rozaida Ghazali; Tutut Herawan (SCDM, 2014)

Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster. - Habib Shah; Rozaida Ghazali; Yana Mazwin Mohmad Hassim (SCDM, 2014)

Pi-Sigma Neural Network for a One-Step-Ahead temperature Forecasting. - Noor Aida Husaini; Rozaida Ghazali; Nazri Mohd Nawi; Lokman Hakim Bin Ismail; Mustafa Mat Deris; Tutut Herawan (Int. J. Comput. Intell. Appl., 2014)

An Efficient Bio-inspired Bees Colony for Breast Cancer Prediction. - Habib Shah; Haruna Chiroma; Tutut Herawan; Rozaida Ghazali; Nasser Tairan (DaEng, 2015)

Knowledge extraction of agricultural data using artificial immune system. - Ayodele Lasisi; Rozaida Ghazali; Tutut Herawan; Fola Lasisi; Mustafa Mat Deris (FSKD, 2015)

Content-based SMS spam filtering based on the Scaled Conjugate Gradient backpropagation algorithm. - Waddah Waheeb; Rozaida Ghazali; Mustafa Mat Deris (FSKD, 2015)

Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price. - Ayodele Lasisi; Rozaida Ghazali; Tutut Herawan; Haruna Chiroma (ICIC (3), 2015)

An Efficient Multi Join Query Optimization for Relational Database Management System Using Two Phase Artificial Bess Colony Algorithm. - Ahmed Khalaf Zager Alsaedi; Rozaida Ghazali; Mustafa Mat Deris (IVIC, 2015)

Training ANFIS Using Catfish-Particle Swarm Optimization for Classification. - Norlida Hassan; Rozaida Ghazali; Kashif Hussain (SCDM, 2016)

Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali; Noorhaniza Wahid (SCDM, 2016)

Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks. - Umer Iqbal; Rozaida Ghazali (SCDM, 2016)

Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption. - Ayodele Lasisi; Rozaida Ghazali; Haruna Chiroma (SCDM, 2016)

A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic. - Ahmed Khalaf Zager Al Saedi; Rozaida Ghazali; Mustafa Mat Deris (SCDM, 2016)

Does Number of Clusters Effect the Purity and Entropy of Clustering? - Jamal Uddin; Rozaida Ghazali; Mustafa Mat Deris (SCDM, 2016)

Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback. - Waddah Waheeb; Rozaida Ghazali; Tutut Herawan (SCDM, 2016)

Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks. - Waddah Waheeb; Rozaida Ghazali (SCDS, 2016)

Mammographic Mass Classification Using Functional Link Neural Network with Modified Bee Firefly Algorithm. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (ICSI (1), 2016)

Extracting Information in Agricultural Data Using Fuzzy-Rough Sets Hybridization and Clonal Selection Theory Inspired Algorithms. - Ayodele Lasisi; Rozaida Ghazali; Mustafa Mat Deris; Tutut Herawan; Fola Lasisi (Int. J. Pattern Recognit. Artif. Intell., 2016)

Improving Functional Link Neural Network Learning Scheme for Mammographic Classification. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (Advances in Neural Networks, 2016)

A survey on bug prioritization. - Jamal Uddin; Rozaida Ghazali; Mustafa Mat Deris; Rashid Naseem; Habib Shah (Artif. Intell. Rev., 2017)

Content-based SMS Classification: Statistical Analysis for the Relationship between Features Size and Classification Performance. - Waddah Waheeb; Rozaida Ghazali (Computación y Sistemas, 2017)

Functional Link Neural Network with Modified Artificial Bee Colony for Data Classification. - Tutut Herawan; Yana Mazwin Mohmad Hassim; Rozaida Ghazali (Int. J. Intell. Inf. Technol., 2017)

Forecasting Natural Events Using Axonal Delay. - David C. Reid; Abir Jaafar Hussain; Hissam Tawfik; Rozaida Ghazali; Dhiya Al-Jumeily (CEC, 2018)

Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks. - Umer Iqbal; Rozaida Ghazali; Habib Shah (SCDM, 2018)

An Improved Hybrid Firefly Algorithm for Solving Optimization Problems. - Fazli Wahid; Rozaida Ghazali; Habib Shah (SCDM, 2018)

Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting. - Waddah Waheeb; Rozaida Ghazali; Abir Jaafar Hussain (Appl. Intell., 2018)

Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization. - Habib Shah; Nasser Tairan; Harish Garg; Rozaida Ghazali (Comput., 2018)

Functional Expansions Based Multilayer Perceptron Neural Network for Classification Task. - Umer Iqbal; Rozaida Ghazali; Muhammad Faheem Mushtaq; Afshan Kanwal (Computación y Sistemas, 2018)

A Quick Gbest Guided Artificial Bee Colony Algorithm for Stock Market Prices Prediction. - Habib Shah; Nasser Tairan; Harish Garg; Rozaida Ghazali (Symmetry, 2018)

A new genetically optimized tensor product functional link neural network: an application to the daily exchange rate forecasting. - Waddah Waheeb; Rozaida Ghazali (Evol. Intell., 2019)

Hybrid of firefly algorithm and pattern search for solving optimization problems. - Fazli Wahid; Rozaida Ghazali (Evol. Intell., 2019)

Forecasting the Behavior of Gas Furnace Multivariate Time Series Using Ridge Polynomial Based Neural Network Models. - Waddah Waheeb; Rozaida Ghazali (Int. J. Interact. Multim. Artif. Intell., 2019)

Global Artificial Bee Colony Search Algorithm for Data Clustering. - Zeeshan Danish; Habib Shah; Nasser Tairan; Rozaida Gazali; Akhtar Badshah (Int. J. Swarm Intell. Res., 2019)

Predicting Crude Oil Price Using Fuzzy Rough Set and Bio-Inspired Negative Selection Algorithm. - Ayodele Lasisi; Nasser Tairan; Rozaida Ghazali; Wali Khan Mashwani; Sultan Noman Qasem; Harish Garg; Anuja Arora (Int. J. Swarm Intell. Res., 2019)

An Efficient Artificial Intelligence Hybrid Approach for Energy Management in Intelligent Buildings. - Fazli Wahid; Lokman Hakim Bin Ismail; Rozaida Ghazali; Muhammad Aamir 005 (KSII Trans. Internet Inf. Syst., 2019)

Using improved firefly algorithm based on genetic algorithm crossover operator for solving optimization problems. - Fazli Wahid; Ahmed Khalaf Zager Alsaedi; Rozaida Ghazali (J. Intell. Fuzzy Syst., 2019)

An Enhanced Approach of Artificial Bee Colony for Energy Management in Energy Efficient Residential Building. - Fazli Wahid; Rozaida Ghazali; Lokman Hakim Bin Ismail (Wirel. Pers. Commun., 2019)

Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition. - Ebrahim Al-wajih; Rozaida Ghazali; Yana Mazwin Mohmad Hassim (SCDM, 2020)

Training Functional Link Neural Network with Ant Lion Optimizer. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (SCDM, 2020)

A novel error-output recurrent neural network model for time series forecasting. - Waddah Waheeb; Rozaida Ghazali (Neural Comput. Appl., 2020)

Effects of the Number of Network's Order Used in a Higher Order Neural Network on Time Series Prediction. - Noor Aida Husaini; Rozaida Ghazali; Nureize Arbaiy; Ayodele Lasisi (RoViSP, 2021)

Deploying Fuzzy Rough Set and Artificial Immune System Algorithms for Air Quality Prediction. - Ayodele Lasisi; Rozaida Ghazali; Lokman Hakim Bin Ismail; Noor Aida Husaini (RoViSP, 2021)

Securing Internet of Drones With Identity-Based Proxy Signcryption. - Muhammad Asghar Khan; Habib Shah; Sajjad Ur Rehman; Neeraj Kumar 001; Rozaida Ghazali; Danish Shehzad; Insaf Ullah (IEEE Access, 2021)

A novel rough value set categorical clustering technique for supplier base management. - Jamal Uddin; Rozaida Ghazali; Mustafa Mat Deris; Umer Iqbal; Ijaz Ali Shoukat (Computing, 2021)

Karachi Stock Exchange Price Prediction using Machine Learning Regression Techniques. - Mazhar Hameed 002; Khurum Iqbal; Rozaida Ghazali; Fawwad Hassan Jaskani; Zunaira Saman (EAI Endorsed Trans. Creative Technol., 2021)

A hybrid approach of firefly and genetic algorithm for solving optimisation problems. - Fazli Wahid; Rozaida Ghazali (Int. J. Comput. Aided Eng. Technol., 2021)

An enhanced LBP-based technique with various size of sliding window approach for handwritten Arabic digit recognition. - Ebrahim Al-wajih; Rozaida Ghazali (Multim. Tools Appl., 2021)

A comparative analysis on question classification task based on deep learning approaches. - Muhammad Zulqarnain; Ahmed Khalaf Zager Alsaedi; Rozaida Ghazali; Muhammad Ghulam Ghouse; Wareesa Sharif; Noor Aida Husaini (PeerJ Comput. Sci., 2021)

An Improved Convolutional Neural Network for Speech Emotion Recognition. - Sibtain Ahmed Butt; Umer Iqbal; Rozaida Ghazali; Ijaz Ali Shoukat; Ayodele Lasisi; Ahmed Khalaf Zager Al Saedi (SCDM, 2022)

The Effect of Trigonometric Basis Function on Functional Link Neural Network with Ant Lion Optimizer. - Yana Mazwin Mohmad Hassim; Rozaida Ghazali (SCDM, 2022)

Deep Learning GRU Model and Random Forest for Screening Out Key Attributes of Cardiovascular Disease. - Irfan Javid; Rozaida Ghazali; Muhammad Zulqarnain; Noor Aida Husaini (SCDM, 2022)

A Generalized Assignment of Standard Minute Value Model to Minimize the Difference Between the Planned and Actual Outputs of a Garment Production Line. - Z. A. M. S. Juman; Salama A. Mostafa; Rozaida Ghazali; K. S. M. Karunamuni; H. M. N. S. Kumari (SCDM, 2022)

Exploring the Effectiveness of GRU Model with SIELU Activation Function for Water Quality Classification. - Abdullahi Abdi Abubakar Hassan; Nordiana Rahim; Rozaida Ghazali; Norhanifah Murli (ICCSCE, 2023)

An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings. - Fazli Wahid; Rozaida Ghazali; Lokman Hakim Bin Ismail; Ali M. Algarwi Aseere (Int. J. Swarm Intell. Res., 2023)

Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition. - Ebrahim Al-wajih; Rozaida Ghazali (Knowl. Based Syst., 2023)

A Hybrid Solution For The Cold Start Problem In Recommendation. - Syed Irteza Hussain Jafri; Rozaida Ghazali; Irfan Javid; Yana Mazwin Mohmad Hassim; Mubashir Hayat Khan (Comput. J., 2024)

An efficient two-state GRU based on feature attention mechanism for sentiment analysis. - Muhammad Zulqarnain; Rozaida Ghazali; Muhammad Aamir 005; Yana Mazwin Mohmad Hassim (Multim. Tools Appl., 2024)