Rozaida Ghazali

102 papers B 3C 3Misc 4Journal 37Unranked 47

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Hybrid Solution For The Cold Start Problem In Recommendation. Comput. J. Syed Irteza Hussain Jafri, Rozaida Ghazali, Irfan Javid, Yana Mazwin Mohmad Hassim, Mubashir Hayat Khan
2024	J	`jnl`	An efficient two-state GRU based on feature attention mechanism for sentiment analysis. Multim. Tools Appl. Muhammad Zulqarnain, Rozaida Ghazali, Muhammad Aamir, Yana Mazwin Mohmad Hassim
2023	J	`jnl`	An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings. Int. J. Swarm Intell. Res. Fazli Wahid, Rozaida Ghazali, Lokman Hakim Bin Ismail, Ali M. Algarwi Aseere
2023	—	`conf`	Exploring the Effectiveness of GRU Model with SIELU Activation Function for Water Quality Classification. ICCSCE Abdullahi Abdi Abubakar Hassan, Nordiana Rahim, Rozaida Ghazali, Norhanifah Murli
2023	J	`jnl`	Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition. Knowl. Based Syst. Ebrahim Al-wajih, Rozaida Ghazali
2022	—	`conf`	A Generalized Assignment of Standard Minute Value Model to Minimize the Difference Between the Planned and Actual Outputs of a Garment Production Line. SCDM Z. A. M. S. Juman, Salama A. Mostafa, Rozaida Ghazali, K. S. M. Karunamuni, H. M. N. S. Kumari
2022	—	`conf`	An Improved Convolutional Neural Network for Speech Emotion Recognition. SCDM Sibtain Ahmed Butt, Umer Iqbal, Rozaida Ghazali, Ijaz Ali Shoukat, Ayodele Lasisi, Ahmed Khalaf Zager Al Saedi
2022	—	`conf`	Deep Learning GRU Model and Random Forest for Screening Out Key Attributes of Cardiovascular Disease. SCDM Irfan Javid, Rozaida Ghazali, Muhammad Zulqarnain, Noor Aida Husaini
2022	—	`ed.`	Recent Advances in Soft Computing and Data Mining - Proceedings of the Fifth International Conference on Soft Computing and Data Mining (SCDM 2022), May 30-31, 2022, Virtual Event. SCDM Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Jemal H. Abawajy, Nureize Arbaiy
2022	—	`conf`	The Effect of Trigonometric Basis Function on Functional Link Neural Network with Ant Lion Optimizer. SCDM Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2021	J	`jnl`	A comparative analysis on question classification task based on deep learning approaches. PeerJ Comput. Sci. Muhammad Zulqarnain, Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali, Muhammad Ghulam Ghouse, Wareesa Sharif, Noor Aida Husaini
2021	J	`jnl`	A hybrid approach of firefly and genetic algorithm for solving optimisation problems. Int. J. Comput. Aided Eng. Technol. Fazli Wahid, Rozaida Ghazali
2021	J	`jnl`	A novel rough value set categorical clustering technique for supplier base management. Computing Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Umer Iqbal, Ijaz Ali Shoukat
2021	J	`jnl`	An enhanced LBP-based technique with various size of sliding window approach for handwritten Arabic digit recognition. Multim. Tools Appl. Ebrahim Al-wajih, Rozaida Ghazali
2021	Misc	`conf`	Deploying Fuzzy Rough Set and Artificial Immune System Algorithms for Air Quality Prediction. RoViSP Ayodele Lasisi, Rozaida Ghazali, Lokman Hakim Bin Ismail, Noor Aida Husaini
2021	Misc	`conf`	Effects of the Number of Network's Order Used in a Higher Order Neural Network on Time Series Prediction. RoViSP Noor Aida Husaini, Rozaida Ghazali, Nureize Arbaiy, Ayodele Lasisi
2021	J	`jnl`	Karachi Stock Exchange Price Prediction using Machine Learning Regression Techniques. EAI Endorsed Trans. Creative Technol. Mazhar Hameed, Khurum Iqbal, Rozaida Ghazali, Fawwad Hassan Jaskani, Zunaira Saman
2021	J	`jnl`	Securing Internet of Drones With Identity-Based Proxy Signcryption. IEEE Access Muhammad Asghar Khan, Habib Shah, Sajjad ur Rehman, Neeraj Kumar, Rozaida Ghazali, Danish Shehzad, Insaf Ullah
2020	J	`jnl`	A novel error-output recurrent neural network model for time series forecasting. Neural Comput. Appl. Waddah Waheeb, Rozaida Ghazali
2020	—	`ed.`	Recent Advances on Soft Computing and Data Mining - Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22-23, 2020 SCDM Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Jemal H. Abawajy
2020	—	`conf`	Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition. SCDM Ebrahim Al-wajih, Rozaida Ghazali, Yana Mazwin Mohmad Hassim
2020	—	`conf`	Training Functional Link Neural Network with Ant Lion Optimizer. SCDM Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2019	J	`jnl`	A new genetically optimized tensor product functional link neural network: an application to the daily exchange rate forecasting. Evol. Intell. Waddah Waheeb, Rozaida Ghazali
2019	J	`jnl`	An Efficient Artificial Intelligence Hybrid Approach for Energy Management in Intelligent Buildings. KSII Trans. Internet Inf. Syst. Fazli Wahid, Lokman Hakim Bin Ismail, Rozaida Ghazali, Muhammad Aamir
2019	J	`jnl`	An Enhanced Approach of Artificial Bee Colony for Energy Management in Energy Efficient Residential Building. Wirel. Pers. Commun. Fazli Wahid, Rozaida Ghazali, Lokman Hakim Bin Ismail
2019	J	`jnl`	Forecasting the Behavior of Gas Furnace Multivariate Time Series Using Ridge Polynomial Based Neural Network Models. Int. J. Interact. Multim. Artif. Intell. Waddah Waheeb, Rozaida Ghazali
2019	J	`jnl`	Hybrid of firefly algorithm and pattern search for solving optimization problems. Evol. Intell. Fazli Wahid, Rozaida Ghazali
2019	J	`jnl`	Predicting Crude Oil Price Using Fuzzy Rough Set and Bio-Inspired Negative Selection Algorithm. Int. J. Swarm Intell. Res. Ayodele Lasisi, Nasser Tairan, Rozaida Ghazali, Wali Khan Mashwani, Sultan Noman Qasem, Harish Garg, Anuja Arora
2019	—	`ed.`	Proceedings of the Second International Conference on Advanced Data and Information Engineering, DaEng 2015, Bali, Indonesia, April 25-26, 2015 DaEng Jemal H. Abawajy, Mohamed Othman, Rozaida Ghazali, Mustafa Mat Deris, Hairulnizam Mahdin, Tutut Herawan
2019	J	`jnl`	Using improved firefly algorithm based on genetic algorithm crossover operator for solving optimization problems. J. Intell. Fuzzy Syst. Fazli Wahid, Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali
2018	J	`jnl`	A Quick Gbest Guided Artificial Bee Colony Algorithm for Stock Market Prices Prediction. Symmetry Habib Shah, Nasser Tairan, Harish Garg, Rozaida Ghazali
2018	—	`conf`	An Improved Hybrid Firefly Algorithm for Solving Optimization Problems. SCDM Fazli Wahid, Rozaida Ghazali, Habib Shah
2018	J	`jnl`	Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting. Appl. Intell. Waddah Waheeb, Rozaida Ghazali, Abir Jaafar Hussain
2018	—	`conf`	Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks. SCDM Umer Iqbal, Rozaida Ghazali, Habib Shah
2018	B	`conf`	Forecasting Natural Events Using Axonal Delay. CEC David C. Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, Dhiya Al-Jumeily
2018	J	`jnl`	Functional Expansions Based Multilayer Perceptron Neural Network for Classification Task. Computación y Sistemas Umer Iqbal, Rozaida Ghazali, Muhammad Faheem Mushtaq, Afshan Kanwal
2018	J	`jnl`	Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization. Comput. Habib Shah, Nasser Tairan, Harish Garg, Rozaida Ghazali
2018	J	`jnl`	Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks. CoRR Waddah Waheeb, Rozaida Ghazali
2018	—	`ed.`	Recent Advances on Soft Computing and Data Mining - Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018 SCDM Rozaida Ghazali, Mustafa Mat Deris, Nazri Mohd Nawi, Jemal H. Abawajy
2017	J	`jnl`	A survey on bug prioritization. Artif. Intell. Rev. Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Rashid Naseem, Habib Shah
2017	J	`jnl`	Content-based SMS Classification: Statistical Analysis for the Relationship between Features Size and Classification Performance. Computación y Sistemas Waddah Waheeb, Rozaida Ghazali
2017	J	`jnl`	Functional Link Neural Network with Modified Artificial Bee Colony for Data Classification. Int. J. Intell. Inf. Technol. Tutut Herawan, Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2017	—	`ed.`	Recent Advances on Soft Computing and Data Mining - The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016, Proceedings SCDM Tutut Herawan, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
2016	—	`conf`	A New Multi Objective Optimization to Improve Growth Domestic Produce of Economic Using Metaheuristic Approaches: Case Study of Iraq Economic. SCDM Ahmed Khalaf Zager Al Saedi, Rozaida Ghazali, Mustafa Mat Deris
2016	—	`conf`	Chebyshev Multilayer Perceptron Neural Network with Levenberg Marquardt-Back Propagation Learning for Classification Tasks. SCDM Umer Iqbal, Rozaida Ghazali
2016	—	`conf`	Does Number of Clusters Effect the Purity and Entropy of Clustering? SCDM Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris
2016	J	`jnl`	Extracting Information in Agricultural Data Using Fuzzy-Rough Sets Hybridization and Clonal Selection Theory Inspired Algorithms. Int. J. Pattern Recognit. Artif. Intell. Ayodele Lasisi, Rozaida Ghazali, Mustafa Mat Deris, Tutut Herawan, Fola Lasisi
2016	—	`conf`	Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification Task. SCDM Yana Mazwin Mohmad Hassim, Rozaida Ghazali, Noorhaniza Wahid
2016	—	`ch.`	Improving Functional Link Neural Network Learning Scheme for Mammographic Classification. Advances in Neural Networks Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2016	—	`conf`	Mammographic Mass Classification Using Functional Link Neural Network with Modified Bee Firefly Algorithm. ICSI (1) Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2016	—	`conf`	Multi-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks. SCDS Waddah Waheeb, Rozaida Ghazali
2016	—	`conf`	Time Series Forecasting Using Ridge Polynomial Neural Network with Error Feedback. SCDM Waddah Waheeb, Rozaida Ghazali, Tutut Herawan
2016	—	`conf`	Training ANFIS Using Catfish-Particle Swarm Optimization for Classification. SCDM Norlida Hassan, Rozaida Ghazali, Kashif Hussain
2016	—	`conf`	Utilizing Clonal Selection Theory Inspired Algorithms and K-Means Clustering for Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption. SCDM Ayodele Lasisi, Rozaida Ghazali, Haruna Chiroma
2015	—	`conf`	An Efficient Bio-inspired Bees Colony for Breast Cancer Prediction. DaEng Habib Shah, Haruna Chiroma, Tutut Herawan, Rozaida Ghazali, Nasser Tairan
2015	—	`conf`	An Efficient Multi Join Query Optimization for Relational Database Management System Using Two Phase Artificial Bess Colony Algorithm. IVIC Ahmed Khalaf Zager Alsaedi, Rozaida Ghazali, Mustafa Mat Deris
2015	—	`conf`	Content-based SMS spam filtering based on the Scaled Conjugate Gradient backpropagation algorithm. FSKD Waddah Waheeb, Rozaida Ghazali, Mustafa Mat Deris
2015	—	`conf`	Knowledge extraction of agricultural data using artificial immune system. FSKD Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan, Fola Lasisi, Mustafa Mat Deris
2015	—	`conf`	Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price. ICIC (3) Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan, Haruna Chiroma
2014	—	`conf`	A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region. SCDM Noor Aida Husaini, Rozaida Ghazali, Lokman Hakim Bin Ismail, Tutut Herawan
2014	—	`conf`	An Improved Gbest Guided Artificial Bee Colony (IGGABC) Algorithm for Classification and Prediction Tasks. ICONIP (1) Habib Shah, Tutut Herawan, Rozaida Ghazali, Rashid Naseem, Maslina Abdul Aziz, Jemal H. Abawajy
2014	—	`conf`	Cauchy criterion for the Henstock-Kurzweil integrability of fuzzy number-valued functions. ICACCI Tutut Herawan, Zailani Abdullah, Haruna Chiroma, Eka Novita Sari, Rozaida Ghazali, Nazri Mohd Nawi
2014	—	`conf`	Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms. SCDM Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan
2014	—	`conf`	Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting. ICIC (1) Rozaida Ghazali, Zulaika Abu Bakar, Yana Mazwin Mohmad Hassim, Tutut Herawan, Noorhaniza Wahid
2014	—	`conf`	Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster. SCDM Habib Shah, Rozaida Ghazali, Yana Mazwin Mohmad Hassim
2014	—	`conf`	Hybrid Guided Artificial Bee Colony Algorithm for Numerical Function Optimization. ICSI (1) Habib Shah, Tutut Herawan, Rashid Naseem, Rozaida Ghazali
2014	—	`conf`	Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Climate Change Prediction via Temperature and Ozone Data. SCDM Siti Zulaikha Bt Abu Bakar, Rozaida Ghazali, Lokman Hakim Bin Ismail, Tutut Herawan, Ayodele Lasisi
2014	—	`conf`	Mining Indirect Least Association Rule from Students' Examination Datasets. ICCSA (6) Zailani Abdullah, Tutut Herawan, Noraziah Ahmad, Rozaida Ghazali, Mustafa Mat Deris
2014	J	`jnl`	Pi-Sigma Neural Network for a One-Step-Ahead temperature Forecasting. Int. J. Comput. Intell. Appl. Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail, Mustafa Mat Deris, Tutut Herawan
2014	—	`conf`	Prediction of Physical Time Series Using Spiking Neural Networks. ICIC (2) David C. Reid, Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali
2014	—	`ed.`	Recent Advances on Soft Computing and Data Mining - Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014) Universiti Tun Hussein Onn Malaysia, Johor, Malaysia, June 16th-18th, 2014 SCDM Tutut Herawan, Rozaida Ghazali, Mustafa Mat Deris
2014	—	`conf`	Spatial Control of Post-earthquake Market Based on Paseduluran. ICCSA (4) Endy Marlina, Arya Ronald, Sudaryono, Rozaida Ghazali, Tutut Herawan
2014	B	`conf`	The performance of a Recurrent HONN for temperature time series prediction. IJCNN Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Bin Ismail, Tutut Herawan, Yana Mazwin Mohmad Hassim
2013	—	`conf`	A Modified Artificial Bee Colony Optimization for Functional Link Neural Network Training. DaEng Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2013	J	`jnl`	An improved functional link neural network learning using artificial bee colony optimisation for time series prediction. Int. J. Bus. Intell. Data Min. Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2013	—	`conf`	Functional Link Neural Network - Artificial Bee Colony for Time Series Temperature Prediction. ICCSA (1) Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2013	—	`conf`	Global Artificial Bee Colony Algorithm for Boolean Function Classification. ACIIDS (1) Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi
2013	J	`jnl`	Global Artificial Bee Colony-Levenberq-Marquardt (GABC-LM) Algorithm for Classification. Int. J. Appl. Evol. Comput. Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, Tutut Herawan
2013	—	`conf`	Negative Selection Algorithm: A Survey on the Epistemology of Generating Detectors. DaEng Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan
2013	Misc	`conf`	Solving a classification task using Functional Link Neural Networks with modified Artificial Bee Colony. ICNC Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2012	J	`jnl`	G-HABC Algorithm for Training Artificial Neural Networks. Int. J. Appl. Metaheuristic Comput. Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
2012	—	`conf`	Global Hybrid Ant Bee Colony Algorithm for Training Artificial Neural Networks. ICCSA (1) Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
2012	J	`jnl`	Training a Functional Link Neural Network Using an Artificial Bee Colony for Solving a Classification Problems CoRR Yana Mazwin Mohmad Hassim, Rozaida Ghazali
2011	—	`conf`	Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems. UCMA (2) Norhamreeza Abdul Hamid, Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
2011	J	`jnl`	Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals. Expert Syst. Appl. Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis
2011	—	`conf`	Jordan Pi-Sigma Neural Network for Temperature Prediction. UCMA (2) Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail
2011	—	`conf`	Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate. ICSECS (3) Norhamreeza Abdul Hamid, Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
2011	—	`conf`	Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat. ICSECS (2) Noor Aida Husaini, Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail
2011	C	`conf`	Prediction of Earthquake Magnitude by an Improved ABC-MLP. DeSE Habib Shah, Rozaida Ghazali
2011	C	`conf`	Temperature forecasting with a dynamic higher-order neural network model. iiWAS Noor Aida Husaini, Rozaida Ghazali, Lokman Hakim Bin Ismail, Norhamreeza Abdul Hamid, Mustafa Mat Deris, Nazri Mohd Nawi
2011	C	`conf`	The wavelet multilayer perceptron for the prediction of earthquake time series data. iiWAS Ashikin Ali, Rozaida Ghazali, Mustafa Mat Deris
2011	J	`jnl`	Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction CoRR Habib Shah, Rozaida Ghazali, Nazri Mohd Nawi
2010	—	`conf`	An Improved Back Propagation Neural Network Algorithm on Classification Problems. FGIT-DTA/BSBT Nazri Mohd Nawi, Rajesh S. Ransing, Mohd Najib B. Mohd Salleh, Rozaida Ghazali, Norhamreeza Abdul Hamid
2010	—	`conf`	The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease. ICICA (LNCS) Nazri Mohd Nawi, Rozaida Ghazali, Mohd Najib B. Mohd Salleh
2009	J	`jnl`	Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network. Neurocomputing Rozaida Ghazali, Abir Jaafar Hussain, Nazri Mohd Nawi, Baharuddin Mohamad
2008	—	`conf`	Application of Polynomial Neural Networks to Exchange Rate Forecasting. ISDA (2) Rozaida Ghazali, Abir Jaafar Hussain, M. N. Mohd. Salleh
2008	J	`jnl`	Dynamic Ridge Polynomial Neural Networks for multi-step financial time-series prediction. Int. J. Intell. Syst. Technol. Appl. Abir Jaafar Hussain, Rozaida Ghazali, Dhiya Al-Jumeily
2008	J	`jnl`	The application of ridge polynomial neural network to multi-step ahead financial time series prediction. Neural Comput. Appl. Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis, Hissam Tawfik
2007	—	`conf`	Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting. ICANNGA (2) Rozaida Ghazali, Abir Jaafar Hussain, Dhiya Al-Jumeily, Madjid Merabti
2007	—	`—`	Higher order neural networks for financial time series prediction. Rozaida Ghazali
2006	B	`conf`	Application of Ridge Polynomial Neural Networks to Financial Time Series Prediction. IJCNN Rozaida Ghazali, Abir Jaafar Hussain, Wael El-Deredy
2006	Misc	`conf`	Higher order neural networks and their applications to financial time series prediction. Artificial Intelligence and Soft Computing Rozaida Ghazali, Abir Jaafar Hussain, Madjid Merabti