R. Ghazali

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EMPIRICAL ANALYSIS OF ROUGH SET CATEGORICAL CLUSTERING TECHNIQUES BASED ON ROUGH PURITY AND VALUE SET JAMAL UDDIN UNIVERSITI TUN HUSSEIN ONN MALAYSIA

R. Ghazali, Rozaida Ghazali, 2018 .

Swarm Based-Artificial Neural System for Human Health Data Classification

Rozaida Ghazali, Habib Shah, Sami Ur Rahman, 2016 .

A Simple and Easy Approach for Home Appliances Energy Consumption Prediction in Residential Buildings Using Machine Learning Techniques

Abdul Salam Shah, Rozaida Ghazali, Fazli Wahid, 2017 .

SOLVING LOCAL MINIMA PROBLEM IN BACK PROPAGATION ALGORITHM USING ADAPTIVE GAIN, ADAPTIVE MOMENTUM AND ADAPTIVE LEARNING RATE ON CLASSIFICATION PROBLEMS

Nazri M. Nawi, R. Ghazali, N. A. Hamid, 2012 .

Deploying Fuzzy Rough Set and Artificial Immune System Algorithms for Air Quality Prediction

Noor Aida Husaini, L. H. Ismail, R. Ghazali, 2022, Lecture Notes in Electrical Engineering.

Rough set based information theoretic approach for clustering uncertain categorical data

Noor Aida Husaini, R. Ghazali, H. Shah, 2022, PloS one.

Modelling and Forecasting Indoor Illumination Time Series Data from Light Pipe System

Aslila Abd Kadir, L. H. Ismail, A. A. Kadir, 2018, Advances in Intelligent Systems and Computing.

An Improved Gbest Guided Artificial Bee Colony Algorithm for Classification and Prediction Tasks

T. Herawan, Rashid Naseem, R. Ghazali, 2014 .

A Deep Two-State Gated Recurrent Unit for Particulate Matter (PM2.5) Concentration Forecasting

M. Zulqarnain, M. Mahmud, Abdullah Alsheddy, 2022, Computers, Materials & Continua.

Higher order neural networks and their applications to financial time series prediction

Abir Jaafar Hussain, Rozaida Ghazali, Madjid Merabti, 2006, Artificial Intelligence and Soft Computing.

Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition

R. Ghazali, Ebrahim Al-wajih, Rozaida Ghazali, 2022, Knowl. Based Syst..

Human Face Recognition Based on Local Ternary Pattern and Singular Value Decomposition

Ali Nadhim Razzaq, R. Ghazali, N. Abbadi, 2022, Baghdad Science Journal.

Study on the Pakistan stock market using a new stock crisis prediction method

Noor Aida Husaini, M. Zulqarnain, R. Ghazali, 2022, PloS one.

Developing Novel T-Swish Activation Function in Deep Learning

Noor Aida Husaini, M. Zulqarnain, R. Ghazali, 2022, 2022 International Conference on IT and Industrial Technologies (ICIT).

Hybrid Honey Bees Meta-Heuristic for Benchmark Data Classification

Rozaida Ghazali, Habib Shah, Wali Khan Mashwani, 2019, Exploring Critical Approaches of Evolutionary Computation.

Pi-Sigma Neural Network for a One-Step-Ahead temperature Forecasting

Rozaida Ghazali, Mustafa Mat Deris, Nazri Mohd Nawi, 2014, Int. J. Comput. Intell. Appl..

Global Artificial Bee Colony-Levenberq-Marquardt (GABC-LM) Algorithm for Classification

Rozaida Ghazali, Habib Shah, Mustafa Mat Deris, 2013, Int. J. Appl. Evol. Comput..

An improved self-organizing map for bugs data clustering

Rozaida Ghazali, Attika Ahmed, R. Ghazali, 2016, 2016 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS).

Knowledge extraction of agricultural data using artificial immune system

Rozaida Ghazali, Mustafa Mat Deris, Tutut Herawan, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

A Quick Gbest Guided Artificial Bee Colony Algorithm for Stock Market Prices Prediction

Harish Garg, Rozaida Ghazali, Habib Shah, 2018, Symmetry.

Using Artificial Bee Colony Algorithm for MLP Training on Earthquake Time Series Data Prediction pdf

Rozaida Ghazali, Habib Shah, Nazri Mohd Nawi, 2011, ArXiv.

Learning Efficiency Improvement of Back Propagation Algorithm by Adaptively Changing Gain Parameter together with Momentum and Learning Rate

Rozaida Ghazali, Nazri Mohd Nawi, Norhamreeza Abdul Hamid, 2011, ICSECS.

Accelerating Learning Performance of Back Propagation Algorithm by Using Adaptive Gain Together with Adaptive Momentum and Adaptive Learning Rate on Classification Problems

Rozaida Ghazali, Nazri Mohd Nawi, Norhamreeza Abdul Hamid, 2011, UCMA.

An efficient two-state GRU based on feature attention mechanism for sentiment analysis

Yana Mazwin Mohmad Hassim, M. Zulqarnain, Muhammad Aamir, 2022, Multim. Tools Appl..

Forecasting Natural Events Using Axonal Delay

Hissam Tawfik, Dhiya Al-Jumeily, Abir Jaafar Hussain, 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

Chaotic Time Series Forecasting Using Higher Order Neural Networks

Waddah Waheeb, Rozaida Ghazali, R. Ghazali, 2016 .

A review of human skin detection applications based on image processing

Rozaida Ghazali, Ali Nadhim Razzaq, Nidhal K. El Abbadi, 2021 .

An Improved Hybrid Firefly Algorithm for Solving Optimization Problems

Rozaida Ghazali, Habib Shah, Fazli Wahid, 2018, SCDM.

Functional Link Neural Network with Modified Artificial Bee Colony for Data Classification

Rozaida Ghazali, Tutut Herawan, Yana Mazwin Mohmad Hassim, 2017, Int. J. Intell. Inf. Technol..

Mammographic Mass Classification Using Functional Link Neural Network with Modified Bee Firefly Algorithm

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2016, ICSI.

Improving Functional Link Neural Network Learning Scheme for Mammographic Classification

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2015, Advances in Neural Networks.

An Improved Gbest Guided Artificial Bee Colony (IGGABC) Algorithm for Classification and Prediction Tasks

Jemal H. Abawajy, Rozaida Ghazali, Habib Shah, 2014, ICONIP.

Hybrid Guided Artificial Bee Colony Algorithm for Numerical Function Optimization

Rozaida Ghazali, Habib Shah, Tutut Herawan, 2014, ICSI.

Optimizing Functional Link Neural Network Learning Using Modified Bee Colony on Multi-class Classifications

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2014 .

An approach to improve functional link neural network training using modified artificial bee colony for classification task

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2013 .

Solving a classification task using Functional Link Neural Networks with modified Artificial Bee Colony

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2013, 2013 Ninth International Conference on Natural Computation (ICNC).

Functional Link Neural Network - Artificial Bee Colony for Time Series Temperature Prediction

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2013, ICCSA.

An improved functional link neural network learning using artificial bee colony optimisation for time series prediction

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2013, Int. J. Bus. Intell. Data Min..

A Modified Artificial Bee Colony Optimization for Functional Link Neural Network Training

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2013, DaEng.

Training a Functional Link Neural Network Using an Artificial Bee Colony for Solving a Classification Problems pdf

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2012, ArXiv.

Using Artificial Bee Colony to Improve Functional Link Neural Network Training

Rozaida Ghazali, Yana Mazwin Mohmad Hassim, R. Ghazali, 2012 .

Enhancing modified cuckoo search algorithm by using MCMC random walk

Rozaida Ghazali, Iwan Tri Riyadi Yanto, Noor Aida Husaini, 2016, 2016 2nd International Conference on Science in Information Technology (ICSITech).

Non-stationary and stationary prediction of financial time series using dynamic ridge polynomial neural network

Abir Jaafar Hussain, Rozaida Ghazali, Nazri Mohd Nawi, 2009, Neurocomputing.

An Empirical Analysis of Rough Set Categorical Clustering Techniques

Rozaida Ghazali, Mustafa Mat Deris, M. M. Deris, 2017, PloS one.

An Improved Deep Learning Approach based on Variant Two-State Gated Recurrent Unit and Word Embeddings for Sentiment Classification

Nazri Mohd Nawi, Suhaimi Abd Ishak, Rozaida Ghazali, 2020 .

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

Jemal H. Abawajy, Rozaida Ghazali, Mustafa Mat Deris, 2014, SCDM.

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

Rozaida Ghazali, R. Ghazali, 2017, SCDM.

Prediction of Energy Consumption in the Buildings Using Multi-Layer Perceptron and Random Forest

Abdul Salam Shah, Rozaida Ghazali, Fazli Wahid, 2017 .

Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting

Abir Jaafar Hussain, Waddah Waheeb, Rozaida Ghazali, 2018, Applied Intelligence.

Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting

Waddah Waheeb, Rozaida Ghazali, Tutut Herawan, 2016, PloS one.

An Enhanced Gated Recurrent Unit with Auto-Encoder for Solving Text Classification Problems

Rozaida Ghazali, Muhammad Aamir, Yana Mazwin Mohmad Hassim, 2021, Arabian Journal for Science and Engineering.

Global Gbest Guided-Artificial Bee Colony Algorithm for Numerical Function Optimization

Harish Garg, Rozaida Ghazali, Habib Shah, 2018, Comput..

An Efficient Artificial Intelligence Hybrid Approach for Energy Management in Intelligent Buildings

Fazli Wahid, Rozaida Ghazali, Lokman Hakim Ismail, 2019, KSII Trans. Internet Inf. Syst..

Hybrid of firefly algorithm and pattern search for solving optimization problems

Rozaida Ghazali, Fazli Wahid, F. Wahid, 2018, Evol. Intell..

Statistical Features Based Approach (SFBA) for Hourly Energy Consumption Prediction Using Neural Network

Abdul Salam Shah, Rozaida Ghazali, Fazli Wahid, 2017 .

An Improved Back Propagation Neural Network Algorithm on Classification Problems

Rozaida Ghazali, Nazri Mohd Nawi, Norhamreeza Abdul Hamid, 2010, FGIT-DTA/BSBT.

Predicting Financial Prices of Stock Market using Recurrent Convolutional Neural Networks

Yana Mazwin Mohmad Hassim, M. Zulqarnain, R. Ghazali, 2020 .

An Efficient Bio-inspired Bees Colony for Breast Cancer Prediction

Haruna Chiroma, Rozaida Ghazali, Habib Shah, 2015, DaEng.

Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster

Rozaida Ghazali, Habib Shah, Yana Mazwin Mohmad Hassim, 2014, SCDM.

Hybrid Guided Artificial Bee Colony Algorithm for Earthquake Time Series Data Prediction

Rozaida Ghazali, Habib Shah, Tutut Herawan, 2013 .

A survey on bug prioritization

Rozaida Ghazali, Habib Shah, Mustafa Mat Deris, 2017, Artificial Intelligence Review.

Dynamic Ridge Polynomial Neural Network: Forecasting the univariate non-stationary and stationary trading signals

Abir Jaafar Hussain, Rozaida Ghazali, Panos Liatsis, 2011, Expert Syst. Appl..

MCS-MCMC for Optimising Architectures and Weights of Higher Order Neural Networks

Nureize Arbaiy, Ayodele Lasisi, Rozaida Ghazali, 2020 .

A new genetically optimized tensor product functional link neural network: an application to the daily exchange rate forecasting

Waddah Waheeb, Rozaida Ghazali, R. Ghazali, 2019, Evolutionary Intelligence.

Predicting Physical Time Series Using Dynamic Ridge Polynomial Neural Networks

Dhiya Al-Jumeily, Rozaida Ghazali, Abir Hussain, 2014, PloS one.

The application of ridge polynomial neural network to multi-step ahead financial time series prediction

Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, 2008, Neural Computing and Applications.

An enhanced LBP-based technique with various size of sliding window approach for handwritten Arabic digit recognition

Rozaida Ghazali, Ebrahim Al-wajih, R. Ghazali, 2021, Multimedia Tools and Applications.

Jordan Pi-Sigma Neural Network for Temperature Prediction

Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail, 2011, UCMA.

Application of Pi-Sigma Neural Networks and Ridge Polynomial Neural Networks to Financial Time Series Prediction

Dhiya Al-Jumeily, Rozaida Ghazali, R. Ghazali, 2009 .

Mining Indirect Least Association Rule from Students' Examination Datasets

Rozaida Ghazali, Mustafa Mat Deris, Tutut Herawan, 2014, ICCSA.

Application of Real-Valued Negative Selection Algorithm to Improve Medical Diagnosis

Rozaida Ghazali, Tutut Herawan, Ayodele Lasisi, 2016 .

An Enhanced Approach of Artificial Bee Colony for Energy Management in Energy Efficient Residential Building

Rozaida Ghazali, Fazli Wahid, Lokman Hakim Bin Ismail, 2018, Wirel. Pers. Commun..

A new Multi Sine-Cosine algorithm for unconstrained optimization problems

Abdullah Khan, Nazri M. Nawi, Muhammad Aamir, 2021, PloS one.

Hybrid Ant Bee Colony Algorithm for Volcano Temperature Prediction

Rozaida Ghazali, Habib Shah, Nazri Mohd Nawi, 2012 .

A novel error-output recurrent neural network model for time series forecasting

Waddah Waheeb, Rozaida Ghazali, R. Ghazali, 2019, Neural Computing and Applications.

Enhanced Accuracy of Heart Disease Prediction using Machine Learning and Recurrent Neural Networks Ensemble Majority Voting Method

Rozaida Ghazali, Ahmed Khalaf Zager Alsaedi, Irfan Javid, 2020 .

Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat

Rozaida Ghazali, Nazri Mohd Nawi, Lokman Hakim Bin Ismail, 2011, ICSECS.

The Development of Improved Back-Propagation Neural Networks Algorithm for Predicting Patients with Heart Disease

Rozaida Ghazali, Nazri Mohd Nawi, Mohd Najib B. Mohd Salleh, 2010, ICICA.

Attention Aware Deep Learning Approaches for an Efficient Stress Classification Model

M. Zulqarnain, R. Ghazali, H. Shah, 2023, Brain sciences.

A novel rough value set categorical clustering technique for supplier base management

Ijaz Ali Shoukat, Rozaida Ghazali, Mustafa Mat Deris, 2021, Computing.

Does Number of Clusters Effect the Purity and Entropy of Clustering?

Rozaida Ghazali, Mustafa Mat Deris, M. M. Deris, 2016, SCDM.

A comparative analysis on question classification task based on deep learning approaches

Rozaida Ghazali, Noor Aida Husaini, Wareesa Sharif, 2021, PeerJ Comput. Sci..

Application of Ridge Polynomial Neural Networks to Financial Time Series Prediction

Abir Jaafar Hussain, Rozaida Ghazali, Wael El-Deredy, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Boolean Function Classification Using Hybrid Ant Bee Colony Algorithm

Rozaida Ghazali, Habib Shah, Nazri Mohd Nawi, 2012 .

Content-based SMS spam filtering based on the Scaled Conjugate Gradient backpropagation algorithm

Waddah Waheeb, Rozaida Ghazali, Mustafa Mat Deris, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

The Effect of Adaptive Gain and Adaptive Momentum in Improving Training Time of Gradient Descent Back Propagation Algorithm on Classification Problems

Rozaida Ghazali, Nazri Mohd Nawi, Norhamreeza Abdul Hamid, 2011 .

THE EFFECT OF GAIN VARIATION IN IMPROVING LEARNING SPEED OF BACK PROPAGATION NEURAL NETWORK ALGORITHM ON CLASSIFICATION PROBLEMS

Rozaida Ghazali, Nazri Mohd Nawi, Rajesh Ransing, 2009 .

An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings

L. H. Ismail, R. Ghazali, Fazli Wahid, 2023, International Journal of Swarm Intelligence Research.

Negative Selection Algorithm: A Survey on the Epistemology of Generating Detectors

Rozaida Ghazali, Tutut Herawan, Ayodele Lasisi, 2013, DaEng.

Uncertainty Analysis Using Fuzzy Sets for Decision Support System

Rozaida Ghazali, Nazri Mohd Nawi, Mohd Najib Mohd Salleh, 2011 .

Efficient processing of GRU based on word embedding for text classification

Muhammad Faheem Mushtaq, Rozaida Ghazali, Muhammad Zulqarnain, 2019, JOIV : International Journal on Informatics Visualization.

Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price

Haruna Chiroma, Rozaida Ghazali, Tutut Herawan, 2015, ICIC.

Immunohistochemistry BC image analysis: A review

Loay E. George, Hasanain H. Razzaq, R. Ghazali, 2023, PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON FRONTIER OF DIGITAL TECHNOLOGY TOWARDS A SUSTAINABLE SOCIETY.

Using Probabilistic Classification Technique and Statistical Features for Brain Magnetic Resonance Imaging (MRI) Classification: An Application of AI Technique in Bio-Science

Abdul Salam Shah, Rozaida Ghazali, Fazli Wahid, 2017 .

Securing Internet of Drones With Identity-Based Proxy Signcryption

Rozaida Ghazali, Neeraj Kumar, Danish Shehzad, 2021, IEEE Access.

Analytical Use of IHC Dataset By Using Segmentation And Classification Techniques

Loay E. George, Hasanain H. Razzaq, R. Ghazali, 2022, 2022 5th International Conference on Engineering Technology and its Applications (IICETA).

A Comprehensive Survey on Face Detection Techniques

Nidhal K. El Abbadi, Ali Nadhim Razzaq, R. Ghazali, 2022, Webology.

Comparative Performance Analysis of Negative Selection Algorithm with Immune and Classification Algorithms

Rozaida Ghazali, Tutut Herawan, Ayodele Lasisi, 2014, SCDM.

Prediction of Physical Time Series Using Spiking Neural Networks

Abir Jaafar Hussain, Hissam Tawfik, Rozaida Ghazali, 2014, ICIC.

Levenberg-marquardt backpropagation neural network with techebycheve moments for face detection

Rozaida Ghazali, Ali Nadhim Razzaq, Nidhal Khdhair El Abbadi, 2021, Bulletin of Electrical Engineering and Informatics.

A Modified Weight Optimization for Artificial Higher Order Neural Networks in Physical Time Series

Nureize Arbaiy, Norhamreeza Abdul Hamid, Rozaida Ghazali, 2020 .

The wavelet multilayer perceptron for the prediction of earthquake time series data

Rozaida Ghazali, Mustafa Mat Deris, Ashikin Ali, 2011, iiWAS '11.