Staff Profile

Full NamePROF. MADYA DR ROZAIDA BINTI GHAZALI
FacultyFAKULTI SAINS KOMPUTER DAN TEKNOLOGI MAKLUMAT
DepartmentJABATAN KEJURUTERAAN PERISIAN
Staff Number00470
Email
Designation DS54 - PROFESOR MADYA
  TIMBALAN PENGARAH
PEJABAT AM
PEJABAT ANTARABANGSA

Areas of Research Interest

1. NEURAL NETWORKS
2. SWARM INTELLIGENCE
3. DATA MINING
4. TIME SERIES PREDICTION
5. DATA CLASSIFICATION

Academic Qualification

YearQualificationInstitution
2007 DOKTOR FALSAFAH SAINS KOMPUTER LIVERPOOL JOHN MOORES UNIVERSITY
2003 SARJANA SAINS KOMPUTER UNIVERSITI TEKNOLOGI MALAYSIA
1997 SARJANA MUDA SAINS KOMPUTER UNIVERSITI SAINS MALAYSIA

Professional Appointments

DS54 - Profesor Madya

Management Experience

YearDescription
2015 - 2017 Timbalan Pengarah
Pejabat Antarabangsa
2012 - 2013 Timbalan Dekan (Penyelidikan & Pembangunan)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2011 - 2011 Timbalan Dekan (Pembangunan Dan Pemasaran)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2009 - 2011 Timbalan Dekan (Penyelidikan & Pembangunan)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran
2008 - 2009 Timbalan Dekan (Penyelidikan & Pembangunan)
Fakulti Sains Komputer dan Teknologi Maklumat, Bahagian Pentadbiran

Teaching Experience

YearDescriptionLevel
2010 Pembangunan Sistem Fuzzy [BIT 3373], Sesi 2010/2011, Universiti Tun Hussein Onn, 2010. University
2009 Struktur Diskrit [BIT 1113], Sesi 2008/2009, Universiti Tun Hussein Onn Malaysia, 2009. University
2009 Pembangunan Sistem Fuzzy [BIT 3373], Sesi 2009/2010, Universiti Tun Hussein Onn, 2009. University
2008 Pembangunan Sistem Fuzzy [BIT 3373], Sesi 2008/2009, Universiti Tun Hussein Onn Malaysia, 2008 University
2008 Metodologi Penyelidikan [BIT 3343], Sesi 2008/2009, Universiti Tun Hussein Onn Malaysia, 2008 University
2008 Struktur Diskrit [BIT 1113], Sesi 2007/2008, Universiti Tun Hussein Onn Malaysia, 2008 University
2007 Struktur Diskrit [BIT 1113], Sesi 2006/2007, Universiti Tun Hussein Onn Malaysia, 2007. University
2006 gffhghfhg University
2001 Pengaturcaraan komputer [BTI 1122], Sesi 2001/2002, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Pengaturcaraan komputer [BEE 3053], Sesi 2001/2002 , Universiti Tun Hussein Onn Malaysia, 2001. University
2001 Pengaturcaraan komputer [DTI 1023], Sesi 2001/2002, Universiti Tun Hussein Onn Malaysia, 2001 University
2001 Pengaturcaraan komputer [BTI 2133], Sesi 2001/2002, Universiti Tun Hussein Onn Malaysia, 2001 University
1971 Pengaturcaraan komputer [BTI 2133], Sesi 2001/2002 , Universiti Tun Hussein Onn Malaysia, 2001. University

Research Grants And Contracts

CodeTitleDesignationEnd Date
1641 A new hybrid swarm-evolutionary algorithm for energy consumption minimization in intelligent buildings Ketua 15/07/2020
T003 Optimization of the modified membrane towards antifouling mechanism via second order back propagation method (Neural Network) (BPNN) Ahli 30/11/2019
U612 Time series forecasting using ridge polynomial neural network with error feedback Ketua 31/01/2019
1524 PREDICTION OF COASTAL WATER QUALITY FOR MARINE ECOSYSTEM CONTROL USING FEED-FORWARD NEURAL NETWORK ALONG WESTERN COAST OF PENINSULAR MALAYSIA Ahli 31/10/2018
1612 Improved Spatio-Temporal Data Modelling with Spiking Neural Network Methods for Environmental Event Prediction. Ahli 31/07/2018
U726 An improved functional link neural network for the time series prediction using error feedback Ketua 31/03/2018
U196 Artificial Immune System For Bug Prioritization Based on Rough Set Theory and Cuckoo Search Algorithm Ketua 30/09/2017
A134 Cuckoo Search-Ridge Polynomial Neural Network for Saudi Stock Exchange Market Ketua 28/09/2017
U496 An improved functional link neural network for classification Ketua 28/02/2017
1160 Artificial Immune System Based Malware Model Ketua 31/08/2015
B017 WIRELESS SENSOR FOR AIR POLLUTION PREDICTION Ahli 01/09/2014
0882 A New ABC-Functional Link Neural Network for the Prediction of Daily Temperatures for Climate Change Scenarios over Malaysia Ketua 31/07/2014
C039 Kepuasan Pelanggan Terhadap 11 Projek Infrastruktur Fizikal di UTHM Ahli 30/09/2013
1032 Hybrid Ant Bee Colony Algorithm For Training Neural Networks Ketua 31/03/2013
0709 Development of Recurrent Neural Network Modelling for Indoor Temperature and Indoor Air Quality (IAQ) Prediction : A Reflection of Outdoor Parameters Ahli 28/02/2013
0737 A New Method to Enhance the Computational Efficiency of Data Mining Classification Modelling Techniques by Introducing Optimal Gain Parameter Ahli 28/02/2013
0815 The MLP modelling with wavelet transfor for physical time series data Ketua 31/03/2012
S016 Application of a Novel Higher Order Neural Network to Improve Storm Water Prediction as Precautionary Measures to Forecast Flood Disaster in Suburban Ketua 30/06/2010
S012 The Development of Data Analyzer for Early Detection of Oil Palm Devastating Fungus Ahli 31/05/2010
1235 A Global Hybrid Ant-Bee Colony (GHABC) Algorithm for Weights Optimization in Jordan Pi-Sigma Neural Network on Anomalies Detection Problem Ketua 31/12/2016
0739 A Novel Dynamic Ridge Polynomial Neural Network for the Classification of Seismic Signals at Merapi Volcano Ketua 31/05/2013
0736 Soft Set Approach for Categorical Data Clustering and Maximal Association Rules Mining Ahli 31/08/2012
0681 An Application Of Pi-Sigma Neural Network for the Prediction Of Flood Disaster Ketua 31/10/2011
0522 Ozone time series prediction using Higher Order Neural Networks. Ketua 14/06/2010

Publications

Journal
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Rashid Naseem, Habib Shah
(2017) A Survey On Bug Prioritization , ARTIFICIAL INTELLIGENCE REVIEW , Springer Netherlands , 2, 145, ISSN:02692821
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris
(2017) An Empirical Analysis Of Rough Set Categorical Clustering Techniques , PLOS ONE, PLos org , 1, 1, ISSN:19326203
Tutut Herawan, Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2017) Functional Link Neural Network With Modified Artificial Bee Colony For Data Classification, INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, Idea Group Publishing , 7, 1, ISSN:15483657
Wahid, F., Ghazali, R., Fayaz, M., Shah, A.S.
(2017) Using Probabilistic Classification Technique And Statistical Features For Brain Magnetic Resonance Imaging (Mri) Classification: An Application Of Ai Technique In Bio-Science, INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY, Science and Engineering Research Support Society , 11, 93, ISSN:22337849
Waddah Waheeb, Rozaida Ghazali
(2016) Chaotic Time Series Forecasting Using Higher Order Neural Networks, INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY, INSIGHT , 12, 624, ISSN:20885334
Lasisi, A., Ghazali, R., Deris, M.M., Herawan, T., Lasisi, F.
(2016) Extracting Information In Agricultural Data Using Fuzzy-Rough Sets Hybridization And Clonal Selection Theory Inspired Algorithms, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE , World Scientific Publishing Company , 11, 1660008-1, ISSN:02180014
Al-Saedi, A.K.Z., Ghazali, R., Deris, M.M.
(2016) Improved Multi Join Query Optimization For Rdbms Based On Swarm Intelligence Approaches, ADVANCED SCIENCE LETTERS, American Scientific Publishers , 10, 2847, ISSN:19366612
Waddah Waheeb , Rozaida Ghazali, Tutut Herawan
(2016) Ridge Polynomial Neural Network With Error Feedback For Time Series Forecasting, PLOS ONE, Public Library of Science , 12, 1, ISSN:19326203
Rozaida Binti Ghazali
(2015) Materialized View Selection For Query Optimization In Data Warehouse System Using Heuristic Approaches, JOURNAL OF NEXT GENERATION INFORMATION TECHNOLOGY , dvanced Institutes of Convergence Information Technology , 8, 13, ISSN:2092-8637
Rozaida Binti Ghazali
(2015) Materializing Multi Join Query Optimization For Dbms Using Swarm Intelligent Approach , INTERNATIONAL JOURNAL OF COMPUTER INFORMATION SYSTEMS & INDUSTRIAL MANAGEMENT APPLICATIONS. IJCISIM, Dynamic Publishers, Inc., USA , 10, 074, ISSN:2150-7988
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
(2013) An Approach To Improve Functional Link Neural Network Training Using Modified Artificial Bee Colony For Classification Task, ASIA-PACIFIC JOURNAL OF INFORMATION TECHNOLOGY AND MULTIMEDIA, University Kebangsaan Malaysia Press , 12, 63, ISSN:2289-2192
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2013) An Improved Functional Link Neural Network Learning Using Artificial Bee Colony Optimisation For Time Series Prediction, INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING, Inderscience Enterprises , 12, 307, ISSN:17438187
Yana Mazwin Mohmad Hassim, Rozaida Ghazali
(2012) Training A Functional Link Neural Network Using An Artificial Bee Colony For Solving A Classification Problems, JOURNAL OF COMPUTING, Journal of Computing Press, NY, USA , 9, 110, ISSN:2151-9617
Ghazali R., Hussain A.J., Liatsis P.
(2011) Dynamic Ridge Polynomial Neural Network: Forecasting The Univariate Non-Stationary And Stationary Trading Signals, EXPERT SYSTEMS WITH APPLICATIONS , ELSEVIER , 4, 3765, ISSN:09574174
Prosiding / Seminar
Shah, H., Ghazali, R., Nawi, N.M.
(2017) Hybrid Ant Bee Colony Algorithm For Volcano Temperature Prediction, Springer, Berlin, Heidelberg , 453, ISBN:18650937
Ahmed Khalaf Zager Al Saadi, Rozaida Ghazali, Mustafa Mat Deris
(2017) A New Multi Objective Optimization To Improve Growth Domestic Produce Of Economic Using Metaheuristic Approaches: Case Study Of Iraq Economic , springer , 496, ISBN:21945365
Ahmed A., Ghazali R.
(2017) An Improved Self-Organizing Map For Bugs Data Clustering, IEEE , 135, ISBN:978-150904186-2
Umer Iqbal, Rozaida Ghazali
(2017) Chebyshev Multilayer Perceptron Neural Network With Levenberg Marquardt-Back Propagation Learning For Classification Tasks , SPRINGER , 162, ISBN:978-331951279-2
Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris, Mustafa Mat Deris
(2017) Does Number Of Clusters Effect The Purity And Entropy Of Clustering? , SPRINGER , 355, ISBN:21945365
Husaini N.A., Ghazali R., Yanto I.T.R.
(2017) Enhancing Modified Cuckoo Search Algorithm By Using Mcmc Random Walk, Institute of Electrical and Electronics Engineers Inc. , 306, ISBN:978-150901721-8
Yana Mazwin Mohmad Hassim, Rozaida Ghazali and Noorhaniza Wahid
(2017) Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm For Classification Task, Springer International Publishing , 71, ISBN:9783319512815
Wadded Waheeb, Rozaida Ghazali, Tutut Herawan
(2017) Time Series Forecasting Using Ridge Polynomial Neural Network With Error Feedback , SPRINGER , 189, ISBN:21945365
Norlida Hassan, Rozaida Ghazali, Kashif Hussain
(2017) Training Anfis Using Catfish-Particle Swarm Optimization For Classification, Springer International Publishing , 201 , ISBN:9783319512815
Ayodele Lasisi, Rozaida Ghazali, Haruna Chiroma
(2017) Utilizing Clonal Selection Theory Inspired Algorithms And K-Means Clustering For Predicting Opec Carbon Dioxide Emissions From Petroleum Consumption, Springer , 101, ISBN:21945365
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2016) Improving Functional Link Neural Network Learning Scheme For Mammographic Classification, Springer Science and Business Media Deutschland GmbH , 213 , ISBN:9783319337463
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2016) Mammographic Mass Classification Using Functional Link Neural Network With Modified Bee Firefly Algorithm, Springer International Publishing , 192 , ISBN:9783319409993
Waheeb W., Ghazali R.
(2016) Multi-Step Time Series Forecasting Using Ridge Polynomial Neural Network With Error-Output Feedbacks, Springer, Singapore , 48, ISBN:978-981-10-2777
Khairy R.S., Ghazali R., Lasisi A.
(2016) Real-Valued Negative Selection Algorithms: Ensuring Data Integrity Through Anomaly Detection, SPRINGER , 23, ISBN:978331924584
Rozaida Binti Ghazali
(2015) An Efficient Multi Join Query Optimization For Relational Database Management System Using Two Phase Artificial Bees Colony Algorithm, Springer International Publishing , ISBN:978-3-319-25938-3
Waheeb W., Ghazali R., Deris M.M.
(2015) Content-Based Sms Spam Filtering Based On The Scaled Conjugate Gradient Backpropagation Algorithm, IEEE EXPLORE , 675 , ISBN:9781467376822
Rozaida Binti Ghazali
(2015) Orchestrating Real-Valued Negative Selection Algorithm With Computational Efficiency For Crude Oil Price, Springer International Publishing , ISBN:978-3-319-22052-9
Husaini, N.A., Ghazali, R., Ismail, L.H., Herawan, T.
(2014) A Jordan Pi-Sigma Neural Network For Temperature Forecasting In Batu Pahat Region, Springer Verlag , 11, ISBN:21945357
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2014) A Modified Artificial Bee Colony Optimization For Functional Link Neural Network Training , Springer Singapore , 69 , ISBN:18761100
Rozaida Binti Ghazali
(2014) An Efficient Multi Join Query Optimization For Rdbms Using Swarm Intelligent Approach , IEEE , ISBN:978-3-319-25938-3
Habib Shah, Tutut Herawan, Rozaida Ghazali, Rashid Naseem, Maslina Abdul Aziz, Jemal H. Abawajy
(2014) An Improved Gbest Guided Artificial Bee Colony (Iggabc) Algorithm For Classification And Prediction Tasks, Springer International Publishing , 559, ISBN:978331912637
Habib Shah, Rozaida Ghazali & Yana Mazwin Mohmad Hassim
(2014) Honey Bees Inspired Learning Algorithm: Nature Intelligence Can Predict Natural Disaster, Springer International Publishing , 215 , ISBN:9783319076911
Siti Zulaikha Abu Bakar, Rozaida Ghazali, Lokman Hakim Ismail, Tutut Herawan, Ayodele Lasisi
(2014) Implementation Of Modified Cuckoo Search Algorithm On Functional Link Neural Network For Climate Change Prediction Via Temperature And Ozone Data, springer Verlag , 239, ISBN:978331907692
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2014) Optimizing Functional Link Neural Network Learning Using Modified Bee Colony On Multi-Class Classifications, Springer Berlin Heidelberg , 153 , ISBN:18761100
R. Ghazali, N. A. Husaini, L. H. Ismail, T. Herawan and Y. M. M. Hassim
(2014) The Performance Of A Recurrent Honn For Temperature Time Series Prediction , Institute of Electrical and Electronics Engineers Inc. , 518 , ISBN:9781479914845
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2013) Functional Link Neural Network - Artificial Bee Colony For Time Series Temperature Prediction , Springer Berlin Heidelberg , 427 , ISBN:9783642396366
Siti Zulaikha Bt Abu Bakar, Rozaida Bt Ghazali, Lokman Hakim Bin Ismail
(2013) Implementation Of Modified Cuckoo Search Algorithm On Functional Link Neural Network For Temperature And Relative Humidity Prediction, Springer Verlag , 151, ISBN:9789814585187
Ayodele Lasisi, Rozaida Ghazali, Tutut Herawan
(2013) Negative Selection Algorithm: A Survey On The Epistemology Of Generating Detectors, Springer Verlag , 167, ISBN:978-981-4585-18
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2013) Solving A Classification Task Using Functional Link Neural Networks With Modified Artificial Bee Colony, IEEE Computer Society , 189 , ISBN:9781467347143
Yana Mazwin Mohmad Hassim & Rozaida Ghazali
(2013) Using Artificial Bee Colony To Improve Functional Link Neural Network Training, Trans Tech Publications, Switzerland , 2102 , ISBN:9783037855744
Shah H., Ghazali R.
(2012) Prediction Of Earthquake Magnitude By An Improved Abc-Mlp, IEEE , 312, ISBN:978145772186
NA Husaini, R Ghazali, NM Nawi, LH Ismail
(2011) Jordan Pi-Sigma Neural Network For Temperature Prediction , Springer Verlag , 547, ISBN:18650929
AJ Husssain, AJ Jameel, D Al-Jumeily, R Ghazali
(2010) Speech Prediction Using Higher Order Neural Networks , IEEE EXPLORE , 294, ISBN:9781424457007
Ghazali R., Hussain A.J., Al-Jumeily D., Lisboa P.
(2009) Time Series Prediction Using Dynamic Ridge Polynomial Neural Networks, IEEE EXPLORE , 354, ISBN:9780769539126

Supervision

YearDescriptionRole
2010 Supervisor for Nor Ainun binti Yaacob , Sarjana Muda, Job Board, Universiti Tun Hussein Onn Malaysia (UTHM), 2010. Supervisor
2010 Assessor for Research and Innovation Award, UTHM, 2010. Assessor
2010 Supervisor for Habib Shah, Ph.D., Artificial Bee Colony Optimization Algorithm for Training the Functional Link Neural Networks to Predict the Seismic Signals in Merapi Volcano, Universiti Tun Hussein Onn Malaysia (UTHM), masih dalam pengajian. Supervisor
2010 Examiner for Thesis: Helmi Adly Mohd. Noor (2010): Algorithm for measurement of human's fatigue level using 2 factors (Eyelid blinking & Mouth Yawning). Examiner
2010 Supervisor for Nor Syazwani bt Ghazali, Sarjana Muda, Sistem Penilaian Kemahiran Insaniah (KI) Pelajar UTHM, Universiti Tun Hussein Onn Malaysia (UTHM), 2010. Supervisor
2010 Supervisor for Nurbihan Hashim , Sarjana Muda, Evaluation of Therapy Treatment on Lumbar Spine using Fuzzy Logic Technique, Universiti Tun Hussein Onn Malaysia (UTHM), masih dalam pengajian. Supervisor
2010 Supervisor for Nurharlina Abdul hamid, Sarjana, Determination of medicine dose for diabetes patients based on fuzzy logic approach, Universiti Tun Hussein Onn Malaysia (UTHM), masih dalam pengajian. Supervisor
2010 Supervisor for Noor Aida bt. Husaini, Sarjana, An application of Pi-Sigma Neural Network for the prediction of flood disaster, Universiti Tun Hussein Onn Malaysia, UTHM. Supervisor
2009 Assessor for FRGS Applications, UTHM, 2009. Assessor
2009 Supervisor for Li Cheang Yew Sarjana Muda, Sistem sokongan keputusan kenaikan pangkat menggunakan teknik pepohon keputusan, Universiti Tun Hussein Onn Malaysia, 2009. Supervisor
2009 Supervisor for Tengku Azlina bt. Tengku Ahmad, Sarjana Muda, Sistem penentuan kualiti air menggunakan teknik logik kabur, Universiti Tun Hussein Onn Malaysia, 2009. Supervisor
2009 Supervisor for Hairunisa bt. Ismail Sarjana Muda, Sistem pengkelasan indeks pencemaran udara menggunakan teknik logik kabur , Universiti Tun Hussein Onn Malaysia, 2009. Supervisor
2009 Supervisor for Norhaslina bt. Rani , Sarjana Muda, Sistem penentuan kelas tanah menggunakan teknik logik kabur , Universiti Tun Hussein Onn Malaysia, 2009. Supervisor
2009 External examiner for Muammar Nurdin, Pengoptimuman pengagihan sumber bantuan menggunakan alkhawarizmi genetik: kajian kes tsunami Acheh, Sarjana, UKM, 2009. External Examiner
2009 External examiner for thesis: Siti Mahfuzoh bt. Wasikon (2009): Hasten Dynamic Frame Slotted ALOHA (HDFSA) Algorithm for Fast Identification in RFID System. Examiner
2008 Referee Pertandingan Penulisan Projek Sarjana/Tesis Terbaik Sempena Bulan Siswazah UTHM, 2008 Referee
2008 Supervisor for Jaslin Chong, Sarjana Muda, Sistem penggredan beras menggunakan teknik logik kabur, Universiti Tun Hussein Onn Malaysia, 2008. Supervisor

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