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Curriculum Vitae


MAKLUMAT ASAS

PROF. DR. AZURALIZA BINTI ABU BAKAR

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Azuraliza Abu Bakar is a Professor in Data Mining at Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia since 2011. She received her PhD in Artificial Intelligence from Universiti Putra Malaysia in 2002). Her main research areas are Data Analytics and Artificial Intelligence specifically in Rough Set Theory, Feature Selection Algorithms, Nature Inspired Computing and Sentiment Analysis. She is the head of 13 research projects (including 3 in progress) and member of 42 research projects. Currently she is the head of LAB40: Living Analytics for Enhancing The B40’s Wellbeing Program. LAB40 is a program that combines data analytics research in the areas of the people well-being including poverty, socio-economics, health security, education, and gender for intelligent decision-making that enhances the well-being of the people, especially the B40s. She has supervised 24 completed and 8 in progress PhDs and more than 50 MSc and BSc students. She has published 109 research journals, 7 book chapters and more than 90 research proceedings. Her main publication fingerprints are data mining, feature extraction, rough set theory, association rules, classifier, particle swarms optimization, data stream mining, and Artificial immune systems. In UKM she teaches Advanced Artificial Intelligence, Data Mining and Knowledge Discovery, and Fundamental of Data Science. She has served as Panel of Evaluation for development of Data Science Program in several Malaysia University UTEM, UiTM, and UTM, and Intelligent System Program in UUM. She is a member of IEEE Computational Intelligence Society.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
Doktor Falsafah , UPM , 2002
Sarjana , UKM , 1994
Sarjana Muda , UKM , 1991
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - DATA SCIENCES & DATA ANALYTICS (DATA MINING)
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (Artifical Intelligence, Data Mining)
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Nor Ashikin Mohamad Kamal, Azuraliza Abu Bakar, Suhaila Zainudin.  (2022).  Optimization Of Discrete Wavelet Transform Feature Representation And Hierarchical Classification Of G-protein Coupled Receptor Using Firefly Algorithm And Particle Swarm Optimization.  - Applied Sciences.  1-19. 
Normadiah Mahiddin, Zulaiha Ali Othman, Azuraliza Abu Bakar, Nur Arzuar Abdul Rahim.  (2022).  An Interrelated Decision-making Model For An Intelligent Decision Support System In Healthcare.  - Ieee Access.  31660-31676. 
Mohammed Alweshah, Saleh Alkhalaileh, Mohammed Azmi Al-betar, Azuraliza Abu Bakar.  (2022).  Coronavirus Herd Immunity Optimizer With Greedy Crossover For Feature Selection In Medical Diagnosis.  - Knowledge Based Systems.  1-19. 
Mariah Abdul Rahman, Nor Samsiah Sani, Rusnita Hamdan, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2021).  A Clustering Approach To Identify Multidimensional Poverty Indicators For The Bottom 40 Percent Group.  - Plos One.  1-25. 
Mustafa Tareq, Elankovan A Sundararajan, Aaron Harwood, Azuraliza Abu Bakar.  (2021).  A Systematic Review Of Density Grid-based Clustering For Data Streams.  - Ieee Access.  579-596. 
Maryam Mousavi, Hassan Khotanlou, Azuraliza Abu Bakar, Mohammadmahdi Vakilian.  (2020).  Varying Density Method For Data Stream Clustering.  - Applied Soft Computing.  1-14. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Herman Yuliansyah, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2020).  Taxonomy Of Link Prediction For Social Network Analysis: A Review.  - Ieee Access.  83470-83487. 
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Abdullah Saeed Ghareb, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2016).  Hybrid Feature Selection Based On Enhanced Genetic Algorithm For Text Categorization.  - Expert Systems With Applications.  31-47. 
Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar , Abdul Razak Hamdan.  (2014).  Outbreak Detection Model Based On Danger Theory.  - Applied Soft Computing.  612-622. 
Vahid Beiranvand,mohamad Mobasher Kashani, Azuraliza Abu Bakar.  (2014).  Multi-objective Pso Algorithm For Mining Numerical Association Rules Without A Priori Discretization.  - Expert System With Applications.  41:4259-4273. 
Ahmed Mohammed Abbas, Azuraliza Abu Bakar, Mohd Zakree Ahmad.  (2014).  Fast Dynamic Clustering Soap Messages Based Compression And Aggregation Model For Enhanced Performance Of Web Services.  - Journal Of Network And Computer Applications.  41:80-88. 
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud.  (2012).  Rp3ca: An Expert System Applied In Stormwater Management Plan For Construction Sites In Malaysia.  - Expert Systems With Applications.  39(3):3692-3701. 
A.a. Bakar, Z.a. Othman, A.r. Hamdan, R.yusof, R. Ismail.  (2011).  An Agent Model For Rough Classifiers.  - Applied Soft Computing.  11:2239-2245. 

Penerbitan WOS

Raja Azhan Syah Raja Wahab & Azuraliza Abu Bakar.  (2021).  Digital Economy Tax Compliance Model In Malaysia Using Machine Learning Approach.  - Sains Malaysiana.  2059-2077. 
Izhar Che Zainol Rashid, Azuraliza Abu Bakar, Hazura Mohamed, Suhaila Zainudin.  (2021).  Fuzzy C-means Clustering For Rainfall Signature Detection And Towards Understanding Weather Patterns.  - International Journal Of Global Warming.  162-180. 
Azuraliza Abu Bakar, Rusnita Hamdan, Nor Samsiah Sani.  (2020).  Ensemble Learning For Multidimensional Poverty Classification.  - Sains Malaysiana.  447-459. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Nor Samsiah Sani, Jamaludin Sallim.  (2020).  Household Overspending Model Amongst B40, M40 And T20 Using Classification Algorithm.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  392-399. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 
Shakirah Mohd Taib,zahiah Akhma, Mohd Zabidi,izzatdin Abdul Aziz, Farahida Hanim Mousor, Azuraliza Abu Bakar, Ainul Akmar Mokhtar.  (2018).  Discovery Of Corrosion Patterns Using Symbolic Time Series Representation And N-gram Model.  - International Journal Of Advanced Computer Science And Applications. 
Ghassan Saleh Al-dharhani, Zulaiha Ali Othman And Azuraliza Abu Bakar, Sharifah Mastura Syed Abdullah.  (2018).  Discovering Meaningful Patterns For Tropical Climate Change In Malaysia.  - International Journal Of Global Warming. 
Hani A.k. Ihlayyel, Nurfahdlina Mohd Sharef, Mohd Zakree Ahmad Nazri And Azuraliza Abu Bakar.  (2018).  An Enhanced Feature Representation Based On Linear Regression Model For Stock Market Prediction.  - Intelligent Data Analysis.  45-76. 
Abdullah Saeed Ghareb,azuraliza Abu Bakar,qasem A. Al-radaideh, Abdul Razak Hamdan.  (2018).  Enhanced Filter Feature Selection Methods For Arabic Text Categorization.  - International Journal Of Information Retrieval Research.  1-24. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Siti Nur Afiqah Mohd Arif, Mohd Farhan Mohd Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah.  (2017).  Change Point Analysis: A Statistical Approach To Detect Potential Abrupt Change.  - Jurnal Teknologi.  147-157. 
Husam I.s. Abuhamad, Azuraliza Abu Bakar, Suhaila Zainudin, Mazrura Sahani, Zainudin Mohd Ali.  (2017).  Feature Selection Algorithms For Malaysian Dengue Outbreak Detection Model.  - Sains Malaysiana.  255-265. 
Fatemeh Boobord, Zalinda Othman, And Azuraliza Abu Bakar.  (2015).  A Wk-means Approach For Clustering.  - International Arab Journal Of Information Technology.  489-493. 
A. M. Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Othman Jaafar.  (2015).  Sequential Pattern Discovery Algorithm For Malaysia Rainfall Prediction.  - Acta Physica Polonica A.  324-326. 
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar And Zulaiha Ali Othman.  (2015).  Optimization Overlap Clustering Based On The Hybrid Rough Discernibility Concept And Rough K-means.  - Intelligent Data Analysis.  795-823. 
Siti Sakira Kamaruddin, Azuraliza Abu Bakab, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman And Ghassan Saleh Hussein.  (2015).  A Text Mining System For Deviation Detection In Financial Documents.  - Intelligent Data Analysis.  19-44. 
Abdullah S. Ghareb, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2014).  Integrating Noun-based Feature Ranking And Selection Methods With Arabic Text Associative Classification Approach.  - Arabian Journal For Science And Engineering.  7807-7822. 
Ghassan Saleh Al-dharhani, Zulaiha Ali Othman And Azuraliza Abu Bakar.  (2014).  A Graph-based Ant Colony Optimization For Association Rule Mining.  - Arabian Journal For Science And Engineering.  39 (6): 4651-4665. 
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2014).  Frequent Positive And Negative (fpn) Itemset Approach For Outlier Detection.  - Intelligent Data Analysis.  1049-1065. 
S. N. H. S. Abdullah, R. A. M. Yusoff, N. F. A. Zainal, S. Abdullah, A. A Bakar, K. Omar.  (2014).  Paddy Abnormality Vision Recognition Tool Based On Multi-layered Mamdani Fuzzy Modeling.  - Applied Engineering In Agriculture.  30(2): 325-334. 
Maryam Mousavi, Azuraliza Abu Bakar, Suhaila Zainudin, Zalizah Awang Long, Mazrura Sahani, Mohammadmahdi Valikian.  (2013).  Negative Selection Algorithm For Dengue Outbreak Detection.  - Turkish Journal Of Electrical Engineering And Computer Sciences.  21:2345-2356. 
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mohd Nor.  (2012).  Deviation Detection In Text Using Conceptual Graph Interchange Format And Error Tolerance Dissimilarity Function.  - Intelligent Data Analysis.  16:487-511. 
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti Azura Mohamed Hussein.  (2012).  An Intelligent Data Pre-processing Of Complex Datasets.  - Intelligent Data Analysis.  16:305-325. 
Mohd Zakree Ahmad Nazri , Siti Mariyam Shamsuddin, Azuraliza Abu Bakar Dan Salwani Abdullah.  (2011).  A Hybrid Approach For Learning Concept Hierarchy From Malay Text Using Artificial Immune Network.  - Natural Computing : An International Journal. Volume 10, Issue 1 (2011), Page 275.  11047-010-9. 

Penerbitan SCOPUS/ERA

Nor Ashikin Mohamad Kamal, Azuraliza Abu Bakar, Suhaila Zainudin.  (2022).  Optimization Of Discrete Wavelet Transform Feature Representation And Hierarchical Classification Of G-protein Coupled Receptor Using Firefly Algorithm And Particle Swarm Optimization.  - Applied Sciences.  1-19. 
Normadiah Mahiddin, Zulaiha Ali Othman, Azuraliza Abu Bakar, Nur Arzuar Abdul Rahim.  (2022).  An Interrelated Decision-making Model For An Intelligent Decision Support System In Healthcare.  - Ieee Access.  31660-31676. 
Mohammed Alweshah, Saleh Alkhalaileh, Mohammed Azmi Al-betar, Azuraliza Abu Bakar.  (2022).  Coronavirus Herd Immunity Optimizer With Greedy Crossover For Feature Selection In Medical Diagnosis.  - Knowledge Based Systems.  1-19. 
Mariah Abdul Rahman, Nor Samsiah Sani, Rusnita Hamdan, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2021).  A Clustering Approach To Identify Multidimensional Poverty Indicators For The Bottom 40 Percent Group.  - Plos One.  1-25. 
Raja Azhan Syah Raja Wahab & Azuraliza Abu Bakar.  (2021).  Digital Economy Tax Compliance Model In Malaysia Using Machine Learning Approach.  - Sains Malaysiana.  2059-2077. 
Izhar Che Zainol Rashid, Azuraliza Abu Bakar, Hazura Mohamed, Suhaila Zainudin.  (2021).  Fuzzy C-means Clustering For Rainfall Signature Detection And Towards Understanding Weather Patterns.  - International Journal Of Global Warming.  162-180. 
Mustafa Tareq, Elankovan A Sundararajan, Aaron Harwood, Azuraliza Abu Bakar.  (2021).  A Systematic Review Of Density Grid-based Clustering For Data Streams.  - Ieee Access.  579-596. 
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Azuraliza Abu Bakar, Rusnita Hamdan, Nor Samsiah Sani.  (2020).  Ensemble Learning For Multidimensional Poverty Classification.  - Sains Malaysiana.  447-459. 
Wirawati Dewi Ahmad, Azuraliza Abu Bakar.  (2020).  Ensemble Machine Learning Model For Higher Learning Scholarship Award Decisions.  - International Journal Of Advanced Computer Science And Applications.  303-312. 
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Mohammad Darwich.  (2020).  Beyond Sentiment Classification: A Novel Approach For Utilizing Social Media Data For Business Intelligence.  - International Journal Of Advanced Computer Science And Applications.  437-441. 
Mohammed H. Afif, Abdullah Saeed Ghareb, Abdulgbar Saifc, Azuraliza Abu Bakar, Omer Bazighifane.  (2020).  Genetic Algorithm Rule Based Categorization Method For Textual Data Mining.  - Decision Science Letters.  37-50. 
Maryam Mousavi, Hassan Khotanlou, Azuraliza Abu Bakar, Mohammadmahdi Vakilian.  (2020).  Varying Density Method For Data Stream Clustering.  - Applied Soft Computing.  1-14. 
Herman Yuliansyah, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2020).  Taxonomy Of Link Prediction For Social Network Analysis: A Review.  - Ieee Access.  83470-83487. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Nor Samsiah Sani, Jamaludin Sallim.  (2020).  Household Overspending Model Amongst B40, M40 And T20 Using Classification Algorithm.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  392-399. 
Idheba Mohamad Ali Omer Swesi, Azuraliza Abu Bakar.  (2019).  Feature Clustering For Pso-based Feature Construction On High-dimensional Data.  - Journal Of Information And Communication Technology.  439-472. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 
Mohammed Hasan Aldulaimi, Suhaila Zainudin, Azuraliza Abu Bakar.  (2018).  An Improved Method To Enhance Protein Structural Class Prediction Using Their Secondary Structure Sequences And Genetic Algorithm.  - International Journal Of Bioinformatics Research And Applications. 
Ghassan Saleh Al-dharhani, Zulaiha Ali Othman And Azuraliza Abu Bakar, Sharifah Mastura Syed Abdullah.  (2018).  Discovering Meaningful Patterns For Tropical Climate Change In Malaysia.  - International Journal Of Global Warming. 
Amin Mahmoudi, Mohd Ridzzwan Yaakub, Azuraliza Abu Bakar.  (2018).  A New Method To Discretize Time To Identify The Milestones Of Online Social Networks.  - Social Network Analysis And Mining.. 
Shakirah Mohd Taib,zahiah Akhma, Mohd Zabidi,izzatdin Abdul Aziz, Farahida Hanim Mousor, Azuraliza Abu Bakar, Ainul Akmar Mokhtar.  (2018).  Discovery Of Corrosion Patterns Using Symbolic Time Series Representation And N-gram Model.  - International Journal Of Advanced Computer Science And Applications. 
Zulaiha Ali Othman, Noraini Ismail, Azuraliza Abu Bakar, Mohd Talib Latif, Sharifah Mastura Syed Abdullah.  (2018).  Rules Discovery Of High Ozone In Klang Areas Using Data Mining Approach.  - International Journal On Advanced Science, Engineering And Information Technology. 
Nor Ashikin Mohamad Kamal, Azuraliza Abu Bakar & Suhaila Zainudin.  (2018).  Classification Of Human Membrane Protein Types Using Optimal Local Discriminant Bases Feature Extraction Method.  - Journal Of Theoretical And Applied Information Technology.  767-771. 
Hani A.k. Ihlayyel, Nurfahdlina Mohd Sharef, Mohd Zakree Ahmad Nazri And Azuraliza Abu Bakar.  (2018).  An Enhanced Feature Representation Based On Linear Regression Model For Stock Market Prediction.  - Intelligent Data Analysis.  45-76. 
Nor Samsiah Sani , Mariah Abdul Rahman , Azuraliza Abu Bakar , Shahnorbanun Sahran , Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mohd Helmy Abdul Wahab.  (2018).  An Improved Artificial Dendrite Cell Algorithm For Abnormal Signal Detection.  - Journal Of Information And Communication Technology.  33-54. 
Nor Samsiah Sani, Mariah Abdul Rahman, Azuraliza Abu Bakar, Shahnorbanun Sahran, Hafiz Mohd Sarim.  (2018).  Machine Learning Approach For Bottom 40 Percent Households (b40) Poverty Classification.  - International Journal On Advanced Science, Engineering And Information Technology. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub,nurhafizah Moziyana Mohd Yusop1.  (2017).  Statistical Validation Of Aco-knn Algorithm For Sentiment Analysis.  - Journal Of Telecommunication, Electronic And Computer Engineering.  165-170. 
Idheba Mohamad Swesi, Azuraliza Abu Bakar.  (2017).  An Enhanced Binary Particle Swarm Optimization (ebpso) Algorithm Based A V-shaped Transfer Function For Feature Selection In High Dimensional Data.  - International Journal Of Advances In Soft Computing And Its Applications.  217-238. 
Siti Nur Afiqah Mohd Arif, Mohd Farhan Mohd Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah.  (2017).  Change Point Analysis: A Statistical Approach To Detect Potential Abrupt Change.  - Jurnal Teknologi.  147-157. 
Husam I.s. Abuhamad, Azuraliza Abu Bakar, Suhaila Zainudin, Mazrura Sahani, Zainudin Mohd Ali.  (2017).  Feature Selection Algorithms For Malaysian Dengue Outbreak Detection Model.  - Sains Malaysiana.  255-265. 
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Mohd Helmy Abd Wahab.  (2017).  Validation On An Enhanced Dendrite Cell Algorithm Using Statistical Analysis.  - International Journal On Advanced Science, Engineering And Information Technology..  482-488. 
Mohammed Hasan Aldulaimi, Suhaila Zainudin, Azuraliza Abu Bakar.  (2016).  An Improved Method For Predicting Protein Structure Classes By Incorporating Hydropathic And Secondary Based On Feature Selection Technique).  - Journal Of Engineering And Applied Sciences.  430-435. 
A.l.sayeth Saabith, Elankovan Sundararajan, And Azuraliza Abu Bakar.  (2016).  Parallel Implementation Of Apriori Algorithms On The Hadoop-mapreduce Platform-an Evaluation Of Literature.  - Journal Of Theoretical And Applied Information Technology.  321-351. 
Mohamad Farhan Mohamad Mohsin ; Abdul Razak Hamdan ; Azuraliza Abu Bakar.  (2016).  An Upper And Lower Cusum For Signal Normalization In The Dendritic Cell Algorithm.  - Evolutionary Intelligence.  33-51. 
Alshareef A., Bakar A.a., Hamdan A.r., Abdullah S.m.s., Jaafar O..  (2016).  Sequential Pattern Discovery For Weather Prediction Problem.  - Studies In Computational Intelligence.  223-240. 
Suhaila Zainudin, Dalia Sami Jasim, Azuraliza Abu Bakar.  (2016).  Comparative Analysis Of Data Mining Techniques For Malaysian Rainfall Prediction.  - International Journal On Advanced Science, Engineering And Information Technology.  1148-1153. 
Abdullah Saeed Ghareb, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2016).  Hybrid Feature Selection Based On Enhanced Genetic Algorithm For Text Categorization.  - Expert Systems With Applications.  31-47. 
Siti Rohaidah Ahmad, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Yybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - International Journal On Advanced Science, Engineering And Information Technology (ijaseit).  1120-1126. 
Maryam Mousavi, Azuraliza Abu Bakar, Mohammadmahdi Vakilian.  (2015).  Data Stream Clustering Algorithms: A Review.  - International Journal Of Advances In Soft Computing And Its Applications.  1-15. 
Maryam Mousavi, Azuraliza Abu Bakar.  (2015).  Improved Density Based Algorithm For Data Stream Clustering.  - Jurnal Teknologi.  73-77. 
Fatemeh Boobord, Zalinda Othman, And Azuraliza Abu Bakar.  (2015).  Pcawk : A Hybridized Clustering Algorithm Based On Pca And Wk-means For Large Size Of Dataset.  - International Journal Of Advances In Soft Computing And Its Applications.  31-41. 
Fatemeh Boobord, Zalinda Othman, And Azuraliza Abu Bakar.  (2015).  A Wk-means Approach For Clustering.  - International Arab Journal Of Information Technology.  489-493. 
A. M. Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Othman Jaafar.  (2015).  Sequential Pattern Discovery Algorithm For Malaysia Rainfall Prediction.  - Acta Physica Polonica A.  324-326. 
Shakirah Mohd Taib, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah.  (2015).  Classifying Weather Time Series Using Feature Based Approach.  - International Journal Of Advances In Soft Computing And Its Applications.  56-71. 
Yahyia Benyahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah.  (2015).  A Time-weighted Average-based Paa Representation For Time Series Symbolization.  - International Journal Of Advance Soft Computing And Applications.  1-15. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2015).  Detection And Polarization Of Political Sentiments On Twitter.  - International Journal Of Applied Engineering Research.  41794-41799. 
Yahyia Benyahmed, Azuraliza Abu Bakar, Abdul Razakhamdan.  (2015).  Adaptive Piecewise Approximation Based On Weighted Average Approach For Symbolic Time Series Representation.  - International Review On Computers And Software (i.re.co.s.).  862-874. 
Yahyia Benyahmed,azuraliza Abu Bakar,abdul Razak Hamdan,almahdi Ahmed, Sharifah Mastura Syed Abdullah.  (2015).  Adaptive Sliding Window Algorithm For Weather Data Segmentation.  - Journal Of Theoretical And Applied Information Technology.  322-333. 
Siti Sakira Kamaruddin, Azuraliza Abu Bakab, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman And Ghassan Saleh Hussein.  (2015).  A Text Mining System For Deviation Detection In Financial Documents.  - Intelligent Data Analysis.  19-44. 
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar And Zulaiha Ali Othman.  (2015).  Optimization Overlap Clustering Based On The Hybrid Rough Discernibility Concept And Rough K-means.  - Intelligent Data Analysis.  795-823. 
Abdullah S. Ghareb; Abdul Razak Hamdan; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub.  (2015).  Hybrid Statistical Rule-based Classifier For Arabic Text Mining.  - Journal Of Theoretical And Applied Information Technology.  194-204. 
Misinem; Azuraliza Abu Bakar; Abdul Razak Hamdan; Faizah Shaari.  (2014).  Attribute Value Pairs Based On Discernibility Matrix For Outliers Detection.  - Journal Of Theoretical And Applied Information Technology.  623-633. 
Anis Suhailis Abdul Kadir; Azuraliza Abu Bakar; Abdul Razak Hamdan.  (2014).  Enhancing Classification Accuracy With Frequent Positive And Negative Rules.  - Journal Of Theoretical And Applied Information Technology.  699-713. 
S. N. H. S. Abdullah, R. A. M. Yusoff, N. F. A. Zainal, S. Abdullah, A. A Bakar, K. Omar.  (2014).  Paddy Abnormality Vision Recognition Tool Based On Multi-layered Mamdani Fuzzy Modeling.  - Applied Engineering In Agriculture.  30(2): 325-334. 
Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar , Abdul Razak Hamdan.  (2014).  Outbreak Detection Model Based On Danger Theory.  - Applied Soft Computing.  612-622. 
Abdullah S. Ghareb, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2014).  Integrating Noun-based Feature Ranking And Selection Methods With Arabic Text Associative Classification Approach.  - Arabian Journal For Science And Engineering.  7807-7822. 
Ghassan Saleh Al-dharhani, Zulaiha Ali Othman And Azuraliza Abu Bakar.  (2014).  A Graph-based Ant Colony Optimization For Association Rule Mining.  - Arabian Journal For Science And Engineering.  39 (6): 4651-4665. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Afaf Muftah Adabashi And Zurina Muda.  (2014).  A Similarity Normal Clustering Labelling Algorithm For Clustering Network Intrusion Detection.  - Journal Of Applied Sciences.  14(10):969-980. 
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2014).  Integration Of The Dendritic Cell Algorithm With K-means Clustering.  - International Journal Of Advances In Soft Computing And Applications.  61-77. 
Ahmed Mohammed Abbas, Azuraliza Abu Bakar, Mohd Zakree Ahmad.  (2014).  Fast Dynamic Clustering Soap Messages Based Compression And Aggregation Model For Enhanced Performance Of Web Services.  - Journal Of Network And Computer Applications.  41:80-88. 
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2014).  Frequent Positive And Negative (fpn) Itemset Approach For Outlier Detection.  - Intelligent Data Analysis.  1049-1065. 
Vahid Beiranvand,mohamad Mobasher Kashani, Azuraliza Abu Bakar.  (2014).  Multi-objective Pso Algorithm For Mining Numerical Association Rules Without A Priori Discretization.  - Expert System With Applications.  41:4259-4273. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Roliana Ibrahim, Nurul Ain Mohamed Hassim.  (2013).  Rough Outlier Method For Network Intrusion Detection.  - International Journal Of Information Processing And Management.  4(7):39-50. 
Nabilah Filzah Mohd. Radzuan, Zalinda Othman, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2013).  Representing Data Without Lost Compression Properties In Time Series: A Review.  - World Academy Of Science, Engineering And Technology.  84:2000-2003. 
Azuraliza Abu Bakar, Zulaiha Ali Othman, Mohd Zakree Ahmad Nazri, Abdul Razak Hamdan, Hafiz Mohd Sarim, Khairatul Alyani Badari, Farah Natasyah Abdul Hanan.  (2013).  Classification Of Halal Status For Food Product Using Data Mining Approach.  - Advances In Information Sciences And Service Sciences.  5(15):42-59. 
M.r.f. Nabilah, P. Andi, O. Zalinda, A.b. Azuraliza.  (2013).  Comparative Study - Three Artificial Intelligence Techniques For Rain Domain In Precipitation Forecast.  - World Academy Of Science, Engineering And Technology.  666-671. 
Maryam Mousavi, Azuraliza Abu Bakar, Suhaila Zainudin, Zalizah Awang Long, Mazrura Sahani, Mohammadmahdi Valikian.  (2013).  Negative Selection Algorithm For Dengue Outbreak Detection.  - Turkish Journal Of Electrical Engineering And Computer Sciences.  21:2345-2356. 
Noor Diana Ahmad Tarmizi, Farha Jamaluddin, Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan.  (2013).  Malaysia Dengue Outbreak Detection Using Data Mining Models.  - Journal Of Next Generation Information Technology.  4(6):96-107. 
Mohd Zakree Ahmad Nazri, Nor Emizan Abdul Majid, Azuraliza Abu Bakar And Hafiz Mohd Sarim.  (2012).  Network Intrusion Prediction Using Associative Classification Method.  - Asian Journal Of Information Technology.  11(5):153-159. 
M. Faiza Abdulsalam, Azuraliza Abu Bakar.  (2012).  A Cluster-based Deviation Detection Task Using The Artificial Bee Colony (abc) Algorithm.  - International Journal Of Soft Computing.  7(2):71-78. 
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mohd Nor.  (2012).  Deviation Detection In Text Using Conceptual Graph Interchange Format And Error Tolerance Dissimilarity Function.  - Intelligent Data Analysis.  16:487-511. 
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti Azura Mohamed Hussein.  (2012).  An Intelligent Data Pre-processing Of Complex Datasets.  - Intelligent Data Analysis.  16:305-325. 
Othman, Z., Bakar, A.a., Abdullah, S., Zakree, M., Nazri, A., Sengalang, N.a..  (2012).  Dynamic Tabu Search For Dimensionality Reduction In Rough Set.  - Wseas Transactions On Computers.  11(4):89-100. 
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud.  (2012).  Rp3ca: An Expert System Applied In Stormwater Management Plan For Construction Sites In Malaysia.  - Expert Systems With Applications.  39(3):3692-3701. 
Mohd Zakree Ahmad Nazri , Siti Mariyam Shamsuddin, Azuraliza Abu Bakar Dan Salwani Abdullah.  (2011).  A Hybrid Approach For Learning Concept Hierarchy From Malay Text Using Artificial Immune Network.  - Natural Computing : An International Journal. Volume 10, Issue 1 (2011), Page 275.  11047-010-9. 
A.a. Bakar, Z.a. Othman, A.r. Hamdan, R.yusof, R. Ismail.  (2011).  An Agent Model For Rough Classifiers.  - Applied Soft Computing.  11:2239-2245. 
Shaari F., Bakar A.a., Hamdan A.r..  (2009).  Outlier Detection Based On Rough Sets Theory.  - Intelligent Data Analysis.  13(2):191-206. 
Ooshaksaraie L., Basri N.e.a., Bakar A.a., Maulud K.n.a..  (2009).  Erosion And Sediment Control Plans To Minimize Impacts Of Housing Construction Activities On Water Resources In Malaysia.  - European Journal Of Scientific Research.  33(3):461-470. 
Ooshaksaraie L., Basri N.e.a., Bakar A.a., Maulud K.n.a..  (2009).  An Expert System Prototype For Minimizing Soil Erosion On Construction Site In Malaysia.  - European Journal Of Scientific Research.  33(3):454-460. 
F. Shaari, A. A. Bakar & A. R. Hamdan.  (2008).  Fast Outlier Detection Using Rough Sets Theory.  - Wit Transaction On Information And Communication Technologies.  40:25-34. 
Yun-huoy Choo, Azuraliza Abu Bakar And Abdul Razak Hamdan.  (2008).  The Fitness-rough: A New Attribute Reduction Method Based On Statistical And Rough Set Theory.  - Intelligent Data Analysis.  12(1):73-87. 

Prosiding Terindeks

Rusnita Isnin@hamdan, Azuraliza Abu Bakar, Nur Samsiah Sani.  (2020).  Does Artificial Intelligence Prevail In Poverty Measurement?.  - Journal Of Physics: Conference Series.  1-13. 
Mohamad Farhan Mohamad Mohsein, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2015).  An Evaluation Of Feature Selection Technique For Dendrite Cell Algorithm.  - 4th 2014 International Conference On It Convergence And Security, Icitcs 2014; Beijing; China; 28 October 2014 Through 30 October 2014. 
Shahrul Azman Noah, Azizi Abdullah, Haslina Arshad, Azuraliza Abu Bakar, Zulaiha Ali Othman, Shahnorbanum Sahran, Nazlia Omar, Zalinda Othman.  (2013).  Soft Computing Applications And Intelligent Systems : Communications In Computer And Information Science (ccis).  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Nabilah Filzah Mohd Radzuan, Zalinda Othman, Azuraliza Abu Bakar.  (2013).  Uncertain Time Series In Weather Prediction.  - Procedia Technology - The 4th International Conference On Electrical Engineering And Informatics (iceei 2013).  558-565. 
Ting Ah Choo; Bakar, Aa; Talebi, Ab.; Sundararajan, E.; Rahmany, M..  (2013).  Classification Modeling On Distributed Environment.  - 2013 Ieee Conference On Open Systems (icos), Kuching Sarawak..  209-214. 
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, And Abdul Razak Hamdan.  (2013).  Frequent Positive And Negative Itemsets Approach For Network Intrusion Detection.  - Communications In Computer And Information Science (ccis) - Soft Computing Applications And Intelligent Systems : 2nd International Multi-conference On Artificial Intelligence Technology (m-cait 2013). 
Almahdi Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah & Othman Jaafar.  (2012).  Discovering Frequent Serial Episodes In Symbolic Sequences For Rainfall Dataset.  - 2012 4th Conference On Data Mining And Optimization, Dmo 2012;langkawi. 
Ghareb, A.s., Hamdan, A.r., Bakar, A.a..  (2012).  Text Associative Classification Approach For Mining Arabic Data Set.  - 2012 4th Conference On Data Mining And Optimization, Dmo 2012;langkawi. 
Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar, Anis Suhailis Abdul Kadir.  (2012).  Mining Positive And Negative Association Rules From Interesting Frequent And Infrequent Itemsets.  - 9th International Conference On Fuzzy Systems And Knowledge Discovery (fskd`12).. 
Yazan Alaya Jameel Al-khassawneh, Azuraliza Abu Bakar, Suhaila Zainudin..  (2012).  Triangle Counting Approach For Graph Based Association Rules Mining..  - 9th International Conference On Fuzzy Systems And Knowledge Discovery (fskd`12).. 
Mohammed Ahmed, A., Bakar, A.a., Hamdan, A.r..  (2011).  Harmony Search Algorithm For Optimal Word Size In Symbolic Time Series Representation.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Long, Z.a., Bakar, A.a., Hamdan, A.r..  (2011).  Frequent Pattern Using Multiple Attribute Value For Itemset Generation.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Bakar, A.a., Kefli, Z., Abdullah, S., Sahani, M..  (2011).  Predictive Models For Dengue Outbreak Using Multiple Rulebase Classifiers.  - 2011 International Conference On Electrical Engineering And Informatics, Iceei 2011; Bandung. 
Azuraliza Abu Bakar, Nurfathehah Idris, Abdul Razak Hamdan, Zalinda Othman, Mohd Zakree Ahmad Nazari, Suhaila Zainudin.  (2011).  Classification Models For Outbreak Detection In Oil And Gas Pollution Area..  - International Conference On Electrical Engineering And Informatics (iceei), 2011 Bandung. 
Othman, Z.a., Hamdan, A.r., Abu Bakar, A., Zainudin, S., Sarim, H.m., Nazri, M.z.a., Othman, Z., (...), Abdul Ghani, A.t..  (2011).  Mynda - An Intelligent Data Mining Application Generator.  - 2nd International Visual Informatics Conference, Ivic 2011; Selangor (lecture Notes In Computer Science). 
Wael Ahmad Alzoubi, Khairuddin Omar, Azuraliza Abu Bakar.  (2011).  An Efficient Mining Of Transactional Data Using Graph-based Technique.  - 2011 3rd Conference On Data Mining And Optimization, Dmo 2011; Putrajaya. 
Khadija Al-aidarous, Azuraliza Abu Bakar, Zalinda Othman.  (2010).  Data Classification Using Rough Sets And Naieve Bayes.  - Lecture Notes In Artificial Intelligence (rskt 2010), Springer. 
Azuraliza Abu Bakar, Almahdi Mohammed Ahmed,
and Abdul Razak Hamdan.  (2010).  Discretization Of Time Series Dataset Using Relative Frequency And K-nearest Neighbor.  - 6th International Conference On Advanced Data Mining And Applications, Adma 2010; Chongqing (lecture Notes In Computer Science). 
Syariyah Ali, Ahmad Mahir, Azuraliza Abu Bakar, Nur Riza Suradi.  (2010).  Developing Treatment Plan Support In Outpatient Health Care Delivery With Decision Trees Technique [dalam:lecture Notes In Artificial Intelligence (adma 2010)].  - 6th International Conference On Advanced Data Mining And Applications, Adma 2010; Chongqing; 19 November 2010 Through 21 November 2010. 
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar ,and Khairul Nizam Abdul Maulud.  (2010).  Knowledge-based And Intelligent Information And Engineering Systems, Lecture Notes In Computer Science.  -
Zalizah Awang Long, Azuraliza Abu Bakar, Abdul Razak Hamdan, And Mazrura Sahani.  (2010).  Multiple Attribute Frequent Mining-based For Dengue Outbreak.  - 6th International Conference On Advanced Data Mining And Applications, Adma 2010; Chongqing (lecture Notes In Computer Science). 
Khadija Mohammad Al-aidaroos, Azuraliza Abu Bakar And Zalinda Othman.  (2010).  Naïve Bayes Variants In Classification Learning.  - International Conference On Information Retrieval & Knowledge Management (camp) 2010. 
Djoko Burdiayato, Azuraliza Abu Bakar, Zulaiha Ali Othman.  (2010).  An Improved Rough Clustering Using Discernibility Based Initial Seed Computation.  - Lecture Notes In Artificial Intelligence (adma 2010). 
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar:.  (2010).  Clonal Selection Algorithm For Learning Concept Hierarchy From Malay Text.  - Lecture Notes In Artificial Intelligence (rskt 6401) Springer. 
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan.  (2010).  Improved Sax Time Series Data Representation Based On Relative.  - 2010 10th International Conference On Intelligent Systems Design And Applications, Caoro, Egypt. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Intesar Etubal.  (2010).  Improving Signature Detection Classification Model Using Features Selection Based.  - 2010 10th International Conference On Intelligent Systems Design And Applications. 
Misinem, Azuraliza Abu Bakar, Abdul Razak Hamdan
and Mohd Zakree Ahmad Nazri.  (2010).  A Rough Set Outlier Detection Based On Particle Swarm Optimization.  - 2010 10th International Conference On Intelligent Systems Design And Applications. 
Ruhaizan Ismail, Zalinda Othman And Azuraliza Abu Bakar.  (2010).  Associative Prediction Model And Clustering For Product Forecast Data.  - 2010 10th International Conference On Intelligent Systems Design And Applications. 
Azuraliza Abu Bakar, Salwani Abdullah, Faizah Patahol Rahman, Abdul Razak Hamdan.  (2010).  Ant Colony Reduction With Modified Rules Generation For Rough Classification Model.  - 10th International Conference On Intelligent Systems Design And Applications (isda), 2010. 
Azuraliza Abu Bakar, Zalinda Othman, Mohd Saiful Nizam Md Yusoff & Ruhaizan Ismail.  (2010).  Development Of Knowledge Model For Insurance Product Decision Using The Associative Classification Approach.  - 2010 10th International Conference On Intelligent Systems Design And Applications. 
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti Azura Mohd Hussain.  (2010).  Integrating Rough Set Theory And Particle Swarm Optimisation In Feature Selection.  - 2010 10th International Conference On Intelligent Systems Design And Applications, Cairo, Egypt. 
Zulaiha Ali Othman, Helmi Md Rais, Abdul Razak Hamdan.  (2009).  Improvement Dacs3 Searching Performance Using Local Search.  - International Seminar On Data Mining And Optimisation (dmo 09). Bangi (ieee Explore). 
Nur Shazila Mohamed, Zulaiha Ali Othman, Azuraliza Abu Bakar.  (2009).  A Classification Of Of "gracilaria Changii" Protein Sequences Using Back-propagation Classifier.  - International Seminar On Data Mining And Optimisation (dmo 09).. 
Azuraliza Abu Bakar, Zulaiha Ali Othman..  (2009).  Building A New Taxanomy For Data Discretization Techniques.  - 2nd Conference On Data Mining And Optimization, 2009. Dmo `09.. 
Alzoubi W.a., Bakar A.a., Omar K..  (2009).  Scalable And Efficient Method For Mining Association Rules.  - Proceedings Of The 2009 International Conference On Electrical Engineering And Informatics, Iceei 2009. 
Abdul Razak Hamdan, Azuraliza Abu Bakar, Barry Mccollum, Fazel Famili, Salwani Abdullah, Zalinda Othman, Hafiz Mohd Sarim.  (2009).  Proceedings Of The 2009 2nd Conference On Data Mining And Optimization.  - 2009 2nd Conference On Data Mining And Optimization, Bangi, Malaysia. 
Halimah Badioze Zaman , Azlina Ahmad , T.mohd T.sembok , Sufian Idris , Shahrul Azman M.n., Azuraliza A.b, Choo W.o,salwani Abdullah , Sanep A. , Hailani M.t, Zaher M.z., Azizah Jafar ,noor Faezah M..  (2009).  Multi-tiered S-soa, Parameter-driven New Islamic Syariah Products Of Holistic Islamic Banking System (hicore) : Virtual Banking Environment.  - Lecture Notes Of Computer Science (lncs). 
Bakar A.a., Othman Z., Ismail R., Abdullah R.m..  (2009).  Managing The Air Cargo Offload Problems Using Rough Set Theory.  - Proceedings Of The 2009 International Conference On Electrical Engineering And Informatics, Iceei 2009. 
Ahmed A.m., Bakar A.a., Hamdan A.r..  (2009).  Dynamic Data Discretization Technique Based On Frequency And K-nearest Neighbour Algorithm.  - 2009 2nd Conference On Data Mining And Optimization, Dmo. 
Kamaruddin S.s., Hamdan A.r., Bakar A.a., Nor F.m..  (2009).  Dissimilarity Algorithm On Conceptual Graphs To Mine Text Outliers.  - 2nd Conference On Data Mining And Optimization, Dmo. 
Long Z.a., Hamdan A.r., Bakar A.a..  (2009).  Parameter Setting Procedure Via Quick Parameter Evaluation In Frequent Pattern Mining For Outbreak Detection.  - 2nd Conference On Data Mining And Optimization, Dmo. 
Yun-huoy Choo, Azuraliza Abu Bakar, And Abdul Razak Hamdan.  (2008).  A Rough-apriori Technique In Mining Linguistic Association Rules.  - Lecture Notes In Artificial Intelligence. 

Buku Penyelidikan

Azuraliza Abu Bakar, Ruzy Suliza Hashim, Jamaluddin Aziz, Mohd Helmie Langmeri & Shahrum Yusof.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 28. 
Raja Azhan Syah Raja Wahab & Azuraliza Abu Bakar.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 29. 
Azuraliza Abu Bakar, Zalinda Othman, Suhaila Zainudin.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 251. 
Maryam Mousavi, Azuraliza Abu Bakar.  (2021).  Online-offline Varying Density Method For Data Stream Clustering.  - 127. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 
Idheba Mohamed Ali O. Swesi, Azuraliza Abu Bakar.  (2020).  Intelligent Information And Database Systems: Recent Developments.  - 14. 
Abdul Razak Hamdan, Azuraliza Abu Bakar & Mohd Zakree Ahmad Nazri.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 290. 
Abdul Razak Hamdan, Mohd Zakree Ahmad Nazri & Azuraliza Abu Bakar.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 25. 
Azuraliza Abu Bakar & Nor Samsiah Sani.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 22. 
Almahdi Alshareef, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah & Othman Jaafar.  (2016).  Emerging Trends And Advanced Technologies For Computational Intelligence.  - 18. 
Shuzlina Abdul-rahman, Azuraliza Abu Bakar & Zeti Azura Mohamed-hussein.  (2015).  Communications In Computer And Information Science.  - 3-15. 
Noorashikin Mustafa, Noor Faridatul Ainun Zainal, Siti Norul Huda Sheikh Abdullah, Azuraliza Abu Bakar, Salwani Abdullah.  (2013).  Pengecaman Pola Teori & Aplikasi.  - 267-279 (11). 
B.z.halimah, A.azlina, T.m.sembok, I.sufian, Shahrul Azman M.n.,a.b.azuraliza,a.o.zulaiha,o.nazlia, A.salwani, A.sanep,m.t.hailani, M.z.zaher, J.azizah,m.y.nor Faezah,w.o.choo, Chew Abdullah And B. So.  (2009).  Visual Informatics: Bridging Research And Practice.  - 288-301. 
Siti Sakira Kamarudin, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2009).  Lecture Notes In Artificial Intelligence.  - 579-586. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Zalinda Othman, Suzanna Rosli.  (2009).  Lecture Notes In Artificial Intelligence.  - 87-93. 

Bab Dalam Buku

Azuraliza Abu Bakar, Zalinda Othman, Suhaila Zainuddin.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 6. 
Raja Azhan Syah Raja Wahab & Azuraliza Abu Bakar.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 29. 
Azuraliza Abu Bakar, Ruzy Suliza Hashim, Jamaluddin Aziz, Mohd Helmie Langmeri & Shahrum Yusof.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 28. 
Idheba Mohamed Ali O. Swesi, Azuraliza Abu Bakar.  (2020).  Intelligent Information And Database Systems: Recent Developments.  - 14. 
Azuraliza Abu Bakar & Nor Samsiah Sani.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 22. 
Abdul Razak Hamdan, Mohd Zakree Ahmad Nazri & Azuraliza Abu Bakar.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 25. 
Azuraliza Abu Bakar & Zulaiha Ali Othman.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 5. 
Almahdi Alshareef, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah & Othman Jaafar.  (2016).  Emerging Trends And Advanced Technologies For Computational Intelligence.  - 18. 
Shuzlina Abdul-rahman, Azuraliza Abu Bakar & Zeti Azura Mohamed-hussein.  (2015).  Communications In Computer And Information Science.  - 3-15. 
Noorashikin Mustafa, Noor Faridatul Ainun Zainal, Siti Norul Huda Sheikh Abdullah, Azuraliza Abu Bakar, Salwani Abdullah.  (2013).  Pengecaman Pola Teori & Aplikasi.  - 267-279 (11). 
B.z.halimah, A.azlina, T.m.sembok, I.sufian, Shahrul Azman M.n.,a.b.azuraliza,a.o.zulaiha,o.nazlia, A.salwani, A.sanep,m.t.hailani, M.z.zaher, J.azizah,m.y.nor Faezah,w.o.choo, Chew Abdullah And B. So.  (2009).  Visual Informatics: Bridging Research And Practice.  - 288-301. 
Zulaiha Ali Othman, Azuraliza Abu Bakar, Zalinda Othman, Suzanna Rosli.  (2009).  Lecture Notes In Artificial Intelligence.  - 87-93. 
Siti Sakira Kamarudin, Abdul Razak Hamdan, Azuraliza Abu Bakar.  (2009).  Lecture Notes In Artificial Intelligence.  - 579-586. 
Mazidah Puteh, Abdul Razak Hamdan, Khairuddin Omar, & Azuraliza Abu Bakar.  (2008).  Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics).  - 232-241. 

Penulisan Dalam Bahasa Melayu

Azuraliza Abu Bakar, Zalinda Othman, Suhaila Zainudin.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 251. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 
Maryam Mousavi, Azuraliza Abu Bakar.  (2021).  Online-offline Varying Density Method For Data Stream Clustering.  - 127. 
Abdul Razak Hamdan, Azuraliza Abu Bakar & Mohd Zakree Ahmad Nazri.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 290. 
A.a. Bakar , M.n. Sulaiman , M. Othman & M.h. Selamat.  (2003).  A Propositional Satisfiability Approach In Mining Compact Rules.  - 197-204. 

Penerbitan Lain-lain

Nazlia Binti Omar;azuraliza Binti Abu Bakar;lailatul Qadri Binti Zakaria;sabrina Binti Tiun.  (2022).  Malay Language Sentiment Lexicon Generation Using A Hybrid Of Dictionary And Corpus Based Approach.  -
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar.  (2022).  Eksplorasi Sains Data.  -
Lilia Bt. Halim;nor Aishah Binti Buang;kamisah Bt. Osman;azmin Sham Binti Rambely;mohd. Zaidi Bin Omar;salwani Binti Abdullah;azuraliza Binti Abu Bakar.  (2021).  The Effectiveness Of Blended Stem Mentoring Program.  -
Nor Azlan Bin Nor Muhammad;zeti Azura Binti Mohamed Hussein;azuraliza Binti Abu Bakar;nor Samsiah Binti Sani;nurul Syakima Binti Ab Mutalib;ang Mia Yang.  (2021).  Developing A Deep Learning Method For Integrating And Identifying Signatures In Multi-omics Data For Ovarian Serous Cystadenocarcinoma.  -
Mohd. Zaidi Bin Omar;lilia Bt. Halim;azmin Sham Binti Rambely;azuraliza Binti Abu Bakar;azami Bin Zaharim;rosdiadee Bin Nordin;mohamad Sattar Bin Rasul.  (2021).  Pengaruh Pencapaian Akademik Dalam Subjek Stem Terhadap Kebolehgajian Graduan Teknologis.  -
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar;azrulhizam Bin Shapi`i;norefrina Shafinaz Binti Md Nor;noh Bin Amit;haryanti Binti Mohd Affandi;tengku Elmi Azlina Binti Tengku Muda.  (2020).  Persepsi Guru Terhadap Penggunaan Ict Bagi Kelas Pra Sekolah.  -
Nor Samsiah Binti Sani;zulaiha Binti Ali Othman;azuraliza Binti Abu Bakar.  (2020).  Enhancement Of Substructual Analysis (ssa) Method Using Deep Learning Approach.  -
Lilia Halim, Nurazidawati Mohamad Arsad, Nor Aishah Buang, Kamisah Osman, Azmin Sham Rambely, Mohd Zaidi Omar, Salwani Abdullah, Azuraliza Abu Bakar.  (2020).  Intervensi Pembangunan Website Online Mentoring: Estementoring.  - 1-26. 
Lilia Bt. Halim, Nurazidawati Binti Mohamad Arsad, Nor Aishah Binti Buang, Kamisah Bt. Osman, Azmin Sham Binti Rambely, Mohd. Zaidi Bin Omar, Salwani Binti Abdullah, Azuraliza Binti Abu Bakar.  (2019).  Laporan Cabaran Perdana Pengukuhan Stem.  - 1-15. 
Abdul Razak Bin Hamdan;mohd Zakree Bin Ahmad Nazri;azuraliza Binti Abu Bakar.  (2018).  Danger Theory Based Algorithms For Abrupt Change Detection.  -
Suhaila Binti Zainudin;noraidah Bt. Sahari @ Ashaari;siti Fadzilah Binti Mat Noor;tengku Siti Meriam Binti Tengku Wook;masnizah Binti Mohd;mohd Ridzwan Bin Yaakub;hazura Binti Mohamed;azuraliza Binti Abu Bakar.  (2018).  Meramal Sentimen Umum Tehadap Ukm Menerusi Media Sosial.  -
Idheba Mohamad Ali O Swesi & Azuraliza Abu Bakar.  (2017).  Integration Of Feature Selection, Construction And Instance Selection For Large Scale Data Using Swarm Algorithms.  - Negative Associative Clas. 
Siti Rohaidah Ahmad , Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Hybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - The 3rd International Multi-conference On Artificial Intelligence Technology (m-cait 2016). 
Abdul Razak Hamdan, Azuraliza Abu Bakar, Zalinda Othman, Sharifah Mastura Syed Abdullah & Othman Jaafar.  (2016).  Nature Inspired Text Based Structure Modeling Approach For Signature Detection In Weather Prediction Problem.  - Pintar - Ukm Sustainabili. 
Shakir Mahmood Jasim, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2016).  Feature Selection Approach Based On Genetic Algorithm Using Opinion Mining Dataset.  - Negative Associative Clas. 
Mohammed Hasan Aldulaimi, Suhaila Zainudin, Azuraliza Abu Bakar.  (2016).  An Improved Method For Predicting Protein Structure Classes By Incorporating Hydropathical And Secondary Information Based On Feature Selection Technique.  - International Conference On Computer Science, Engineering And Technology (comscet 2016). 
Nur Syuhaidah Nor Azni, Azuraliza Abu Bakar, Norshamsiah Sani.  (2016).  Peramalan Lokasi Titik Panas Denggi Menggunakan Model Petua Sekutuan.  - Negative Associative Clas. 
Azuraliza Abu Bakar, Mohd Syazwan Baharuddin.  (2015).  Cait Bulletin Vol.1 Num.3.  - I4-bot Cait. 
Azuraliza Abu Bakar, Siti Nur Afiqah Mohd Arif, Nor Shila Bt Mohd Zakariya.  (2015).  Model Perlombongan Data Cuaca Di Malaysia.  - Negative Associative Clas. 
Mohd Syazwan Baharuddin, Abdullah Mohd. Zin, Muriati Mukhtar, Muhd Juzaiddin Abd Aziz,faridah Hussin, Shahnorbanun Sahran, Asmaul-husna Mohd Husaimi, Haslina Arshad, Rais Imam, Azuraliza Abu Et Al.....  (2015).  Laporan Tahunan Fakulti Teknologi Dan Sains Maklumat 2013-2014.  -
Almahdi Alshareef, Azuraliza Abu Bakar,abdul Razak Hamdan, Sharifah Mastura Syed Abdullah,othman Jaafar.  (2015).  Pattern Discovery Algorithm For Weather Prediction Problem.  - Science And Information Conference 2015. 
Siti Sakira Kamaruddin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman.  (2011).  Dfind : An Intelligent System For Financial Statement Deviation Detection.  - International Conference On Business Intelligence And Financial Engineering. Icbife 2011, Dec 12-13, 2011. Hong Kong. 
Shahriyah Ali, Ahmad Mahir Razali, Azuraliza Abu Bakar & Nur Riza Suradi.  (2010).  Penambahbaikan Kualiti Penyampaian Penjagaan Kesihatan Menerusi Sokongan Pelan Rawatan.  - Kolokium Siswazah Ke-10 : Penyelidikan Siswazah: Meneroka Perbatasan Ilmu. 
Er Ah Choy, Joy Jacqueline Pereira, Halimaton Saadiah Hashim, Mazrura Sahani, Hidayatul Fathi Othman, Norela Sulaiman, Saperi Sulong, Amrizal Muhammad Nur, Rozita Hod, Shamsul Azhar Shah, Mohd Talib.  (2010).  Perubahan Iklim Dan Kesihatan Awam: Impak Dan Intervensi.  - Pertandingan Poster Penyelidikan Dan Pameran Penerbitan Fssk 2010. 
Er Ah Choy, Joy Jacqueline Pereira, Halimaton Saadiah Hashim, Mazrura Sahani, Hidayatul Fathi Othman, Norela Sulaiman, Saperi Sulong, Amrizal Muhammad Nur, Rozita Hod, Shamsul Azhar Shah, Mohd Talib.  (2010).  Climate Change And Public Health: Impact And Intervention.  - Pertandingan Poster Penyelidikan Dan Pameran Penerbitan Fssk 2010. 
Mohd Haniff Osman, Ratnawati Ibrahim, Ishak Hashim, Liong Choong Yeun, Azuraliza Abu Bakar & Mohamed Hussein.  (2009).  A Neural Network Application In Predicting Dynamic Behavior Of Abiological System.  - Proceedings Of The Second International Conference On Mathematics: Trends And Development. 
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud.  (2009).  Development Of Expert System For Waste Management Onsite In Construction Industry.  - Proceedings Of 2nd International Conference On Health Safety Environment (issn 1735-5540). 
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Othman Jaafar, Khairul Nizam Abdul Maulud, Azuraliza Abu Bakar.  (2009).  An Expert System For Soil Stabilisation During Construction Activities.  - 4th International Conference On Recent Advances In Materials, Minerals & Environment And 2nd Asian Symposium On Materials & Processing. 
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Ruhaizan Ismail, Rozianiwati Yusof.  (2008).  Agen Pengelas Data Berasaskan Petua.  - Laporan Teknikal Disember 2008 (ftsm/disember 2008/lt01). 
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof Ruhaizan Ismail.  (2008).  Kaedah Pengiraan Pengurang Berasaskan Agen Untuk Pengelas Kasar.  - Laporan Teknikal (ftsm/disember 2008/lt02). 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

Sentiment-based Community Detection Method for Behavioural Learning In Online Social Network. , Ketua Projek , 01-11-2020 sehingga 30-04-2024 , Kebangsaan
Multimodal Deep Neural Networks (DNN) for Fake Property Listings Prediction based on Multi-source Data Fusion , Penyelidik Bersama , 01-10-2022 sehingga 30-09-2024 , Universiti
Emotion Intensity Classification Model for Facebook Diabetes Community , Penyelidik Bersama , 01-10-2022 sehingga 30-09-2024 , Universiti
An Ensemble Multimodal Decision Analytics Approach For Collaborative Pandemic Surveillance Model , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
A Multi-Swarm Particle Swarm Optimization Algorithm for Feature Selection in Drug Review based on Medical Sentiment Lexicon Analysis , Penyelidik Bersama , 01-09-2022 sehingga 31-08-2024 , Kebangsaan
An integrated word embeddings and semantic linguistic features approach for electronic medical record classification , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2023 , Kebangsaan
Model peramalan holistik prestasi pelajar melalui gabungan teknik statistik multipembolehubah dan pembelajaran mesin , Penyelidik Bersama , 15-12-2020 sehingga 14-06-2023 , Universiti
New Social Network Analysis Model for Community Detection in Improving Computational Process based on Louvain Method. , Penyelidik Bersama , 15-12-2020 sehingga 14-12-2022 , Antarabangsa
Developing B40 Women Entrepreneur Towards Digital Economy , Penyelidik Bersama , 01-12-2020 sehingga 30-11-2023 , Kebangsaan

Tamat

PENULISAN BUKU KAJIAN SAINS DATA DALAM ANALITIK KESEJAHTERAAN RAKYAT , Ketua Projek , 17-08-2020 sehingga 16-02-2021 , Universiti
Ensemble Machine Learning Approach for Multidimensional Poverty Classification , Ketua Projek , 01-02-2018 sehingga 31-10-2020 , Universiti
Combining Feature Construction, Feature and Instance Selection, to improve Large Scale Classification , Ketua Projek , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Program Pembangunan Penyelidik FTSM Bagi Melonjak Penerbitan , Ketua Projek , 15-06-2015 sehingga 30-09-2016 , Universiti
Pembangunan Program Lonjakan Penerbitan Penyelidikan, Penerbitan dan Pendidikan FTSM , Ketua Projek , 01-04-2014 sehingga 31-03-2015 , Universiti
Swarm Based Algorithms for Anomalous Rules Discovery in Temporal Data Streams , Ketua Projek , 01-04-2013 sehingga 31-03-2016 , Kebangsaan
PEMBANGUNAN PROGRAM LONJAKAN PENYELIDIKAN, PENERBITAN DAN PENDIDIKAN FTSM , Ketua Projek , 01-01-2013 sehingga 31-03-2014 , Universiti
Negative Associative Classification Algorithms for Deviation Detection of Weblog Data , Ketua Projek , 01-07-2011 sehingga 31-12-2012 , Universiti
Artificial Immune System for Real Time Dengue Outbreak Prediction , Ketua Projek , 21-06-2011 sehingga 19-12-2014 , Kebangsaan
DEVELOPMENT OF INTELLIGENT DEVIATION DETECTION SYSTEM FOR FINANCIAL DOCUMENTS , Ketua Projek , 01-03-2010 sehingga 31-12-2011 , Kebangsaan
Outbreak Detection in Oil and Gas Pollution Using Sequential Rules Mining Approach , Ketua Projek , 30-07-2009 sehingga 29-01-2011 , Kebangsaan
An Agent Based Rough Set Data Mining Tool , Ketua Projek , 01-12-2006 sehingga 30-10-2008 , Kebangsaan
Eksplorasi Sains Data , Penyelidik Bersama , 01-12-2020 sehingga 30-11-2021 , Universiti
Sentiment based Predictive Model for Malaysia Post-COVID 19 Tourism Industry Development , Penyelidik Bersama , 15-10-2020 sehingga 15-10-2022 , Kebangsaan
Analitik Prestasi dan Tingkah Laku Pelajar B40 Di Pendidikan Tinggi Malaysia Berasaskan Teknik Penyatuan Pembelajaran Mesin , Penyelidik Bersama , 01-10-2019 sehingga 30-09-2022 , Kebangsaan
Malay Language Sentiment Lexicon Generation using a Hybrid of Dictionary and Corpus Based Approach , Penyelidik Bersama , 01-10-2019 sehingga 31-03-2022 , Universiti
Clustering of Evolving Data Streams in the Environment and Climate Change , Penyelidik Bersama , 01-01-2019 sehingga 30-09-2021 , Kebangsaan
Developing a deep learning method for integrating and identifying signatures in multi-omics data for Ovarian Serous Cystadenocarcinoma , Penyelidik Bersama , 15-11-2018 sehingga 14-05-2021 , Kebangsaan
UKM Menjuarai Program 3Ps (Passion, Pathway & Publication): Pengukuhan Jiwa Penyelidik Dalam Kalangan Ahli Akademik UKM , Penyelidik Bersama , 15-11-2018 sehingga 14-08-2020 , Universiti
Pengaruh Pencapaian Akademik Dalam Subjek STEM Terhadap Kebolehgajian Graduan Teknologis , Penyelidik Bersama , 01-09-2018 sehingga 31-08-2020 , Universiti
Research Consortium for Research among Low Income Population (RCB40) , Penyelidik Bersama , 01-09-2018 sehingga 28-02-2020 , Universiti
The effectiveness of Blended STEM Mentoring Program , Penyelidik Bersama , 01-03-2018 sehingga 28-02-2020 , Universiti
Enhancement of Substructual Analysis (SSA) Method using Deep Learning Approach , Penyelidik Bersama , 16-10-2017 sehingga 15-10-2019 , Antarabangsa
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Penyelidik Bersama , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Penyelidik Bersama , 15-08-2017 sehingga 14-08-2019 , Kebangsaan
Meramal Sentimen Umum Tehadap UKM menerusi Media Sosial , Penyelidik Bersama , 01-01-2017 sehingga 30-06-2018 , Kebangsaan
Persepsi Guru Terhadap Penggunaan ICT bagi Kelas Pra Sekolah , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2019 , Universiti
Unsupervised Ensemble of Active Learning and Sentiment Thesaurus Model for Cross-Domain Sentiment Classification , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Hyper-heuristic Approaches For Crime Data-Mining , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
Crime Prediction Using Spatio-Temporal Pattern with Rough Fuzzy Sets Based Ensemble Learning , Penyelidik Bersama , 01-12-2014 sehingga 31-05-2017 , Kebangsaan
Danger Theory Based Algorithms for Abrupt Change Detection , Penyelidik Bersama , 01-07-2014 sehingga 30-06-2017 , Kebangsaan
Hyper-Heuristic Approaches for Crime Data Mining, Polis Patrol Routing and Rostering Problems , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
ADVANCED NATURE INSPIRED COMPUTING FOR SPATIO-TEMPORAL CLIMATE CHANGE PREDICTIVE ANALYSIS , Penyelidik Bersama , 01-08-2013 sehingga 31-01-2017 , Universiti
EXPLORING PREDICTIVE METHODS FOR SHARE PRICE REACTION PREDICTIONS USING THE MERGER AND ACQUISITION DOCUMENTS , Penyelidik Bersama , 20-05-2013 sehingga 18-11-2016 , Kebangsaan
EXPLORING DATA STREAMS ASSOCIATION RULES MINING ON CLOUDS , Penyelidik Bersama , 20-05-2013 sehingga 19-05-2016 , Kebangsaan
NATURE INSPIRED APPROACHES IN OPTIMIZATION AND DATA MINING PROBLEMS , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
Nature-Inspired Algorithms for Constrained and unconstrained Optimisation Problems , Penyelidik Bersama , 15-06-2012 sehingga 14-09-2016 , Universiti
Nature Inspired Text Based Structure Modelling Approach for Signature Detection in Weather Prediction Problem , Penyelidik Bersama , 01-06-2012 sehingga 31-05-2016 , Kebangsaan
Hair Data Model for Spatio-Temporal Data Mining , Penyelidik Bersama , 04-04-2012 sehingga 03-10-2014 , Kebangsaan
An Ontology-based Decison Support System for Halal Determination using Ingredient Mining Approach , Penyelidik Bersama , 01-10-2010 sehingga 31-05-2013 , Universiti
Periodic Pattern Discovery Technique for Adaptive Production Scheduling Problem , Penyelidik Bersama , 20-08-2010 sehingga 19-02-2013 , Kebangsaan
An Affective (Emotional) Real-Time Decision-Making for Software Agents , Penyelidik Bersama , 15-03-2010 sehingga 14-09-2012 , Kebangsaan
Outbreak Detection and Plannning Using Data Mining and Artificial Intelligence Approach , Penyelidik Bersama , 01-11-2009 sehingga 21-04-2012 , Kebangsaan
Intelligent Desktop for College Students , Penyelidik Bersama , 01-07-2009 sehingga 31-12-2011 , Universiti
Functional Characterisation of Genes for UDP-Galactose Biosynthesis in Eucheuma Denticulatum , Penyelidik Bersama , 01-06-2008 sehingga 30-06-2012 , Universiti
Perubahan Iklim dan Kesihatan Manusia: Impak dan Intervensi , Penyelidik Bersama , 01-06-2008 sehingga 30-11-2011 , Universiti
Data Mining Approach in Production Planning and Control , Penyelidik Bersama , 01-06-2008 sehingga 30-11-2011 , Universiti
Intelligent Medical Data Miner , Penyelidik Bersama , 01-10-2007 sehingga 31-03-2011 , Universiti
DEVELOPMENT OF AN ISLAMIC CORPORATE AND RETAIL BANKING SYSTEM (CORE): A MULTI-TIERED ARCHITECTURE , Penyelidik Bersama , 20-09-2007 sehingga 19-09-2009 , Kebangsaan
Image Based Fuzzy Expert System For Paddy Diseases Diagnosis , Penyelidik Bersama , 01-09-2007 sehingga 30-11-2009 , Kebangsaan
Development of Novel Technology for Accurate Function Prediction Based on Protein 3D Structure and Molecular Interaction Imformation , Penyelidik Bersama , 02-01-2007 sehingga 30-03-2011 , Kebangsaan
An Improvement Of Data Mining Process Using Agent , Penyelidik Bersama , 01-12-2006 sehingga 30-11-2008 , Kebangsaan
Development And Application Of Machine Learning Techniques To Biological Systems , Penyelidik Bersama , 01-12-2006 sehingga 30-06-2008 , Kebangsaan
Investigation into Socio-psychological and Financial Burdens of Sandwich Generation Through Data Analytics , Ketua Program , 01-02-2018 sehingga 31-10-2020 , Universiti
Model Kelestarian Penggunaan Siber Untuk B40 , Ketua Program , 01-02-2018 sehingga 31-10-2020 , Kebangsaan
Gendering Living Analytics: Empowerment through Community Engagement , Ketua Program , 01-02-2018 sehingga 31-10-2020 , Universiti
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Kreatif Dan Rekacipta / Neural Network Modeling For the Development of Knowledge Miner For , 2004
Anugerah Kreatif Dan Rekacipta / Knowledge-Based System For Paddy Disease and Pest Control Diagnosis , 2004
Anugerah Kreatif Dan Rekacipta / Modelling the Sustainability of E-Commerce Using Rough Set Approach , 2004
Anugerah Kreatif Dan Rekacipta / Development of Intelligent Miner Using Rough Set For Dietarian Records , 2004
Anugerah Perkhidmatan Cemerlang , 2006
Anugerah Perkhidmatan Cemerlang , 2008
Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2016
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

Visualisasi Petua Sekutuan Data Pesakit Hilang Pendengaran Menggunakan Pendekatan 2D dan 3D, NOOR AZURA BINTI MOHD. SHARIF, Sarjana
Pengurangan Atribut Berasaskan Algoritma ARIMC Ke Atas Data Kardiak IJN., NORAZLIN BINTI SARUN, Sarjana
Pengubahsuaian ke Atas Algoritma Apriori dan Perbandingannya Dengan Pengelas Kasar, MOHAMAD FARHAN BIN MOHAMAD MOHSIN, Sarjana
Pemodelan Pengetahuan untuk Meramal Kecerangan Pembayaran Cukai Menggunakan 'outliers analysis'., MOHD ROSHIDY BIN OTHMAN, Sarjana
Perlombongan data Menggunakan Set Data EMIS Dalam Perancangan Sumber Manusia., YUSMAN BIN MUBNI, Sarjana
Perlombongan Data Bagi Meramal Prestasi Syarikat Perbankan Islam., NOOR ZURIANI BINTI BUSRA, Sarjana
Agen dalam Perlombongan Data., JOHANA BINTI IBRAHIM, Sarjana
Kerangka Kerja Perlombongan Data Untuk Kawalan Agen Kastam DiRaja Malaysia., HARUN BIN JANTAN, Sarjana
DIMENSIONALITY REDUCTION IN ROUGH SET USING DYNAMIC TABU SEARCH, NELLY ANAK SENGALANG, Sarjana
pengurangan koloni semut dengan penjanaan petua terubahsuai untuk pengelas kasar, FAIZAH BINTI PATAHOL RAHMAN, Sarjana
pengesanan anomali dalam trafik rangkaian komputer ukm menggunakan teknik perlombongan data siri masa, ENGKU ANISAH BINTI ENGKU MUDA, Sarjana
perlombongan corak berjujukan dalam pengesanan wabak di kawasan pencemaran minyak dan, NURFATHEHAH BINTI IDRIS, Sarjana
CLUSTERING AGENT MODEL FOR DATA MINING., FARHANA BT. MUHAMAD, Sarjana
Ant Colony Algorithm For Graph Based Association Rules Mining, GHASSAN SALEH HUSSEIN AL-DHARHANI, Sarjana
Mining Positive And Negative Association Rules Based On Interesting Multiple Level Minimum Supports, IDHEBA MOHAMAD ALI O.SWESI, Sarjana
Graph Based Association Rules Mining Using Triangle Counting Approach, YAZAN ALAYA JAMEEL AL-KHASSAWNEH, Sarjana
Clustered Based Deviation Detection Task Using Artificial Bee Colony (ABC) Algorithm, FAIZA ABDULSALAM M.MANSOUR, Sarjana
MODEL RAMALAN UNTUK WABAK DENGGI MENGGUNAKAN BERBILANG PENGELAS BERASASKAN PETUA, ZURIYAH BINTI KEFELI @ ZULKEFELI, Sarjana
KERANGKA PERLARASAN PENYIRATAN SEPARA UNTUK RAMALAN PAUTAN, MOHAMMAD MANSOUR PARTO DEZFOULI, Sarjana
ENHANCED SYMBOLIC AGGREGATE APPROXIMATION ALGORITHM FOR, PEIMAN MAMANIBARNAGHI, Sarjana
EREENA NADJMIN BT MUZAFFAR, Sarjana
PENGESANAN STATUS HALAL PRODUK MAKANAN MENGGUNAKAN PENDEKATAN, KHAIRATUL ALYANI BINTI BADARI, Sarjana
NEGATIVE SELECTION ALGORITHM FOR DENGUE OUTBREAK DETECTION, MARYAM MOUSAVI, Sarjana
REKABENTUK JUJUKAN DNA BUATAN BERASASKAN SISTEM IMUN BUATAN, M. DAMAN HURI, Sarjana
MODEL PENGETAHUAN SET KASAR UNTUK PENGESAHAN STATUS HALAL PRODUK, FARAH NATASYAH BINTI ABDUL HANAN, Sarjana
MODEL PENGELASAN BERASASKAN WEB DALAM PERSEKITARAN TERAGIH, TING AH CHOO, Sarjana
PREDICTION OF CARBON MONOXIDE CONCENTRACTION BASED ON A HYBRID, SOMAIYEH MAHMOUDZADEH, Sarjana
PARTICLE SWARM OPTIMIZATION ALGORITHM FOR ANOMALOUS ASSOCIATION, VAHID BEIRANVAND, Sarjana
FAST DYNAMIC CLUSTERING XML WEB MESSAGES BASED HUFFMAN AGGREGATION MODEL USING TF-IDF WITH EUCLIDEAN DISTANCE METHOD, AHMED MOHAMMED ABBAS, Sarjana
NEURAL NETWORK VARIANTS FOR MALAYSIAN WEATHER, SITI NUR KAMALIAH BINTI KAMARUDIN, Sarjana
FEATURE SELECTION ALGORITHMS FOR DENGUE OUTBREAK DETECTION MODEL, HUSAM I.S ABUHAMAD, Sarjana
ALGORITMA PENYARING PETUA TERPILIH DAN PENYARING CORAK, NOOR DIANA BINTI AHMAD TARMIZI, Sarjana
A HYBRID METAHEURISTIC METHOD FOR TUNING ARTIFICIAL NEURAL NETWORK, ABDOLLAH ANSARI, Sarjana
AHAMED LEBBE SAYETH SAABITH, Sarjana
HYBRIDISED N-GRAM MODEL USING NAIVE BAYES FOR CLASSIFICATION OF, JAMILU AWWALU, Sarjana
MODEL PENGESANAN PERUBAHAN CUACA MENDADAK BERASASKAN, SITI NUR AFIQAH BINTI MOHD ARIF, Sarjana
PENDEKATAN PENGELASAN BERGABUNG UNTUK MENENTUKAN KEPUTUSAN KELULUSAN BIASISWA, WIRAWATI DEWI BINTI AHMAD, Sarjana
Teknik Pemilihan Fitur dan Pengelasan dalam Analisis Sentimen bagi Ulasan Pengguna, FARHANA BINTI MUHAMAD, Sarjana
MUHAMMAD HAFIDZ BIN MOHD FADZLI, Sarjana
ABDUL AZIZ BIN AZRI, Sarjana

Pelajar Doktor Falsafah

ENHANCE THE COMPONENTS OF DENDRITIC CELL ALGORITHM, YOUSRA H.H ABUDAQQA, Doktor Falsafah
SENTIMENT WORDS SELECTION BASED ON DEPENDENCY PARSING TO IMPROVE THE PERFORMANCE OF THE DEEP LEARNING ATTENTION MECHANISM IN ASPECT-BASED SENTIMENT ANALYSIS, MAKERA MOAYAD AZIZ, Doktor Falsafah
SITI NADIAH BINTI MOHD SAPIHIE, Doktor Falsafah
AZHAR BIN MOHD KHAIRY, Doktor Falsafah
YU XIONG, Doktor Falsafah
ALESI OSAMA ABDULJALEEL ALI, Doktor Falsafah
KAN JICHENG, Doktor Falsafah
MUHAMMAD IQBAL ABU LATIFFI, Doktor Falsafah
E-Commerce Sustainability Model, FAUDZIAH BINTI AHMAD, Doktor Falsafah
PERLOMBONGAN PENGETAHUAN (KDD) DALAM DATA PERUBATAN., HASIMAH BINTI HJ. MOHAMED, Doktor Falsafah
A Wrapper Self-Management Viable System Model For Information Extraction In Health Care, SAMEER QASIM AMEEN, Doktor Falsafah
MINING ASSOCIATION RULES USING GRAPH & CLUSTERING., WAEL AHMAD AWAD AL-ZU'BI, Doktor Falsafah
Development Expert system to Minimize river Pollution During Construction Activities, LEILA OOSHAKSARAIE, Doktor Falsafah
FRAMEWORK FOR DEVIATION DETECTION IN TEXT, SITI SAKIRA BINTI KAMARUDDIN, Doktor Falsafah
ROUGH VARIANTS ALGORITHMS FOR KNOWLEDGE DISCOVERY IN DATABASES (KDD), KHADIJA MOHAMMED HASAN AL-AIDAROUS, Doktor Falsafah
AI applied in health (surveillance)., ZALIZAH AWANG LONG, Doktor Falsafah
Multiple Lecture Selection Criteria In Protein Function Classification Technology, SHUZLINA BINTI ABDUL RAHMAN, Doktor Falsafah
Aplikasi Teknik Perlombongan Data Bagi Mewujudkan Pelan Rawatan Perubatan., SHAHRIYAH BINTI ALI, Doktor Falsafah
PATTERN DISCOVERY ALGORITHMS FOR TIME SERIES DATA MINING, ALMAHDI MOHAMMED ALMAHDI AHMED, Doktor Falsafah
DATA MINING TECHNIQUE IN SOLVING MANUFACTURING SCHEDULING PROBLEMS, RUHAIZAN BINTI ISMAIL, Doktor Falsafah
IMPROVED FEATURE SELECTION AND GENETIC ALGORITHM FOR ARABIC TEXT, ABDULLAH SAEED ALI GHAREB, Doktor Falsafah
DISCERNIBILITY OF ROUGH SET BASED HYBRID ALGORITHM FOR, DJOKO BUDIYANTO SETYOHADI, Doktor Falsafah
DISCERNIBILITY BASED ALGORITHMS FOR DEVIATION DETECTION, MISINEM, Doktor Falsafah
Enjin Pembuatan Keputusan Afektif Untuk Penyelesaian Masalah Kompleks Dalam Permainan Komputer, HAFIZ BIN MOHD SARIM, Doktor Falsafah
INTEGRATION OF SENTIMENT ANALYSIS AND COMMUNITY DETECTION FOR BEHAVIORAL LEARNING IN ONLINE SOCIAL NETWORK, MD AHSAN UL HASAN, Doktor Falsafah
NEGATIVE ASSOCIATION RULE MINING FOR DEVIATION DETECTION, ANIS SUHAILIS BINTI ABDUL KADIR, Doktor Falsafah
TEDY SETIADI, Doktor Falsafah
Algoritma Metaheuristik Berasaskan Populasi Untuk Masalah Pengelompokan, FATEMEH BOOBORD, Doktor Falsafah
KERANGKA KERJA SISTEM SOKONGAN KEPUTUSAN KLINIKAL CERDAS BERASASKAN MULTIEJEN UNTUK PENJAGAAN KESIHATAN, NORMADIAH BINTI MAHIDDIN, Doktor Falsafah
Ramalan Siri Masa Dan Algoritma Berasaskan Kabur Untuk Penemuan Corak Iklim, GHASSAN SALEH HUSSEIN AL-DHARHANI, Doktor Falsafah
MODEL PENGESANAN WABAK BERASASKAN TEORI BAHAYA, MOHAMAD FARHAN BIN MOHAMAD MOHSIN, Doktor Falsafah
PERLOMBONGAN SIRI MASA MULTIVARIAT UNTUK PERMODELAN IDENTITI CUACA MENGGUNAKAN PERWAKILAN BEG N-GRAM BERWAJARAN (W-BON), SHAKIRAH BINTI MOHD TAIB, Doktor Falsafah
PENGOPTIMUMAN PERWAKILAN FITUR TRANSFORMASI GELOMBANG KECIL DISKRET DAN PENGELASAN HIERARKI RESEPTOR TERGANDING G-PROTEIN, NOR ASHIKIN MOHAMAD KAMAL, Doktor Falsafah
Kaedah Pelbagai Ketumpatan Atas Talian Luar Talian Dan Di Tambah Baik Untuk Pengelompokan Arus Data, MARYAM MOUSAVI, Doktor Falsafah
Pendekatan Hibrid Bagi Analisis Sentimen Menggunakan Pengoptimuman Koloni Semut, SITI ROHAIDAH BINTI AHMAD, Doktor Falsafah
Kaedah Pengelasan Bersekutu Bagi Pengesanan Data Siri Masa Tidak Menentu, NABILAH FILZAH BINTI MOHD RADZUAN, Doktor Falsafah
ALGORITMA PENEMUAN CORAK UNTUK CUACA RAMALAN MASALAH, YAHYIA MOHAMMED M. ALI BENYAHMED, Doktor Falsafah
VAHID BEIRANVAND, Doktor Falsafah
ALA' SALAMEH FALAH ALSARDIA, Doktor Falsafah
Pembaikan Perwakilan Dan Pemilihan Fitur Dengan Sentimen Untuk Ramalan Pasaran Saham, HANI A.K. IHLAYYEL, Doktor Falsafah
Fitur Pemilihan Dengan Integrasi Differential Evolution Dan Support Vector Machine Untuk, MOHAMMED HASAN ALWAN AL-DULAIMI, Doktor Falsafah
PENGOPTIMUMAN KERUMUNAN PARTIKEL UNTUK MENGINTEGRASIKAN PEMILIHAN CIRI DAN PEMBINAAN CIRI PADA DATA BERDIMENSI TINGGI, IDHEBA MOHAMED ALI SWESI, Doktor Falsafah
YOUSRA H.H ABUDAQQA, Doktor Falsafah
Pendekatan Perlombongan Hasrat Membeli Dengan Fitur Novel Dari Media Sosial Untuk Meramal Hasil Kutipan Filem, IBRAHIM SAID AHMAD, Doktor Falsafah
Masa Pendekatan Interaksi Berasaskan Ciri Pengguna Bagi Mengesan Komuniti Rangkaian Sosial Atas Talian, AMIN MAHMOUDI, Doktor Falsafah
GUSLENDRA, Doktor Falsafah
MUHAMMAD REZA PUTRA, Doktor Falsafah
ANALITIK KATA PUTUS PEMBELAJARAN BERGABUNG BAGI MODEL KLASIFIKASI KEMISKINAN PELBAGAI DIMENSI, RUSNITA BINTI ISNIN @ HAMDAN, Doktor Falsafah
MOHAMMED SHANTAL, Doktor Falsafah
MUHAMMAD FAHMI MIKE BIN ABDULLAH, Doktor Falsafah
RAMALAN PENULIS BERSAMA BARU BERDASARKAN GABUNGAN TOPOLOGI DENGAN PERSAMAAN KANDUNGAN ARTIKEL PASANGAN NOD DAN JIRAN YANG SAMA DALAM RANGKAIAN PENGARANG BERSAMA, HERMAN YULIANSYAH, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Azuraliza Abu Bakar , 10-07-2014 sehingga 31-12-2015 , Kebangsaan
Azuraiza Abu Bakar , 24-10-2014 sehingga 05-12-2014 , Kebangsaan
Azuraliza Abu Bakar , 14-08-2014 sehingga 15-09-2014 , Kebangsaan
Azuraliza Abu Bakar , 18-07-2014 sehingga 31-12-2015 , Kebangsaan
Azuraliza Abu Bakar , 03-09-2014 sehingga 04-09-2014 , Kebangsaan
Azuraiza Abu Bakar , 03-04-2014 sehingga 03-04-2015 , Kebangsaan
International Scientific Committee , 11-11-2014 sehingga 03-09-2015 , Antarabangsa
Azuraliza Abu Bakar , 01-05-2016 sehingga 30-12-2016 , Kebangsaan
Azuraliza Abu Bakar , 30-11-2016 sehingga 30-11-2016 , Antarabangsa
Azuraliza Abu Bakar , 25-10-2016 sehingga 27-10-2016 , Kebangsaan
Azuraliza Abu Bakar , 09-05-2016 sehingga 12-05-2016 , Kebangsaan
Azuraliza Abu Bakar , 04-08-2016 sehingga 04-08-2016 , Kebangsaan
Azuraliza Abu Bakar , 29-01-2016 sehingga 28-04-2016 , Kebangsaan
International Scientific Committee For International Conference on Soft Computing in Data Science , 03-05-2016 sehingga 22-09-2016 , Antarabangsa
Azuraliza Abu Bakar , 29-03-2016 sehingga 30-04-2016 , Kebangsaan
EXPERT PANEL MEMBER ON BIG DATA/ DATA SCIENCE CENTER , 05-04-2017 sehingga 05-04-2017 , Kebangsaan
PANEL PENILAI PENAWARAN KURSUS SARJANA TEKNOLOGI (SAINS DATA) , 15-03-2017 sehingga 15-03-2017 , Kebangsaan
PANEL PENILAI SKIM GERAN PENYELIDIKAN FRGS , 27-03-2017 sehingga 31-03-2017 , Kebangsaan
PANEL PENILAI HACKATON DATA TERBUKA DAN HACKATON APLIKASI MUDAH ALIH , 12-09-2017 sehingga 13-09-2017 , Kebangsaan
NEWTON UNGKU OMAR FUNDS: MOBILITY GRANTS & ADVANCED PARTNERSHIP , 30-08-2017 sehingga 30-08-2017 , Kebangsaan
NEWTON UNGKU OMAR FUND RESEARCHER LINKS (WORKSHOP GRANTS) , 19-10-2017 sehingga 19-10-2017 , Kebangsaan
PENILAIAN SKIM FRGS , 06-03-2017 sehingga 06-03-2017 , Kebangsaan
PENILAI KENAIKAN PANGKAT PROF. MADYA , 21-09-2017 sehingga 31-12-2017 , Kebangsaan
PENILAI LUAR CALON PROFESOR GRED VK7 , 06-03-2017 sehingga 06-03-2017 , Kebangsaan
UNIVERSITI UTARA MALAYSIA , 29-06-2017 sehingga 29-06-2017 , Kebangsaan
EXPERT PANEL MEMBER FOR FUNDAMENTAL AND APPLIED SCIENCES DEPARTMENT , 02-03-2018 sehingga 01-01-1970 , Kebangsaan
INVITED SPEAKER FOR FORUM ON BIG DATA IN HEALTH CARE IJN , 02-03-2018 sehingga 01-01-1970 , Kebangsaan
AHLI PANEL DAN PENCERAMAH ENVIRONMENTAL HEALTH FORUM , 24-09-2018 sehingga 01-01-1970 , Kebangsaan
JEMPUTAN SEBAGAI PENCERAMAH DI SEMINAR TAHUNAN MALAYSIAN SOCIETY FOR ENVIRONMENTAL EPIDEMIOLOGY (MySEE) , 10-03-2018 sehingga 01-01-1970 , Kebangsaan
AHLI MESYUARAT JAWATANKUASA PERINGKAT EKSEKUTIF MAJLIS TINDAKAN SARA HIDUP NEGARA , 05-11-2018 sehingga 01-01-1970 , Kebangsaan
STFC MOHE NEWTON FUND PANEL , 01-04-2018 sehingga 30-09-2018 , Antarabangsa
Invitation to evaluate YUTP­FRG grant application 2019 , 28-11-2018 sehingga 01-01-1970 , Kebangsaan
PANEL PENILAI AUDIT AKREDITASI SEMENTARA PROGRAM SARJANA SAINS DATA UTM , 05-04-2018 sehingga 01-01-1970 , Kebangsaan
AHLI LEMBAGA PENASIHAT PROGRAM SARJANA MUDA SAINS DATA ANALITIK UMT , 30-05-2018 sehingga 01-01-1970 , Kebangsaan
PENILAI BEBAS UNTUK KENAIKAN PANGKAT KE JAWATAN PROF. MADYA , 07-09-2018 sehingga 08-10-2018 , Kebangsaan
PANEL PENILAI GERAN KPT FRGS , 23-04-2018 sehingga 27-04-2018 , Kebangsaan
UNIVERSITI TEKNIKAL MALAYSIA MELAKA , 01-10-2019 sehingga 30-09-2021 , Kebangsaan
JAWATAN KUASA TEKNIKAL/PASUKAN KERJA PROJEK DATA RAYA KPM , 01-07-2019 sehingga 31-01-2020 , Kebangsaan
PROJEK PENYELIDIKAN DI BAWAH SKIM GERAN FUNDAMENTAL MALAYSIA'S RESEARCH STAR AWARD (FRGS-MRSA) , 30-08-2019 sehingga 10-09-2019 , Kebangsaan
PENILAIAN DANA KPM , 22-01-2019 sehingga 31-12-2019 , Kebangsaan
MUZAKARAH AKADEMIA SYARIAH (MASYAR) , 11-03-2019 sehingga 11-03-2019 , Kebangsaan
PENYEDIAAN DAPATAN DATA DAN LAPORAN KERTAS KONSULTASI RAKYAT (KKR) PTPTN , 20-06-2019 sehingga 20-06-2019 , Kebangsaan
JAWATAN KUASA TEKNIKAL PENJANA KPT CAREER ADVANCEMENT PROGRAMME (PENJANA-KPT-CAP) PERINGKAT JPT , 30-09-2020 sehingga 31-12-2021 , Kebangsaan
AHLI JAWATANKUASA PENILAIAN TEKNIKAL PERKHIDMATAN PENGEMASKINIAN MALAYSIAN RESEARCH AND DEVELOPMENT CLASSIFICATION SYSTEM(MRDS) , 18-08-2020 sehingga 08-10-2020 , Kebangsaan
PROGRAM SAINS DATA UNIVERSITI TEKNOLOGI MALAYSIA , 01-04-2020 sehingga 30-03-2021 , Kebangsaan
PEMANTAUAN PROJEK PENYELIDIKAN NEWTON STFC , 20-02-2020 sehingga 20-02-2020 , Kebangsaan
PANEL PENILAIAN PERMOHONAN KONSORTIUM KECEMERLANGAN PENYELIDIKAN KPT , 21-10-2020 sehingga 22-10-2020 , Kebangsaan
PANEL HAKIM EXPO KECEMERLANGAN REKACIPTA (EXCOCIPTA) TAHUN 2020 , 02-12-2020 sehingga 04-12-2020 , Kebangsaan
PANEL PENILAI DALAMAN GERAN FRGS UPNM , 31-03-2020 sehingga 30-04-2020 , Kebangsaan
PANEL PENILAI BAGI PERMOHONAN GERAN PENYELIDIKAN KHAS PASCA COVID-19 , 10-05-2020 sehingga 15-05-2020 , Kebangsaan
PANEL PENILAI BAGI SARJANA KEPINTARAN BUATAN, Universiti Malaya , 28-09-2021 sehingga 28-09-2022 , Kebangsaan
PEMERIKSA LUAR BAGI PROGRAM IJAZAH SARJANA TEKNOLOGI (SAINS DATA DAN ANALITIK) DI FAKULTI TEKNOLOGI MAKLUMAT DAN KOMUNIKASI, UNIVERSITI TEKNIKAL MALAYSIA MELAKA , 01-11-2021 sehingga 31-10-2023 , Kebangsaan
Penilai Luar Untuk Menilai Program Sarjana Analitik Perniagaan Mod Kerja Kursus, Semester II Sidang Akademik 2020/2021 Oleh Pusat Pengajian Pengurusan, UNIVERSITI SAINS MALAYSIA , 01-09-2021 sehingga 31-03-2022 , Kebangsaan
PANEL PENILAI SESI PEMBENTANGAN DAN PEMANTAUAN PRESTASI DAN KEWANGAN PROJEK PENYELIDIKAN DI BAWAH PROGRAM NEWTON-STFC , 02-12-2021 sehingga 02-12-2021 , Kebangsaan
GUEST LECTURE AT INTI INTERNATIONAL UNIVERSITY , 27-01-2021 sehingga 27-01-2021 , Kebangsaan
Penilaian Kenaikan Pangkat Profesor Madya UTEM , 08-10-2021 sehingga 15-11-2021 , Kebangsaan
Keynote Speaker, Multiconference on Artificial Intelligence Technology 2021 (MCAIT 2021) , 04-08-2021 sehingga 04-08-2021 , Antarabangsa
Panel Penilai Bagi Permohonan Konsortium Kecemerlangan Penyelidikan (KKP) 2021 , 28-07-2021 sehingga 04-08-2021 , Kebangsaan
UNIVERSITI SAINS MALAYSIA , 12-07-2022 sehingga 13-07-2022 , Kebangsaan
USM-PENILAI LUAR UNTUK PROGRAM SARJANA ANALITIK PERNIAGAAN PUSAT PENGAJIAN PENGURUSAN , 13-07-2022 sehingga 15-07-2022 , Kebangsaan
UUM-PENILAI LUAR (AKADEMIK) PROGRAM SARJANA UUM , 01-08-2022 sehingga 31-07-2024 , Kebangsaan
UTPExpert Panel Workshop to review the proposal Master of Science in Predictive Analytics , 15-11-2022 sehingga 15-11-2022 , Kebangsaan
UNIMY EXTERNAL ADVISOR FOR BACHELOR OF COMPUTER SCIENCE (DATA SCIENCE) PROGRAMME, UNIVERSITY MALAYSIA OF COMPUTER SCIENCE AND ENGINEERING (UNIMY) , 12-08-2022 sehingga 11-08-2023 , Kebangsaan
USM-PENILAI LUAR UNTUK KENAIKAN PANGKAT STAF AKADEMIK UNIVERSITI SAINS MALAYSIA (USM) , 12-11-2022 sehingga 13-11-2022 , Kebangsaan
UPM-PENILAI BEBAS UNTUK KENAIKAN PANGKAT PROFESOR DAN PROFESOR MADYA , 02-09-2022 sehingga 31-12-2024 , Kebangsaan
UNISZA-PENILAI LUAR KENAIKAN PANGKAT JAWATAN PROFESOR MADYA , 26-06-2022 sehingga 26-06-2022 , Kebangsaan
UITM-PENILAI LUAR KENAIKAN PANGKAT PROFESOR MADYA , 15-09-2022 sehingga 31-12-2022 , Kebangsaan
JAWATANKUASA TEKNIKAL PENJANA KPT CAREER ADVANCEMENT PROGRAM SIRI 2 , 18-08-2022 sehingga 18-08-2023 , Kebangsaan
PANEL PENILAI BAGI SESI PEMANTAUAN PRESTASI/LAPORAN AKHIR & KEWANGAN BAGI PROJEK PENYELIDIKAN DI BAWAH DANA PENYELIDIKAN PADANAN ANTARABANGSA (MYPAIR) NEWTON-STFC: COLLABORATIVE RESEARCH FOR HIGHER LEVEL STEM SKILLS IN MALAYSIA , 17-11-2022 sehingga 17-11-2022 , Kebangsaan
PANEL PENILAI BAGI SESI PEMBENTANGAN LAPORAN AKHIR PROJEK PENYELIDIKAN DI BAWAH SKIM GERAN PENYELIDIKAN PEMBANGUNAN PROTOTAIP (PRGS) FASA 1 TAHUN 2019 , 29-11-2022 sehingga 29-11-2022 , Kebangsaan
PANEL PENILAI BAGI SESI GERAN FRGS 2021 , 23-03-2022 sehingga 31-03-2022 , Kebangsaan
AWIST Doctoral Consortium Jury , 03-03-2022 sehingga 03-03-2022 , Antarabangsa
MAJLIS PROFESOR NEGARA , 01-01-2022 sehingga 31-12-2024 , Kebangsaan
MALAYSIAN INFORMATION TECHNOLOGY SOCIETY (MITS) , 01-07-2021 sehingga 31-12-2025 , Kebangsaan

Khidmat Dalam

PENILAI GERAN GUP PERINGKAT FTSM , 01-04-2020 sehingga 04-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Ahli Jawatankuasa Penilai Geran Penyelidikan di bawah Dana UP Tahun 2020 , 15-05-2020 sehingga 31-12-2020 , Universiti
BENGKEL PENILAIAN PROJEK DANA GERAN UNIVERSITI PENYELIDIKAN (GUP) TAHUN 2019 , 31-07-2019 sehingga 31-07-2019 , Universiti
BENGKEL PENILAIAN PROJEK DANA IMPAK PERDANA (DIP) TAHUN 2019 , 31-07-2019 sehingga 31-07-2019 , Universiti
Cabaran Perdana FTSM , 01-12-2015 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
DANA PENERBITAN BUKU 2021 , 12-04-2021 sehingga 31-12-2021 , Universiti
JAWATANKUASA PENILAIAN PRGS FASA 1/2019 , 15-01-2019 sehingga 14-01-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
JK Pemeriksa dan Peperiksaan Lisan Bil.3/2018 , 19-01-2018 sehingga 19-01-2018 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.12/2020 , 11-11-2020 sehingga 11-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.13/2019 , 10-05-2019 sehingga 10-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.4/2019 , 21-03-2019 sehingga 21-03-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.6/2020 , 08-05-2020 sehingga 08-05-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan Watan , 01-03-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kenaikan Pangkat , 24-11-2020 sehingga 24-11-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatankuasa Kepakaran IIR4.0 , 01-09-2020 sehingga 31-08-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pakar Rujuk Arificial Intelligence (AI)@UKM , 15-01-2020 sehingga 14-01-2021 , Universiti
Jawatankuasa Pementoran FTSM , 01-03-2020 sehingga 30-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pemeriksa dan Peperiksaan Lisan Siswazah - Doktor Falsafah , 02-01-2017 sehingga 29-12-2017 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Kedoktoran FTSM , 01-03-2018 sehingga 31-03-2020 , Universiti
Jawatankuasa Pengajian Sarjana , 01-07-2021 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penilai Geran Transformasi Komuniti & Komuniti P&P , 01-10-2020 sehingga 31-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Peperiksaan Lisan Bil. 6/2020 (P.KA) , 18-02-2020 sehingga 18-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawatankuasa Siasatan Aduan Dalaman (AI2019-47) , 30-10-2019 sehingga 21-11-2020 , Universiti
Ketua Kumpulan Pengajaran , 28-09-2020 sehingga 27-09-2022 , Fakulti / Institut / Pusat Perkhidmatan
PANEL PENILAI BENGKEL PENYELARASAN DANA CABARAN PERDANA (DCP) 2017 , 29-11-2017 sehingga 29-11-2017 , Universiti
PANEL PENILAI GERAN FRGS FASA 1/2015 , 01-05-2015 sehingga 31-07-2015 , Universiti
PANEL PENILAI GERAN FRGS FASA 1/2016 , 29-01-2016 sehingga 28-04-2016 , Universiti
PANEL PENILAI GERAN FRGS FASA 1/2017 , 15-12-2016 sehingga 20-03-2017 , Universiti
PANEL PENILAI GERAN GUP DAN GGPM TAHUN 2018 , 27-06-2018 sehingga 27-06-2018 , Universiti
PANEL PENILAI JK PATEN 2021 , 19-04-2021 sehingga 19-04-2021 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2021 , 01-01-2021 sehingga 31-12-2021 , Universiti
PELANTIKAN SEBAGAI AHLI JAWATANKUASA PENILAIAN DI BAWAH DANA PENYELIDIKAN KEMENTERIAN PENGAJIAN TINGGI (DP KPT) TAHUN 2022 , 24-03-2022 sehingga 31-12-2022 , Universiti
PELANTIKAN SEBAGAI AHLI PANEL PENILAI PERINGKAT UNIVERSITI KEBANGSAAN MALAYSIA (UKM) - SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1/2019 , 15-01-2019 sehingga 11-04-2019 , Universiti
PENILAI LUAR UNTUK PERMOHONAN SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) FASA 1 TAHUN 2021, FAKULTI SAINS KESIHATAN , 04-02-2021 sehingga 08-02-2021 , Fakulti / Institut / Pusat Perkhidmatan
PERSIDANGAN ASEAN JAPAN JOINT-WORKSHOP ON COMPUTATIONAL LINGUISTICS 2017 (AJCLI2017) , 02-10-2017 sehingga 22-11-2017 , Universiti
PROGRAM KONSORTIUM KECEMERLANGAN PENYELIDIKAN TAHUN 2020 , 23-09-2020 sehingga 06-10-2020 , Universiti
Panel Penilai Geran Penyelidikan di bawah Dana UP Tahun 2022 , 01-06-2022 sehingga 31-12-2022 , Universiti
Pelantikan Sebagai Ahli Jawatankuasa Penilaian Program Dana Penyelidikan Kementerian Pengajian Tinggi (DP KPT) Tahun 2020 Peringkat Universiti Kebangsaan Malaysia , 01-01-2020 sehingga 31-12-2020 , Universiti
Pelantikan Sebagai Ahli Sidang Pengarang APJITM , 01-10-2019 sehingga 30-09-2022 , Fakulti / Institut / Pusat Perkhidmatan
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran FRGS FTSM Tahun 2022 , 14-01-2022 sehingga 21-02-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan Dana Universiti , 26-05-2022 sehingga 26-05-2022 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Geran Penyelidikan di bawah Dana RU Tahun 2021 , 01-05-2021 sehingga 31-12-2021 , Universiti
Penilai LMCK (Citra Kompentensi) , 02-01-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Sem 1 2020/2021 , 18-01-2021 sehingga 22-01-2021 , Fakulti / Institut / Pusat Perkhidmatan
Penilaian LMCK-SIG Sem 2 2020/2021 , 28-06-2021 sehingga 02-07-2021 , Fakulti / Institut / Pusat Perkhidmatan
Program 3M , 28-09-2016 sehingga 28-09-2016 , Fakulti / Institut / Pusat Perkhidmatan
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
RESEARCH DAY @ FTSM , 27-10-2016 sehingga 27-10-2016 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA SAINS DATA , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Mempertahankan Usulan - Ali Saad M Khuraib , 03-10-2022 sehingga 03-10-2022 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
TERAS 6 : PEMANFAATAN KEPINTARAN DATA , 08-02-2020 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
panel penilai bagi permohonan skim geran penyelidikan fundamental FRGS Fasa 1/2021-peringkat Fakulti , 04-02-2021 sehingga 05-02-2021 , Fakulti / Institut / Pusat Perkhidmatan