IP algorithms in compact rough classification modeling. - Azuraliza Abu Bakar; Md Nasir Sulaiman; Mohamed Othman; Mohd Hasan Selamat (Intell. Data Anal., 2001)

Propositional Satisfiability Algorithm to Find Minimal Reducts for Data Mining. - Azuraliza Abu Bakar; Md Nasir Sulaiman; Mohamed Othman; Mohd Hasan Selamat (Int. J. Comput. Math., 2002)

Information Filtering Using Rough Set Approach. - Faudziah Ahmad; Abdul Razak Hamdan; Azuraliza Abu Bakar (CITA, 2005)

Discovery of Non-Interesting Attribute in Mining Outliers Pattern. - Faizah Shaari; Azuraliza Abu Bakar; Abdul Razak Hamdan (ICCSA Workshops, 2007)

A Rough-Apriori Technique in Mining Linguistic Association Rules. - Yun-Huoy Choo; Azuraliza Abu Bakar; Abdul Razak Hamdan (ADMA, 2008)

Flexible Immune Network Recognition System for Mining Heterogeneous Data. - Mazidah Puteh; Abdul Razak Hamdan; Khairuddin Omar; Azuraliza Abu Bakar (ICARIS, 2008)

An Agent Based Rough Classifier for Data Mining. - Azuraliza Abu Bakar; Zulaiha Ali Othman; Abdul Razak Hamdan; Rozianiwati Yusof; Ruhaizan Ismail (ISDA (1), 2008)

An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA. - Mohd Zakree Ahmad Nazri; Siti Mariyam Hj. Shamsuddin; Azuraliza Abu Bakar (ISDA (1), 2008)

Immune Network for Classifying Heterogeneous Data. - Mazidah Puteh; Khairuddin Omar; Abdul Razak Hamdan; Azuraliza Abu Bakar (ISDA (2), 2008)

The fitness-rough: A new attribute reduction method based on statistical and rough set theory. - Yun-Huoy Choo; Azuraliza Abu Bakar; Abdul Razak Hamdan (Intell. Data Anal., 2008)

A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. - Faizah Shaari; Azuraliza Abu Bakar; Abdul Razak Hamdan (ADMA, 2009)

Dynamic data discretization technique based on frequency and K-Nearest Neighbour algorithm. - Almahdi Mohammed Ahmed; Azuraliza Abu Bakar; Abdul Razak Hamdan (DMO, 2009)

Building a new taxonomy for data discretization techniques. - Azuraliza Abu Bakar; Zulaiha Ali Othman; Nor Liyana Mohd Shuib (DMO, 2009)

Capturing uncertainty in associative classification model. - Yun-Huoy Choo; Azuraliza Abu Bakar; Azah Kamilah Muda (DMO, 2009)

Data mining in production planning and scheduling: A review. - Ruhaizan Ismail; Zalinda Othman; Azuraliza Abu Bakar (DMO, 2009)

Dissimilarity algorithm on conceptual graphs to mine text outliers. - Siti Sakira Kamaruddin; Abdul Razak Hamdan; Azuraliza Abu Bakar; Fauzias Mat Nor (DMO, 2009)

Parameter setting procedure via quick parameter evaluation in frequent pattern mining for outbreak detection. - Zalizah Awang Long; Abdul Razak Hamdan; Azuraliza Abu Bakar (DMO, 2009)

A classification of "Gracilaria changii" protein sequences using back-propagation classifier. - Nur Shazila Mohamed; Zulaiha Ali Othman; Azuraliza Abu Bakar (DMO, 2009)

Filter-wrapper approach to feature selection using RST-DPSO for mining protein function. - Shuzlina Abdul Rahman; Azuraliza Abu Bakar; Zeti-Azura Mohamed-Hussein (DMO, 2009)

A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network. - Mohd Zakree Ahmad Nazri; Siti Mariyam Hj. Shamsuddin; Azuraliza Abu Bakar; Salwani Abdullah (ICARIS, 2009)

Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment. - Halimah Badioze Zaman; Azlina Ahmad; Tengku M. T. Sembok; Sufian Bin Idris; Shahrul Azman Mohd. Noah; Azuraliza Abu Bakar; Zulaiha Ali Othman; Nazlia Omar; Salwani Abdullah; A. Sanep; M. T. Hailani; M. Z. Zaher; et al. (IVIC, 2009)

Conceptual Graph Interchange Format for Mining Financial Statements. - Siti Sakira Kamaruddin; Abdul Razak Hamdan; Azuraliza Abu Bakar; Fauzias Mat Nor (RSKT, 2009)

Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory. - Zulaiha Ali Othman; Azuraliza Abu Bakar; Zalinda Othman; Suzanna Rosli (RSKT, 2009)

On New Concept in Computation of Reduct in Rough Sets Theory. - Faizah Shaari; Azuraliza Abu Bakar; Abdul Razak Hamdan (RSKT, 2009)

Experimental Study of Different FSAs in Classifying Protein Function. - Shuzlina Abdul Rahman; Zeti-Azura Mohamed-Hussein; Azuraliza Abu Bakar (SoCPaR, 2009)

Outlier detection based on rough sets theory. - Faizah Shaari; Azuraliza Abu Bakar; Abdul Razak Hamdan (Intell. Data Anal., 2009)

Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique. - Shahriyah Nyak Saad Ali; Ahmad Mahir Razali; Azuraliza Abu Bakar; Nur Riza Suradi (ADMA (2), 2010)

Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach. - Azuraliza Abu Bakar; Almahdi Mohammed Ahmed; Abdul Razak Hamdan (ADMA (1), 2010)

Multiple Attribute Frequent Mining-Based for Dengue Outbreak. - Zalizah Awang Long; Azuraliza Abu Bakar; Abdul Razak Hamdan; Mazrura Sahani (ADMA (1), 2010)

An Improved Rough Clustering Using Discernibility Based Initial Seed Computation. - Djoko Budiyanto Setyohadi; Azuraliza Abu Bakar; Zulaiha Ali Othman (ADMA (1), 2010)

Improved SAX time series data representation based on Relative Frequency and K-Nearest Neighbor Algorithm. - Almahdi Mohammed Ahmed; Azuraliza Abu Bakar; Abdul Razak Hamdan (ISDA, 2010)

Ant Colony reduction with modified rules generation for rough classification model. - Azuraliza Abu Bakar; Salwani Abdullah; Faizah Patahol Rahman; Abdul Razak Hamdan (ISDA, 2010)

Development of knowledge model for insurance product decision using the associative classification approach. - Azuraliza Abu Bakar; Zalinda Othman; Mohd Saiful Nizam Md Yusoff; Ruhaizan Ismail (ISDA, 2010)

Associative prediction model and clustering for product forecast data. - Ruhaizan Ismail; Zalinda Othman; Azuraliza Abu Bakar (ISDA, 2010)

A Rough set outlier detection based on Particle Swarm Optimization. - Misinem; Abdul Razak Hamdan; Azuraliza Abu Bakar; Mohd Zakree Ahmad Nazri (ISDA, 2010)

Improving signature detection classification model using features selection based on customized features. - Zulaiha Ali Othman; Azuraliza Abu Bakar; Intesar Etubal (ISDA, 2010)

Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection. - Shuzlina Abdul Rahman; Zeti-Azura Mohamed-Hussein; Azuraliza Abu Bakar (ISDA, 2010)

Development of RP3CA-EMP, a Knowledge-Based System for Applying Environmental Management Plan (EMP) in the Malaysian Construction Industry. - Leila Ooshaksaraie; Noor Ezlin Ahmad Basri; Azuraliza Abu Bakar; Khairul Nizam Abdul Maulud (KES (4), 2010)

Data Classification Using Rough Sets and Naïve Bayes. - Khadija Al-Aidaroos; Azuraliza Abu Bakar; Zalinda Othman (RSKT, 2010)

Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text. - Mohd Zakree Ahmad Nazri; Siti Mariyam Hj. Shamsuddin; Azuraliza Abu Bakar (RSKT, 2010)

Multivariate filter and PSO in protein function classification. - Shuzlina Abdul Rahman; Zeti-Azura Mohamed-Hussein; Azuraliza Abu Bakar (SoCPaR, 2010)

Velocity-based reinitialisation approach in Particle Swarm Optimisation for feature selection. - Shuzlina Abdul Rahman; Zeti-Azura Mohamed-Hussein; Azuraliza Abu Bakar (HIS, 2011)

Classification models for outbreak detection in oil and gas pollution area. - Azuraliza Abu Bakar; Nurfathehah Idris; Abdul Razak Hamdan; Zalinda Othman; Mohd Zakri Ahmad Nazari; Suhaila Zainudin (ICEEI, 2011)

Predictive models for dengue outbreak using multiple rulebase classifiers. - Azuraliza Abu Bakar; Zuriyah Kefli; Salwani Abdullah; Mazrura Sahani (ICEEI, 2011)

Frequent absence and presence itemset for negative association rule mining. - Anis Suhailis Abdul Kadir; Azuraliza Abu Bakar; Abdul Razak Hamdan (ISDA, 2011)

MYNDA - An Intelligent Data Mining Application Generator. - Zulaiha Ali Othman; Abdul Razak Hamdan; Azuraliza Abu Bakar; Suhaila Zainudin; Hafiz Mohd Sarim; Mohd Zakree Ahmad Nazri; Zalinda Othman; Salwani Abdullah; Masri Ayob; Ahmad Tarmizi Abdul Ghani (IVIC (2), 2011)

An agent model for rough classifiers. - Azuraliza Abu Bakar; Zulaiha Ali Othman; Abdul Razak Hamdan; Rozianiwati Yusof; Ruhaizan Ismail (Appl. Soft Comput., 2011)

A hybrid approach for learning concept hierarchy from Malay text using artificial immune network. - Mohd Zakree Ahmad Nazri; Siti Mariyam Hj. Shamsuddin; Azuraliza Abu Bakar; Salwani Abdullah (Nat. Comput., 2011)

Discovering frequent serial episodes in symbolic sequences for rainfall dataset. - Almahdi Mohammed Ahmed; Azuraliza Abu Bakar; Abdul Razak Hamdan; Sharifah Mastura Syed Abdullah; Othman Jaafar (DMO, 2012)

Text associative classification approach for mining Arabic data set. - Abdullah S. Ghareb; Abdul Razak Hamdan; Azuraliza Abu Bakar (DMO, 2012)

Triangle Counting Approach for graph-based Association Rules Mining. - Yazan Alaya Jameel Al-Khassawneh; Azuraliza Abu Bakar; Suhaila Zainudin (FSKD, 2012)

Mining positive and Negative Association Rules from interesting frequent and infrequent itemsets. - Idheba Mohamad Ali O. Swesi; Azuraliza Abu Bakar; Anis Suhailis Abdul Kadir (FSKD, 2012)

Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method. - Faizah Shaari; Azmi Ahmad; Azuraliza Abu Bakar (ISDA, 2012)

RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia. - Leila Ooshaksaraie; Noor Ezlin Ahmad Basri; Azuraliza Abu Bakar; Khairul Nizam Abdul Maulud (Expert Syst. Appl., 2012)

Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function. - Siti Sakira Kamaruddin; Abdul Razak Hamdan; Azuraliza Abu Bakar; Fauzias Mat Nor (Intell. Data Anal., 2012)

An intelligent data pre-processing of complex datasets. - Shuzlina Abdul Rahman; Azuraliza Abu Bakar; Zeti-Azura Mohamed-Hussein (Intell. Data Anal., 2012)

Optimizing Big Data in Bioinformatics with Swarm Algorithms. - Shuzlina Abdul Rahman; Azuraliza Abu Bakar; Zeti-Azura Mohamed-Hussein (CSE, 2013)

Frequent Positive and Negative Itemsets Approach for Network Intrusion Detection. - Anis Suhailis Abdul Kadir; Azuraliza Abu Bakar; Abdul Razak Hamdan (M-CAIT, 2013)

Neural Network Algorithm Variants for Malaysian Weather Prediction. - Siti Nur Kamaliah Kamarudin; Azuraliza Abu Bakar (M-CAIT, 2013)

The Effect of Normalization for Real Value Negative Selection Algorithm. - Mohamad Farhan Mohamad Mohsin; Abdul Razak Hamdan; Azuraliza Abu Bakar (M-CAIT, 2013)

An Evaluation of Feature Selection Technique for Dendrite Cell Algorithm. - Mohamad Farhan Mohamad Mohsin; Abdul Razak Hamdan; Azuraliza Abu Bakar (ICITCS, 2014)

Outbreak detection model based on danger theory. - Mohamad Farhan Mohamad Mohsin; Azuraliza Abu Bakar; Abdul Razak Hamdan (Appl. Soft Comput., 2014)

Multi-objective PSO algorithm for mining numerical association rules without a priori discretization. - Vahid Beiranvand; Mohamad Mobasher-Kashani; Azuraliza Abu Bakar (Expert Syst. Appl., 2014)

Frequent positive and negative (FPN) itemset approach for outlier detection. - Anis Suhailis Abdul Kadir; Azuraliza Abu Bakar; Abdul Razak Hamdan (Intell. Data Anal., 2014)

Fast dynamic clustering SOAP messages based compression and aggregation model for enhanced performance of Web services. - Ahmed Mohammed Abbas; Azuraliza Abu Bakar; Mohd Zakree Ahmad Nazri (J. Netw. Comput. Appl., 2014)

Fuzzy-Based Shapelets for Mining Climate Change Time Series Patterns. - Ghassan Saleh Al-Dharhani; Zulaiha Ali Othman; Azuraliza Abu Bakar; Sharifah Mastura Syed Abdullah (IVIC, 2015)

Comparative Analysis of Different Versions of Association Rule Mining Algorithm on AWS-EC2. - Ahamed Lebbe Sayeth Saabith; Elankovan Sundararajan; Azuraliza Abu Bakar (IVIC, 2015)

An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection. - Shuzlina Abdul Rahman; Azuraliza Abu Bakar; Zeti-Azura Mohamed-Hussein (SCDS, 2015)

A WK-means Approach for Clustering. - Fatemeh Boobord; Zalinda Othman; Azuraliza Abu Bakar (Int. Arab J. Inf. Technol., 2015)

A text mining system for deviation detection in financial documents. - Siti Sakira Kamaruddin; Azuraliza Abu Bakar; Abdul Razak Hamdan; Fauzias Mat Nor; Mohd Zakree Ahmad Nazri; Zulaiha Ali Othman; Ghassan Saleh Hussein (Intell. Data Anal., 2015)

Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means. - Djoko Budiyanto Setyohadi; Azuraliza Abu Bakar; Zulaiha Ali Othman (Intell. Data Anal., 2015)

A case-based reasoning approach for pattern detection in Malaysia rainfall data. - Almahdi Mohammed Alshareef; Azuraliza Abu Bakar; Abdul Razak Hamdan; Sharifah Mastura Syed Abdullah; Mohammed Alweshah (Int. J. Big Data Intell., 2015)

Hybrid feature selection based on enhanced genetic algorithm for text categorization. - Abdullah S. Ghareb; Azuraliza Abu Bakar; Abdul Razak Hamdan (Expert Syst. Appl., 2016)

An upper and lower CUSUM for signal normalization in the dendritic cell algorithm. - Mohamad Farhan Mohamad Mohsin; Abdul Razak Hamdan; Azuraliza Abu Bakar (Evol. Intell., 2016)

An enhanced feature representation based on linear regression model for stock market prediction. - Hani A. K. Ihlayyel; Nurfadhlina Mohd Sharef; Mohd Zakree Ahmed Nazri; Azuraliza Abu Bakar (Intell. Data Anal., 2018)

An improved method to enhance protein structural class prediction using their secondary structure sequences and genetic algorithm. - Mohammed Hasan Aldulaimi; Suhaila Zainudin; Azuraliza Abu Bakar (Int. J. Bioinform. Res. Appl., 2018)

Enhanced Filter Feature Selection Methods for Arabic Text Categorization. - Abdullah S. Ghareb; Azuraliza Abu Bakar; Qasem A. Al-Radaideh; Abdul Razak Hamdan (Int. J. Inf. Retr. Res., 2018)

New time-based model to identify the influential users in online social networks. - Amin Mahmoudi; Mohd Ridzwan Yaakub; Azuraliza Abu Bakar (Data Technol. Appl., 2018)

A new method to discretize time to identify the milestones of online social networks. - Amin Mahmoudi; Mohd Ridzwan Yaakub; Azuraliza Abu Bakar (Soc. Netw. Anal. Min., 2018)

Recent Developments on Evolutionary Computation Techniques to Feature Construction. - Idheba Mohamad Ali O. Swesi; Azuraliza Abu Bakar (ACIIDS (Extended Posters), 2019)

Ant colony optimization for text feature selection in sentiment analysis. - Siti Rohaidah Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (Intell. Data Anal., 2019)

A review of feature selection techniques in sentiment analysis. - Siti Rohaidah Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (Intell. Data Anal., 2019)

Hybrid N-gram model using Naïve Bayes for classification of political sentiments on Twitter. - Jamilu Awwalu; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (Neural Comput. Appl., 2019)

The Relationship between Online Social Network Ties and User Attributes. - Amin Mahmoudi; Mohd Ridzwan Yaakub; Azuraliza Abu Bakar (ACM Trans. Knowl. Discov. Data, 2019)

A Hybrid Metaheuristic Method in Training Artificial Neural Network for Bankruptcy Prediction. - Abdollah Ansari; Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (IEEE Access, 2020)

A Temporal User Attribute-Based Algorithm to Detect Communities in Online Social Networks. - Amin Mahmoudi; Azuraliza Abu Bakar; Mehdi Sookhak; Mohd Ridzwan Yaakub (IEEE Access, 2020)

Taxonomy of Link Prediction for Social Network Analysis: A Review. - Herman Yuliansyah; Zulaiha Ali Othman; Azuraliza Abu Bakar (IEEE Access, 2020)

Varying density method for data stream clustering. - Maryam Mousavi; Hassan Khotanlou; Azuraliza Abu Bakar; Mohammadmahdi Vakilian (Appl. Soft Comput., 2020)

A New Real-Time Link Prediction Method Based on User Community Changes in Online Social Networks. - Amin Mahmoudi; Mohd Ridzwan Yaakub; Azuraliza Abu Bakar (Comput. J., 2020)

Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (Inf. Process. Manag., 2020)

Sequel movie revenue prediction model based on sentiment analysis. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub; Mohammad Darwich (Data Technol. Appl., 2020)

A Survey on Machine Learning Techniques in Movie Revenue Prediction. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub; Shamsuddeen Hassan Muhammad (SN Comput. Sci., 2020)

An Interrelated Decision-Making Model for an Intelligent Decision Support System in Healthcare. - Normadiah Binti Mahiddin; Zulaiha Ali Othman; Azuraliza Abu Bakar; Nur Arzuar Abdul Rahim (IEEE Access, 2022)

A Systematic Review of Density Grid-Based Clustering for Data Streams. - Mustafa Tareq; Elankovan A. Sundararajan; Aaron Harwood; Azuraliza Abu Bakar (IEEE Access, 2022)

Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis. - Mohammed Alweshah; Saleh Alkhalaileh; Mohammed Azmi Al-Betar; Azuraliza Abu Bakar (Knowl. Based Syst., 2022)

A Novel Approach for Data Feature Weighting Using Correlation Coefficients and Min-Max Normalization. - Mohammed Shantal; Zalinda Othman; Azuraliza Abu Bakar (Symmetry, 2023)

Detecting Community Through User Similarity Analysis on Twitter. - Md Ahsan Ul Hasan; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (IMCOM, 2024)

CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis. - Makera Moayad Aziz; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (J. King Saud Univ. Comput. Inf. Sci., 2024)

Incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining. - Makera Moayad Aziz; Mohd Ridzwan Yaakub; Azuraliza Abu Bakar (Neural Comput. Appl., 2024)

Enhancing churn forecasting with sentiment analysis of steam reviews. - Shuzlina Abdul-Rahman; Muhamad Faidi Akif Md Ali; Azuraliza Abu Bakar; Sofianita Mutalib (Soc. Netw. Anal. Min., 2024)

Missing data imputation using correlation coefficient and min-max normalization weighting. - Mohammed Shantal; Zalinda Othman; Azuraliza Abu Bakar (Intell. Data Anal., 2025)