Azuraliza Abu Bakar

105 papers C 12Journal 45Unranked 46
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing link prediction model for seller product selection in E-commerce: A bipartite and tripartite network approach with domain-specific integration.
J. King Saud Univ. Comput. Inf. Sci.
Ivan Michael Siregar, Zulaiha Ali Othman, Azuraliza Abu Bakar
2025 J jnl
Missing data imputation using correlation coefficient and min-max normalization weighting.
Intell. Data Anal.
Mohammed Shantal, Zalinda Othman, Azuraliza Abu Bakar
2025 — conf
Towards Human-Like Sarcasm Recognition: A Context-Enriched Transformer Based Framework.
AIBC
Muhammad Iqbal Abu Latiffi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2024 J jnl
CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis.
J. King Saud Univ. Comput. Inf. Sci.
Makera Moayad Aziz, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2024 — conf
Detecting Community Through User Similarity Analysis on Twitter.
IMCOM
Md Ahsan Ul Hasan, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2024 J jnl
Enhancing churn forecasting with sentiment analysis of steam reviews.
Soc. Netw. Anal. Min.
Shuzlina Abdul-Rahman, Muhamad Faidi Akif Md Ali, Azuraliza Abu Bakar, Sofianita Mutalib
2024 J jnl
Incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining.
Neural Comput. Appl.
Makera Moayad Aziz, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2023 J jnl
A Novel Approach for Data Feature Weighting Using Correlation Coefficients and Min-Max Normalization.
Symmetry
Mohammed Shantal, Zalinda Othman, Azuraliza Abu Bakar
2022 J jnl
A Systematic Review of Density Grid-Based Clustering for Data Streams.
IEEE Access
Mustafa Tareq, Elankovan A. Sundararajan, Aaron Harwood, Azuraliza Abu Bakar
2022 J jnl
An Interrelated Decision-Making Model for an Intelligent Decision Support System in Healthcare.
IEEE Access
Normadiah Binti Mahiddin, Zulaiha Ali Othman, Azuraliza Abu Bakar, Nur Arzuar Abdul Rahim
2022 J jnl
Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis.
Knowl. Based Syst.
Mohammed Alweshah, Saleh Alkhalaileh, Mohammed Azmi Al-Betar, Azuraliza Abu Bakar
2020 J jnl
A Hybrid Metaheuristic Method in Training Artificial Neural Network for Bankruptcy Prediction.
IEEE Access
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2020 J jnl
A New Real-Time Link Prediction Method Based on User Community Changes in Online Social Networks.
Comput. J.
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2020 J jnl
A Survey on Machine Learning Techniques in Movie Revenue Prediction.
SN Comput. Sci.
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Shamsuddeen Hassan Muhammad
2020 J jnl
A Temporal User Attribute-Based Algorithm to Detect Communities in Online Social Networks.
IEEE Access
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub
2020 J jnl
Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews.
Inf. Process. Manag.
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2020 J jnl
Sequel movie revenue prediction model based on sentiment analysis.
Data Technol. Appl.
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Mohammad Darwich
2020 J jnl
Taxonomy of Link Prediction for Social Network Analysis: A Review.
IEEE Access
Herman Yuliansyah, Zulaiha Ali Othman, Azuraliza Abu Bakar
2020 J jnl
Varying density method for data stream clustering.
Appl. Soft Comput.
Maryam Mousavi, Hassan Khotanlou, Azuraliza Abu Bakar, Mohammadmahdi Vakilian
2019 J jnl
A review of feature selection techniques in sentiment analysis.
Intell. Data Anal.
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2019 J jnl
Ant colony optimization for text feature selection in sentiment analysis.
Intell. Data Anal.
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2019 J jnl
Hybrid N-gram model using Naïve Bayes for classification of political sentiments on Twitter.
Neural Comput. Appl.
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
2019 — conf
Recent Developments on Evolutionary Computation Techniques to Feature Construction.
ACIIDS (Extended Posters)
Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar
2019 J jnl
The Relationship between Online Social Network Ties and User Attributes.
ACM Trans. Knowl. Discov. Data
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2018 J jnl
A new method to discretize time to identify the milestones of online social networks.
Soc. Netw. Anal. Min.
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2018 J jnl
An enhanced feature representation based on linear regression model for stock market prediction.
Intell. Data Anal.
Hani A. K. Ihlayyel, Nurfadhlina Mohd Sharef, Mohd Zakree Ahmed Nazri, Azuraliza Abu Bakar
2018 J jnl
An improved method to enhance protein structural class prediction using their secondary structure sequences and genetic algorithm.
Int. J. Bioinform. Res. Appl.
Mohammed Hasan Aldulaimi, Suhaila Zainudin, Azuraliza Abu Bakar
2018 J jnl
Enhanced Filter Feature Selection Methods for Arabic Text Categorization.
Int. J. Inf. Retr. Res.
Abdullah S. Ghareb, Azuraliza Abu Bakar, Qasem A. Al-Radaideh, Abdul Razak Hamdan
2018 J jnl
New time-based model to identify the influential users in online social networks.
Data Technol. Appl.
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
2016 J jnl
An upper and lower CUSUM for signal normalization in the dendritic cell algorithm.
Evol. Intell.
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
2016 J jnl
Hybrid feature selection based on enhanced genetic algorithm for text categorization.
Expert Syst. Appl.
Abdullah S. Ghareb, Azuraliza Abu Bakar, Abdul Razak Hamdan
2015 J jnl
A WK-means Approach for Clustering.
Int. Arab J. Inf. Technol.
Fatemeh Boobord, Zalinda Othman, Azuraliza Abu Bakar
2015 J jnl
A case-based reasoning approach for pattern detection in Malaysia rainfall data.
Int. J. Big Data Intell.
Almahdi Mohammed Alshareef, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Mohammed Alweshah
2015 J jnl
A text mining system for deviation detection in financial documents.
Intell. Data Anal.
Siti Sakira Kamaruddin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman, Ghassan Saleh Hussein
2015 — conf
An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection.
SCDS
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
2015 — conf
Comparative Analysis of Different Versions of Association Rule Mining Algorithm on AWS-EC2.
IVIC
Ahamed Lebbe Sayeth Saabith, Elankovan Sundararajan, Azuraliza Abu Bakar
2015 — conf
Fuzzy-Based Shapelets for Mining Climate Change Time Series Patterns.
IVIC
Ghassan Saleh Al-Dharhani, Zulaiha Ali Othman, Azuraliza Abu Bakar, Sharifah Mastura Syed Abdullah
2015 J jnl
Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means.
Intell. Data Anal.
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman
2014 — conf
An Evaluation of Feature Selection Technique for Dendrite Cell Algorithm.
ICITCS
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
2014 J jnl
Fast dynamic clustering SOAP messages based compression and aggregation model for enhanced performance of Web services.
J. Netw. Comput. Appl.
Ahmed Mohammed Abbas, Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri
2014 J jnl
Frequent positive and negative (FPN) itemset approach for outlier detection.
Intell. Data Anal.
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
2014 J jnl
Multi-objective PSO algorithm for mining numerical association rules without a priori discretization.
Expert Syst. Appl.
Vahid Beiranvand, Mohamad Mobasher-Kashani, Azuraliza Abu Bakar
2014 J jnl
Outbreak detection model based on danger theory.
Appl. Soft Comput.
Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan
2013 — conf
Frequent Positive and Negative Itemsets Approach for Network Intrusion Detection.
M-CAIT
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
2013 — conf
Neural Network Algorithm Variants for Malaysian Weather Prediction.
M-CAIT
Siti Nur Kamaliah Kamarudin, Azuraliza Abu Bakar
2013 — conf
Optimizing Big Data in Bioinformatics with Swarm Algorithms.
CSE
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
2013 — ed.
Soft Computing Applications and Intelligent Systems - Second International Multi-Conference on Artificial Intelligence Technology, M-CAIT 2013, Shah Alam, Malaysia, August 28-29, 2013. Proceedings
M-CAIT
Shahrul Azman Noah, Azizi Abdullah, Haslina Arshad, Azuraliza Abu Bakar, Zulaiha Ali Othman, Shahnorbanun Sahran, Nazlia Omar, Zalinda Othman
2013 — conf
The Effect of Normalization for Real Value Negative Selection Algorithm.
M-CAIT
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
2012 — ed.
4th Conference on Data Mining and Optimization, DMO 2012, Langkawi, Malaysia, September 2-4, 2012
DMO
Abdul Razak Hamdan, Siti Mariyam Shamsuddin, Azuraliza Abu Bakar, Zulaiha Ali Othman, Fazel Famili, Mohd Zakree Ahmad Nazri, Salwani Abdullah, Mohamed Rawidean Mohd Kassim
2012 J jnl
An intelligent data pre-processing of complex datasets.
Intell. Data Anal.
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
2012 J jnl
Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function.
Intell. Data Anal.
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
2012 — conf
Discovering frequent serial episodes in symbolic sequences for rainfall dataset.
DMO
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Othman Jaafar
2012 C conf
Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method.
ISDA
Faizah Shaari, Azmi Ahmad, Azuraliza Abu Bakar
2012 — conf
Mining positive and Negative Association Rules from interesting frequent and infrequent itemsets.
FSKD
Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar, Anis Suhailis Abdul Kadir
2012 J jnl
RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia.
Expert Syst. Appl.
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud
2012 — conf
Text associative classification approach for mining Arabic data set.
DMO
Abdullah S. Ghareb, Abdul Razak Hamdan, Azuraliza Abu Bakar
2012 — conf
Triangle Counting Approach for graph-based Association Rules Mining.
FSKD
Yazan Alaya Jameel Al-Khassawneh, Azuraliza Abu Bakar, Suhaila Zainudin
2011 J jnl
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network.
Nat. Comput.
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah
2011 J jnl
An agent model for rough classifiers.
Appl. Soft Comput.
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof, Ruhaizan Ismail
2011 — conf
Classification models for outbreak detection in oil and gas pollution area.
ICEEI
Azuraliza Abu Bakar, Nurfathehah Idris, Abdul Razak Hamdan, Zalinda Othman, Mohd Zakri Ahmad Nazari, Suhaila Zainudin
2011 C conf
Frequent absence and presence itemset for negative association rule mining.
ISDA
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
2011 — conf
MYNDA - An Intelligent Data Mining Application Generator.
IVIC (2)
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
2011 — conf
Predictive models for dengue outbreak using multiple rulebase classifiers.
ICEEI
Azuraliza Abu Bakar, Zuriyah Kefli, Salwani Abdullah, Mazrura Sahani
2011 C conf
Velocity-based reinitialisation approach in Particle Swarm Optimisation for feature selection.
HIS
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
2010 C conf
A Rough set outlier detection based on Particle Swarm Optimization.
ISDA
Misinem, Abdul Razak Hamdan, Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri
2010 — conf
An Improved Rough Clustering Using Discernibility Based Initial Seed Computation.
ADMA (1)
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman
2010 C conf
Ant Colony reduction with modified rules generation for rough classification model.
ISDA
Azuraliza Abu Bakar, Salwani Abdullah, Faizah Patahol Rahman, Abdul Razak Hamdan
2010 C conf
Associative prediction model and clustering for product forecast data.
ISDA
Ruhaizan Ismail, Zalinda Othman, Azuraliza Abu Bakar
2010 — conf
Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text.
RSKT
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar
2010 — conf
Data Classification Using Rough Sets and Naïve Bayes.
RSKT
Khadija Al-Aidaroos, Azuraliza Abu Bakar, Zalinda Othman
2010 — conf
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique.
ADMA (2)
Shahriyah Nyak Saad Ali, Ahmad Mahir Razali, Azuraliza Abu Bakar, Nur Riza Suradi
2010 — conf
Development of RP
KES (4)
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud
2010 C conf
Development of knowledge model for insurance product decision using the associative classification approach.
ISDA
Azuraliza Abu Bakar, Zalinda Othman, Mohd Saiful Nizam Md Yusoff, Ruhaizan Ismail
2010 — conf
Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach.
ADMA (1)
Azuraliza Abu Bakar, Almahdi Mohammed Ahmed, Abdul Razak Hamdan
2010 C conf
Improved SAX time series data representation based on Relative Frequency and K-Nearest Neighbor Algorithm.
ISDA
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan
2010 C conf
Improving signature detection classification model using features selection based on customized features.
ISDA
Zulaiha Ali Othman, Azuraliza Abu Bakar, Intesar Etubal
2010 C conf
Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection.
ISDA
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
2010 — conf
Multiple Attribute Frequent Mining-Based for Dengue Outbreak.
ADMA (1)
Zalizah Awang Long, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mazrura Sahani
2010 — conf
Multivariate filter and PSO in protein function classification.
SoCPaR
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
2009 — conf
A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network.
ICARIS
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah
2009 C conf
A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation.
ADMA
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
2009 — conf
A classification of "Gracilaria changii" protein sequences using back-propagation classifier.
DMO
Nur Shazila Mohamed, Zulaiha Ali Othman, Azuraliza Abu Bakar
2009 — conf
Building a new taxonomy for data discretization techniques.
DMO
Azuraliza Abu Bakar, Zulaiha Ali Othman, Nor Liyana Mohd Shuib
2009 — conf
Capturing uncertainty in associative classification model.
DMO
Yun-Huoy Choo, Azuraliza Abu Bakar, Azah Kamilah Muda
2009 — conf
Conceptual Graph Interchange Format for Mining Financial Statements.
RSKT
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
2009 — conf
Data mining in production planning and scheduling: A review.
DMO
Ruhaizan Ismail, Zalinda Othman, Azuraliza Abu Bakar
2009 — conf
Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory.
RSKT
Zulaiha Ali Othman, Azuraliza Abu Bakar, Zalinda Othman, Suzanna Rosli
2009 — conf
Dissimilarity algorithm on conceptual graphs to mine text outliers.
DMO
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
2009 — conf
Dynamic data discretization technique based on frequency and K-Nearest Neighbour algorithm.
DMO
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan
2009 — conf
Experimental Study of Different FSAs in Classifying Protein Function.
SoCPaR
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
2009 — conf
Filter-wrapper approach to feature selection using RST-DPSO for mining protein function.
DMO
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
2009 — conf
Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment.
IVIC
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, Azizah Jaafar, M. Y. Nor Faezah, W. O. Choo, Chew Abdullah, B. Sopian
2009 — conf
On New Concept in Computation of Reduct in Rough Sets Theory.
RSKT
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
2009 J jnl
Outlier detection based on rough sets theory.
Intell. Data Anal.
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
2009 — conf
Parameter setting procedure via quick parameter evaluation in frequent pattern mining for outbreak detection.
DMO
Zalizah Awang Long, Abdul Razak Hamdan, Azuraliza Abu Bakar
2008 C conf
A Rough-Apriori Technique in Mining Linguistic Association Rules.
ADMA
Yun-Huoy Choo, Azuraliza Abu Bakar, Abdul Razak Hamdan
2008 — conf
An Agent Based Rough Classifier for Data Mining.
ISDA (1)
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof, Ruhaizan Ismail
2008 — conf
An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA.
ISDA (1)
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar
2008 — conf
Flexible Immune Network Recognition System for Mining Heterogeneous Data.
ICARIS
Mazidah Puteh, Abdul Razak Hamdan, Khairuddin Omar, Azuraliza Abu Bakar
2008 — conf
Immune Network for Classifying Heterogeneous Data.
ISDA (2)
Mazidah Puteh, Khairuddin Omar, Abdul Razak Hamdan, Azuraliza Abu Bakar
2008 J jnl
The fitness-rough: A new attribute reduction method based on statistical and rough set theory.
Intell. Data Anal.
Yun-Huoy Choo, Azuraliza Abu Bakar, Abdul Razak Hamdan
2007 — conf
Discovery of Non-Interesting Attribute in Mining Outliers Pattern.
ICCSA Workshops
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
2005 — conf
Information Filtering Using Rough Set Approach.
CITA
Faudziah Ahmad, Abdul Razak Hamdan, Azuraliza Abu Bakar
2002 J jnl
Propositional Satisfiability Algorithm to Find Minimal Reducts for Data Mining.
Int. J. Comput. Math.
Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat
2001 J jnl
IP algorithms in compact rough classification modeling.
Intell. Data Anal.
Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat