Azuraliza Abu Bakar

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 27

Top Topics

Social Networks

Sentiment Analysis

Feature Selection

Top Venues

Intell. Data Anal.

Data Technol. Appl.

Appl. Soft Comput.

Publications

Makera Moayad Aziz, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
Incorporating syntax information into attention mechanism vector for improved aspect-based opinion mining. Neural Comput. Appl. 36 (22) (2024)
Md Ahsan Ul Hasan, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
Detecting Community Through User Similarity Analysis on Twitter. IMCOM (2024)
Makera Moayad Aziz, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
CoreNLP dependency parsing and pattern identification for enhanced opinion mining in aspect-based sentiment analysis. J. King Saud Univ. Comput. Inf. Sci. 36 (5) (2024)
Mohammed Shantal, Zalinda Othman, Azuraliza Abu Bakar
A Novel Approach for Data Feature Weighting Using Correlation Coefficients and Min-Max Normalization. Symmetry 15 (12) (2023)
Mohammed Alweshah, Saleh Alkhalaileh, Mohammed Azmi Al-Betar, Azuraliza Abu Bakar
Coronavirus herd immunity optimizer with greedy crossover for feature selection in medical diagnosis. Knowl. Based Syst. 235 (2022)
Mustafa Tareq, Elankovan A. Sundararajan, Aaron Harwood, Azuraliza Abu Bakar
A Systematic Review of Density Grid-Based Clustering for Data Streams. IEEE Access 10 (2022)
Normadiah Binti Mahiddin, Zulaiha Ali Othman, Azuraliza Abu Bakar, Nur Arzuar Abdul Rahim
An Interrelated Decision-Making Model for an Intelligent Decision Support System in Healthcare. IEEE Access 10 (2022)
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Mohammad Darwich
Sequel movie revenue prediction model based on sentiment analysis. Data Technol. Appl. 54 (5) (2020)
Herman Yuliansyah, Zulaiha Ali Othman, Azuraliza Abu Bakar
Taxonomy of Link Prediction for Social Network Analysis: A Review. IEEE Access 8 (2020)
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
A Hybrid Metaheuristic Method in Training Artificial Neural Network for Bankruptcy Prediction. IEEE Access 8 (2020)
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Shamsuddeen Hassan Muhammad
A Survey on Machine Learning Techniques in Movie Revenue Prediction. SN Comput. Sci. 1 (4) (2020)
Maryam Mousavi, Hassan Khotanlou, Azuraliza Abu Bakar, Mohammadmahdi Vakilian
Varying density method for data stream clustering. Appl. Soft Comput. 97 (Part B) (2020)
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews. Inf. Process. Manag. 57 (5) (2020)
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub
A Temporal User Attribute-Based Algorithm to Detect Communities in Online Social Networks. IEEE Access 8 (2020)
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
A New Real-Time Link Prediction Method Based on User Community Changes in Online Social Networks. Comput. J. 63 (3) (2020)
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
Hybrid N-gram model using Naïve Bayes for classification of political sentiments on Twitter. Neural Comput. Appl. 31 (12) (2019)
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
Ant colony optimization for text feature selection in sentiment analysis. Intell. Data Anal. 23 (1) (2019)
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
A review of feature selection techniques in sentiment analysis. Intell. Data Anal. 23 (1) (2019)
Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar
Recent Developments on Evolutionary Computation Techniques to Feature Construction. ACIIDS (Extended Posters) (2019)
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
The Relationship between Online Social Network Ties and User Attributes. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
A new method to discretize time to identify the milestones of online social networks. Soc. Netw. Anal. Min. 8 (1) (2018)
Abdullah S. Ghareb, Azuraliza Abu Bakar, Qasem A. Al-Radaideh, Abdul Razak Hamdan
Enhanced Filter Feature Selection Methods for Arabic Text Categorization. Int. J. Inf. Retr. Res. 8 (2) (2018)
Hani A. K. Ihlayyel, Nurfadhlina Mohd Sharef, Mohd Zakree Ahmed Nazri, Azuraliza Abu Bakar
An enhanced feature representation based on linear regression model for stock market prediction. Intell. Data Anal. 22 (1) (2018)
Mohammed Hasan Aldulaimi, Suhaila Zainudin, Azuraliza Abu Bakar
An improved method to enhance protein structural class prediction using their secondary structure sequences and genetic algorithm. Int. J. Bioinform. Res. Appl. 14 (4) (2018)
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar
New time-based model to identify the influential users in online social networks. Data Technol. Appl. 52 (2) (2018)
Abdullah S. Ghareb, Azuraliza Abu Bakar, Abdul Razak Hamdan
Hybrid feature selection based on enhanced genetic algorithm for text categorization. Expert Syst. Appl. 49 (2016)
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
An upper and lower CUSUM for signal normalization in the dendritic cell algorithm. Evol. Intell. 9 (1-2) (2016)
Fatemeh Boobord, Zalinda Othman, Azuraliza Abu Bakar
A WK-means Approach for Clustering. Int. Arab J. Inf. Technol. 12 (5) (2015)
Siti Sakira Kamaruddin, Azuraliza Abu Bakar, Abdul Razak Hamdan, Fauzias Mat Nor, Mohd Zakree Ahmad Nazri, Zulaiha Ali Othman, Ghassan Saleh Hussein
A text mining system for deviation detection in financial documents. Intell. Data Anal. 19 (s1) (2015)
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman
Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means. Intell. Data Anal. 19 (4) (2015)
Almahdi Mohammed Alshareef, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Mohammed Alweshah
A case-based reasoning approach for pattern detection in Malaysia rainfall data. Int. J. Big Data Intell. 2 (4) (2015)
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection. SCDS (2015)
Ahamed Lebbe Sayeth Saabith, Elankovan Sundararajan, Azuraliza Abu Bakar
Comparative Analysis of Different Versions of Association Rule Mining Algorithm on AWS-EC2. IVIC (2015)
Ghassan Saleh Al-Dharhani, Zulaiha Ali Othman, Azuraliza Abu Bakar, Sharifah Mastura Syed Abdullah
Fuzzy-Based Shapelets for Mining Climate Change Time Series Patterns. IVIC (2015)
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
Frequent positive and negative (FPN) itemset approach for outlier detection. Intell. Data Anal. 18 (6) (2014)
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
An Evaluation of Feature Selection Technique for Dendrite Cell Algorithm. ICITCS (2014)
Ahmed Mohammed Abbas, Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri
Fast dynamic clustering SOAP messages based compression and aggregation model for enhanced performance of Web services. J. Netw. Comput. Appl. 41 (2014)
Vahid Beiranvand, Mohamad Mobasher-Kashani, Azuraliza Abu Bakar
Multi-objective PSO algorithm for mining numerical association rules without a priori discretization. Expert Syst. Appl. 41 (9) (2014)
Mohamad Farhan Mohamad Mohsin, Azuraliza Abu Bakar, Abdul Razak Hamdan
Outbreak detection model based on danger theory. Appl. Soft Comput. 24 (2014)
Mohamad Farhan Mohamad Mohsin, Abdul Razak Hamdan, Azuraliza Abu Bakar
The Effect of Normalization for Real Value Negative Selection Algorithm. M-CAIT (2013)
Siti Nur Kamaliah Kamarudin, Azuraliza Abu Bakar
Neural Network Algorithm Variants for Malaysian Weather Prediction. M-CAIT (2013)
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
Optimizing Big Data in Bioinformatics with Swarm Algorithms. CSE (2013)
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
Frequent Positive and Negative Itemsets Approach for Network Intrusion Detection. M-CAIT (2013)
Faizah Shaari, Azmi Ahmad, Azuraliza Abu Bakar
Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method. ISDA (2012)
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud
RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia. Expert Syst. Appl. 39 (3) (2012)
Idheba Mohamad Ali O. Swesi, Azuraliza Abu Bakar, Anis Suhailis Abdul Kadir
Mining positive and Negative Association Rules from interesting frequent and infrequent itemsets. FSKD (2012)
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
An intelligent data pre-processing of complex datasets. Intell. Data Anal. 16 (2) (2012)
Yazan Alaya Jameel Al-Khassawneh, Azuraliza Abu Bakar, Suhaila Zainudin
Triangle Counting Approach for graph-based Association Rules Mining. FSKD (2012)
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan, Sharifah Mastura Syed Abdullah, Othman Jaafar
Discovering frequent serial episodes in symbolic sequences for rainfall dataset. DMO (2012)
Abdullah S. Ghareb, Abdul Razak Hamdan, Azuraliza Abu Bakar
Text associative classification approach for mining Arabic data set. DMO (2012)
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function. Intell. Data Anal. 16 (3) (2012)
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
Velocity-based reinitialisation approach in Particle Swarm Optimisation for feature selection. HIS (2011)
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network. Nat. Comput. 10 (1) (2011)
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof, Ruhaizan Ismail
An agent model for rough classifiers. Appl. Soft Comput. 11 (2) (2011)
Azuraliza Abu Bakar, Nurfathehah Idris, Abdul Razak Hamdan, Zalinda Othman, Mohd Zakri Ahmad Nazari, Suhaila Zainudin
Classification models for outbreak detection in oil and gas pollution area. ICEEI (2011)
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
MYNDA - An Intelligent Data Mining Application Generator. IVIC (2) (2011)
Anis Suhailis Abdul Kadir, Azuraliza Abu Bakar, Abdul Razak Hamdan
Frequent absence and presence itemset for negative association rule mining. ISDA (2011)
Azuraliza Abu Bakar, Zuriyah Kefli, Salwani Abdullah, Mazrura Sahani
Predictive models for dengue outbreak using multiple rulebase classifiers. ICEEI (2011)
Misinem, Abdul Razak Hamdan, Azuraliza Abu Bakar, Mohd Zakree Ahmad Nazri
A Rough set outlier detection based on Particle Swarm Optimization. ISDA (2010)
Azuraliza Abu Bakar, Zalinda Othman, Mohd Saiful Nizam Md Yusoff, Ruhaizan Ismail
Development of knowledge model for insurance product decision using the associative classification approach. ISDA (2010)
Leila Ooshaksaraie, Noor Ezlin Ahmad Basri, Azuraliza Abu Bakar, Khairul Nizam Abdul Maulud
CA-EMP, a Knowledge-Based System for Applying Environmental Management Plan (EMP) in the Malaysian Construction Industry. KES (4) (2010)
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
Multivariate filter and PSO in protein function classification. SoCPaR (2010)
Azuraliza Abu Bakar, Almahdi Mohammed Ahmed, Abdul Razak Hamdan
Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach. ADMA (1) (2010)
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan
Improved SAX time series data representation based on Relative Frequency and K-Nearest Neighbor Algorithm. ISDA (2010)
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection. ISDA (2010)
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar
Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text. RSKT (2010)
Zalizah Awang Long, Azuraliza Abu Bakar, Abdul Razak Hamdan, Mazrura Sahani
Multiple Attribute Frequent Mining-Based for Dengue Outbreak. ADMA (1) (2010)
Zulaiha Ali Othman, Azuraliza Abu Bakar, Intesar Etubal
Improving signature detection classification model using features selection based on customized features. ISDA (2010)
Shahriyah Nyak Saad Ali, Ahmad Mahir Razali, Azuraliza Abu Bakar, Nur Riza Suradi
Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique. ADMA (2) (2010)
Ruhaizan Ismail, Zalinda Othman, Azuraliza Abu Bakar
Associative prediction model and clustering for product forecast data. ISDA (2010)
Khadija Al-Aidaroos, Azuraliza Abu Bakar, Zalinda Othman
Data Classification Using Rough Sets and Naïve Bayes. RSKT (2010)
Djoko Budiyanto Setyohadi, Azuraliza Abu Bakar, Zulaiha Ali Othman
An Improved Rough Clustering Using Discernibility Based Initial Seed Computation. ADMA (1) (2010)
Azuraliza Abu Bakar, Salwani Abdullah, Faizah Patahol Rahman, Abdul Razak Hamdan
Ant Colony reduction with modified rules generation for rough classification model. ISDA (2010)
Shuzlina Abdul Rahman, Zeti-Azura Mohamed-Hussein, Azuraliza Abu Bakar
Experimental Study of Different FSAs in Classifying Protein Function. SoCPaR (2009)
Zulaiha Ali Othman, Azuraliza Abu Bakar, Zalinda Othman, Suzanna Rosli
Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory. RSKT (2009)
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar, Salwani Abdullah
A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network. ICARIS (2009)
Ruhaizan Ismail, Zalinda Othman, Azuraliza Abu Bakar
Data mining in production planning and scheduling: A review. DMO (2009)
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
Conceptual Graph Interchange Format for Mining Financial Statements. RSKT (2009)
Azuraliza Abu Bakar, Zulaiha Ali Othman, Nor Liyana Mohd Shuib
Building a new taxonomy for data discretization techniques. DMO (2009)
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation. ADMA (2009)
Almahdi Mohammed Ahmed, Azuraliza Abu Bakar, Abdul Razak Hamdan
Dynamic data discretization technique based on frequency and K-Nearest Neighbour algorithm. DMO (2009)
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
Outlier detection based on rough sets theory. Intell. Data Anal. 13 (2) (2009)
Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
Filter-wrapper approach to feature selection using RST-DPSO for mining protein function. DMO (2009)
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
On New Concept in Computation of Reduct in Rough Sets Theory. RSKT (2009)
Zalizah Awang Long, Abdul Razak Hamdan, Azuraliza Abu Bakar
Parameter setting procedure via quick parameter evaluation in frequent pattern mining for outbreak detection. DMO (2009)
Yun-Huoy Choo, Azuraliza Abu Bakar, Azah Kamilah Muda
Capturing uncertainty in associative classification model. DMO (2009)
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
Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment. IVIC (2009)
Nur Shazila Mohamed, Zulaiha Ali Othman, Azuraliza Abu Bakar
A classification of "Gracilaria changii" protein sequences using back-propagation classifier. DMO (2009)
Siti Sakira Kamaruddin, Abdul Razak Hamdan, Azuraliza Abu Bakar, Fauzias Mat Nor
Dissimilarity algorithm on conceptual graphs to mine text outliers. DMO (2009)
Yun-Huoy Choo, Azuraliza Abu Bakar, Abdul Razak Hamdan
The fitness-rough: A new attribute reduction method based on statistical and rough set theory. Intell. Data Anal. 12 (1) (2008)
Yun-Huoy Choo, Azuraliza Abu Bakar, Abdul Razak Hamdan
A Rough-Apriori Technique in Mining Linguistic Association Rules. ADMA (2008)
Mazidah Puteh, Khairuddin Omar, Abdul Razak Hamdan, Azuraliza Abu Bakar
Immune Network for Classifying Heterogeneous Data. ISDA (2) (2008)
Mohd Zakree Ahmad Nazri, Siti Mariyam Hj. Shamsuddin, Azuraliza Abu Bakar
An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA. ISDA (1) (2008)
Mazidah Puteh, Abdul Razak Hamdan, Khairuddin Omar, Azuraliza Abu Bakar
Flexible Immune Network Recognition System for Mining Heterogeneous Data. ICARIS (2008)
Azuraliza Abu Bakar, Zulaiha Ali Othman, Abdul Razak Hamdan, Rozianiwati Yusof, Ruhaizan Ismail
An Agent Based Rough Classifier for Data Mining. ISDA (1) (2008)
Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan
Discovery of Non-Interesting Attribute in Mining Outliers Pattern. ICCSA Workshops (2007)
Faudziah Ahmad, Abdul Razak Hamdan, Azuraliza Abu Bakar
Information Filtering Using Rough Set Approach. CITA (2005)
Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat
Propositional Satisfiability Algorithm to Find Minimal Reducts for Data Mining. Int. J. Comput. Math. 79 (4) (2002)
Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat
IP algorithms in compact rough classification modeling. Intell. Data Anal. 5 (5) (2001)