Azuraliza Abu Bakar

According to our database1, Azuraliza Abu Bakar authored at least 79 papers between 2001 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
The Relationship between Online Social Network Ties and User Attributes.
TKDD, 2019

A review of feature selection techniques in sentiment analysis.
Intell. Data Anal., 2019

Ant colony optimization for text feature selection in sentiment analysis.
Intell. Data Anal., 2019

Recent Developments on Evolutionary Computation Techniques to Feature Construction.
Proceedings of the Intelligent Information and Database Systems: Recent Developments, 2019

2018
A new method to discretize time to identify the milestones of online social networks.
Social Netw. Analys. Mining, 2018

New time-based model to identify the influential users in online social networks.
Data Technol. Appl., 2018

Enhanced Filter Feature Selection Methods for Arabic Text Categorization.
IJIRR, 2018

An improved method to enhance protein structural class prediction using their secondary structure sequences and genetic algorithm.
IJBRA, 2018

An enhanced feature representation based on linear regression model for stock market prediction.
Intell. Data Anal., 2018

2016
An upper and lower CUSUM for signal normalization in the dendritic cell algorithm.
Evolutionary Intelligence, 2016

Hybrid feature selection based on enhanced genetic algorithm for text categorization.
Expert Syst. Appl., 2016

2015
A case-based reasoning approach for pattern detection in Malaysia rainfall data.
IJBDI, 2015

Optimization overlap clustering based on the hybrid rough discernibility concept and rough K-Means.
Intell. Data Anal., 2015

A text mining system for deviation detection in financial documents.
Intell. Data Anal., 2015

A WK-means Approach for Clustering.
Int. Arab J. Inf. Technol., 2015

Comparative Analysis of Different Versions of Association Rule Mining Algorithm on AWS-EC2.
Proceedings of the Advances in Visual Informatics, 2015

Fuzzy-Based Shapelets for Mining Climate Change Time Series Patterns.
Proceedings of the Advances in Visual Informatics, 2015

2014
Fast dynamic clustering SOAP messages based compression and aggregation model for enhanced performance of Web services.
J. Network and Computer Applications, 2014

Frequent positive and negative (FPN) itemset approach for outlier detection.
Intell. Data Anal., 2014

Multi-objective PSO algorithm for mining numerical association rules without a priori discretization.
Expert Syst. Appl., 2014

Outbreak detection model based on danger theory.
Appl. Soft Comput., 2014

An Evaluation of Feature Selection Technique for Dendrite Cell Algorithm.
Proceedings of the 2014 International Conference on IT Convergence and Security, 2014

2013
Optimizing Big Data in Bioinformatics with Swarm Algorithms.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012
An intelligent data pre-processing of complex datasets.
Intell. Data Anal., 2012

Deviation detection in text using conceptual graph interchange format and error tolerance dissimilarity function.
Intell. Data Anal., 2012

RP3CA: An expert system applied in stormwater management plan for construction sites in Malaysia.
Expert Syst. Appl., 2012

Finding meaningful outliers by incorporating negative association rules in Frequent Pattern Outlier Detection Method.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Mining positive and Negative Association Rules from interesting frequent and infrequent itemsets.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Triangle Counting Approach for graph-based Association Rules Mining.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Text associative classification approach for mining Arabic data set.
Proceedings of the 4th Conference on Data Mining and Optimization, 2012

Discovering frequent serial episodes in symbolic sequences for rainfall dataset.
Proceedings of the 4th Conference on Data Mining and Optimization, 2012

2011
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network.
Natural Computing, 2011

An agent model for rough classifiers.
Appl. Soft Comput., 2011

MYNDA - An Intelligent Data Mining Application Generator.
Proceedings of the Visual Informatics: Sustaining Research and Innovations, 2011

Frequent absence and presence itemset for negative association rule mining.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Predictive models for dengue outbreak using multiple rulebase classifiers.
Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Classification models for outbreak detection in oil and gas pollution area.
Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Velocity-based reinitialisation approach in Particle Swarm Optimisation for feature selection.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010
Multivariate filter and PSO in protein function classification.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Clonal Selection Algorithm for Learning Concept Hierarchy from Malay Text.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Data Classification Using Rough Sets and Naïve Bayes.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Development of RP3CA-EMP, a Knowledge-Based System for Applying Environmental Management Plan (EMP) in the Malaysian Construction Industry.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Integrating Rough Set Theory and Particle Swarm Optimisation in feature selection.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Improving signature detection classification model using features selection based on customized features.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

A Rough set outlier detection based on Particle Swarm Optimization.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Associative prediction model and clustering for product forecast data.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Development of knowledge model for insurance product decision using the associative classification approach.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Ant Colony reduction with modified rules generation for rough classification model.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Improved SAX time series data representation based on Relative Frequency and K-Nearest Neighbor Algorithm.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

An Improved Rough Clustering Using Discernibility Based Initial Seed Computation.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

Multiple Attribute Frequent Mining-Based for Dengue Outbreak.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

Discretization of Time Series Dataset Using Relative Frequency and K-Nearest Neighbor Approach.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
Outlier detection based on rough sets theory.
Intell. Data Anal., 2009

Experimental Study of Different FSAs in Classifying Protein Function.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

On New Concept in Computation of Reduct in Rough Sets Theory.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Development of the Data Preprocessing Agent's Knowledge for Data Mining Using Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Conceptual Graph Interchange Format for Mining Financial Statements.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Multi-tiered S-SOA, Parameter-Driven New Islamic Syariah Products of Holistic Islamic Banking System (HiCORE): Virtual Banking Environment.
Proceedings of the Visual Informatics: Bridging Research and Practice, 2009

A Hybrid Approach for Learning Concept Hierarchy from Malay Text Using GAHC and Immune Network.
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009

Filter-wrapper approach to feature selection using RST-DPSO for mining protein function.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

A classification of "Gracilaria changii" protein sequences using back-propagation classifier.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Parameter setting procedure via quick parameter evaluation in frequent pattern mining for outbreak detection.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Dissimilarity algorithm on conceptual graphs to mine text outliers.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Data mining in production planning and scheduling: A review.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Capturing uncertainty in associative classification model.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Building a new taxonomy for data discretization techniques.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Dynamic data discretization technique based on frequency and K-Nearest Neighbour algorithm.
Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

A Predictive Analysis on Medical Data Based on Outlier Detection Method Using Non-Reduct Computation.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
The fitness-rough: A new attribute reduction method based on statistical and rough set theory.
Intell. Data Anal., 2008

Immune Network for Classifying Heterogeneous Data.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

An Agent Based Rough Classifier for Data Mining.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Flexible Immune Network Recognition System for Mining Heterogeneous Data.
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008

A Rough-Apriori Technique in Mining Linguistic Association Rules.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Discovery of Non-Interesting Attribute in Mining Outliers Pattern.
Proceedings of the Selected Papers of the Fifth International Conference on, 2007

2005
Information Filtering Using Rough Set Approach.
Proceedings of the 4th International Conference on IT in Asia, 2005

2002
Propositional Satisfiability Algorithm to Find Minimal Reducts for Data Mining.
Int. J. Comput. Math., 2002

2001
IP algorithms in compact rough classification modeling.
Intell. Data Anal., 2001


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