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Azuraliza Abu Bakar, Prof. Dr.

  • 736 Citations
  • 13 h-Index
1993 …2020
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  • 6 Similar Profiles
Data mining Engineering & Materials Science
Feature extraction Engineering & Materials Science
Rough set theory Engineering & Materials Science
Association rules Engineering & Materials Science
Classifiers Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Time series Engineering & Materials Science
Proteins Engineering & Materials Science

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Research Output 1993 2020

  • 736 Citations
  • 13 h-Index
  • 92 Conference contribution
  • 77 Article
  • 2 Chapter
  • 1 Review article

Genetic algorithm rule based categorization method for textual data mining

Afif, M. H., Ghareb, A. S., Saif, A., Bakar, A. A. & Bazighifan, O., Jan 2020, In : Decision Science Letters. 9, 1, p. 37-50 14 p.

Research output: Contribution to journal › Article

Open Access
Text categorization
Rule-based
Genetic algorithm
Data mining
Classifier

Recent developments on evolutionary computation techniques to feature construction

Swesi, I. M. A. O. & Abu Bakar, A., 1 Jan 2020, Studies in Computational Intelligence. Springer Verlag, p. 109-122 14 p. (Studies in Computational Intelligence; vol. 830).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Evolutionary algorithms
Feature extraction
Learning algorithms
Learning systems
Classifiers
1 Citation (Scopus)

Ant colony optimization for text feature selection in sentiment analysis

Ahmad, S. R., Abu Bakar, A. & Yaakub, M. R., 1 Jan 2019, In : Intelligent Data Analysis. 23, 1, p. 133-158 26 p.

Research output: Contribution to journal › Article

Sentiment Analysis
Ant colony optimization
Feature Selection
Feature extraction
Nearest Neighbor

A review of feature selection techniques in sentiment analysis

Ahmad, S. R., Abu Bakar, A. & Yaakub, M. R., 1 Jan 2019, In : Intelligent Data Analysis. 23, 1, p. 159-189 31 p.

Research output: Contribution to journal › Review article

Sentiment Analysis
Feature Selection
Feature extraction
Metaheuristics
Categorization

Feature clustering for pso-based feature construction on high-dimensional data

Swesi, I. M. A. O. & Bakar, A. A., 1 Oct 2019, In : Journal of Information and Communication Technology. 18, 4, p. 439-472 34 p.

Research output: Contribution to journal › Article

High-dimensional Data
Clustering
Particle swarm optimization (PSO)
Particle Swarm Optimization
Redundancy