• 640 Citations
  • 12 h-Index
1993 …2020
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Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 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

  • 640 Citations
  • 12 h-Index
  • 92 Conference contribution
  • 74 Article
  • 2 Chapter
  • 1 Review article

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 proceedingChapter

Evolutionary algorithms
Feature extraction
Learning algorithms
Learning systems
Classifiers

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 journalArticle

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 journalReview article

Sentiment Analysis
Feature Selection
Feature extraction
Metaheuristics
Categorization

The relationship between online social network ties and user attributes

Mahmoudi, A., Yaakub, M. R. & Abu Bakar, A., 1 Jan 2019, In : ACM Transactions on Knowledge Discovery from Data. 13, 3, 26.

Research output: Contribution to journalArticle

Recommender systems
1 Citation (Scopus)

An enhanced feature representation based on linear regression model for stock market prediction

Ihlayyel, H. A. K., Sharef, N. M., Ahmad Nazri, M. Z. & Abu Bakar, A., 1 Jan 2018, In : Intelligent Data Analysis. 22, 1, p. 45-76 32 p.

Research output: Contribution to journalArticle

Stock Market
Linear Regression Model
Linear regression
Stock Prices
Prediction