A Feature Selection Method Based on Ranked Vector Scores of Features for Classification
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DOI: 10.1007/s40745-017-0116-1
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References listed on IDEAS
- Fadi Thabtah & Omar Gharaibeh & Rashid Al-Zubaidy, 2012. "Arabic Text Mining Using Rule Based Classification," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 1-10.
- Ankit Dangi, 2013. "Financial Portfolio Optimization: Computationally guided agents to investigate, analyse and invest!?," Papers 1301.4194, arXiv.org.
- Fadi Thabtah & Neda Abdelhamid, 2016. "Deriving Correlated Sets of Website Features for Phishing Detection: A Computational Intelligence Approach," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 15(04), pages 1-17, December.
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Cited by:
- Majed Rajab, 2019. "Visualisation Model Based on Phishing Features," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 1-17, March.
- Firuz Kamalov & Fadi Thabtah & Ho Hon Leung, 2023. "Feature Selection in Imbalanced Data," Annals of Data Science, Springer, vol. 10(6), pages 1527-1541, December.
- Firuz Kamalov & Ho Hon Leung & Sherif Moussa, 2022. "Monotonicity of the $$\chi ^2$$ χ 2 -statistic and Feature Selection," Annals of Data Science, Springer, vol. 9(6), pages 1223-1241, December.
- Mohammed Rajab & Dennis Wang, 2020. "Practical Challenges and Recommendations of Filter Methods for Feature Selection," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 19(01), pages 1-15, March.
- Firuz Kamalov & Ho Hon Leung, 2020. "Outlier Detection in High Dimensional Data," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 19(01), pages 1-16, March.
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Keywords
Classification accuracy; Data mining; Dimensionality reduction; Feature selection; Predictive models; Ranking of features;All these keywords.
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