Artificial Intelligence
CyberSecurity Summary
Data Visualization and Knowledge Engineering: Spotting Data Points with Artificial Intelligence
- Published
- May 18, 2026
- Duration
- 21:18
- Summary source
- description
- Last updated
- Jun 10, 2026
Discusses machine-learning.
Summary
Explores how artificial intelligence is used to identify and analyze complex data points. A significant portion of the material focuses on cross-project defect prediction, a method in software engineering that utilizes external datasets to anticipate errors in new software. The authors conduct experiments using machine learning classifiers and the SMOTE a…
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Show notes
Explores how artificial intelligence is used to identify and analyze complex data points. A significant portion of the material focuses on cross-project defect prediction, a method in software engineering that utilizes external datasets to anticipate errors in new software. The authors conduct experiments using machine learning classifiers and the SMOTE algorithm to demonstrate that predicting defects across different projects is as effective as traditional within-project methods. By addressing
Themes
- machine-learning