Bi-objective feature selection in high-dimensional datasets using improved binary chimp optimization algorithm - Al-qudah, Nour Elhuda A.; Abed-alguni, Bilal H.; Barhoush, Malek (International journal of machine learning and cybernetics, 2024)
Keywords: Accuracy; Algorithms; Artificial Intelligence; Complex Systems; Complexity; Computational Intelligence; Continuity (mathematics); Control; Datasets; Engineering; Feature selection; Heuristic methods; Integer programming; Machine learning; Mechatronics; Methods; Mutation; Optimization; Optimization algorithms; Optimization techniques; Original Article; Pattern Recognition; Performance enhancement; Robotics; Search methods; Statistical analysis; Statistical tests; Systems Biology; Transfer functions; High-dimensional datasets; Feature selection; Chimp optimization algorithm; Hill climbing algorithm; Opposition-based learning; Lévy flight