Items where Author is "Barzinji, Ala Othman"
algorithms
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
data science
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
imbalanced-data classifications
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
machine learning
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
one-versus-one approach
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
oversampling
Barzinji, Ala Othman, Ma, Jixin and Ma, Chaoying (2023) SCALA - Scaling algorithm for multi-class imbalanced classification: a novel algorithm specifically designed for multi-class multiple minority imbalanced data problems. In: ICMLT '23: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. Association for Computing Machinery (ACM), New York, pp. 68-73. ISBN 978-1450398329 (doi:10.1145/3589883.3589893)
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