A Spark-Based Artificial Bee Colony Algorithm for Unbalanced Large Data Classification
J Al-Sawwa, M Almseidin - Information, 2022 - mdpi.com
With the rapid development of internet technology, the amount of collected or generated
data has increased exponentially. The sheer volume, complexity, and unbalanced nature of …
data has increased exponentially. The sheer volume, complexity, and unbalanced nature of …
A cost-sensitive centroid-based differential evolution classification algorithm applied to cancer data sets
J Al-Sawwa, SA Ludwig - 2019 IEEE Symposium Series on …, 2019 - ieeexplore.ieee.org
Nowadays, the collected or generated data for some real-life applications such as in the
Medical domain and Intrusion Detection, are typically imbalanced. Imbalanced data sets …
Medical domain and Intrusion Detection, are typically imbalanced. Imbalanced data sets …
Scalable Particle Swarm Optimization and Differential Evolution Approaches Applied to Classification
JA Al-Sawwa - 2019 - search.proquest.com
Applying the nature-inspired methods in the data mining area has been gaining more
attention by researchers. Classification is one of the data mining tasks which aims to analyze …
attention by researchers. Classification is one of the data mining tasks which aims to analyze …