Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Provides theoretical frameworks and the latest empirical research findings that help to improve the understanding of the impact of imbalanced data and its resolving techniques based on data preprocessing, active learning, and cost perceptive approaches.