Active Learning From Imbalanced Data: A Solution of Online Weighted Extreme Learning Machine - Yu, Hualong; Yang, Xibei; Zheng, Shang; Sun, Changyin (IEEE transaction on neural networks and learning systems, 2019)
Keywords: Active learning; Algorithms; class imbalance; Classification; Cluster analysis; Clustering; Cold starts; cost-sensitive learning; Criteria; Distance learning; Exhaustion; extreme learning machine (ELM); Internet; Labeling; Learning algorithms; Learning systems; Machine learning; Mathematical model; Neural networks; online learning; stopping criterion; Sun; Support vector machines; Training; Uncertainty