Online Ensemble Learning for Imbalanced Data Streams

30 October 2013

Papers citing "Online Ensemble Learning for Imbalanced Data Streams"

7 / 7 papers shown

Title
Preventing Discriminatory Decision-making in Evolving Data Streams Zichong Wang N. Saxena Tongjia Yu Sneha Karki Tyler Zetty ... Shanlin Zhou Dukka B Kc I. Stockwell Albert Bifet Wenbin Zhang FaML 33 19 0 16 Feb 2023
Discrimination and Class Imbalance Aware Online Naive Bayes Maryam Badar M. Fisichella Vasileios Iosifidis Wolfgang Nejdl FaML 16 1 0 09 Nov 2022
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios Ayush Tripathi Rupayan Chakraborty Sunil Kumar Kopparapu 11 4 0 24 Mar 2021
Drift-Aware Multi-Memory Model for Imbalanced Data Streams Amir Abolfazli Eirini Ntoutsi AI4TS 11 5 0 29 Dec 2020
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS) A. Majumder S. Dutta S. Kumar Laxmidhar Behera 27 4 0 11 Oct 2020
Leveraging Model Inherent Variable Importance for Stable Online Feature Selection Johannes Haug Martin Pawelczyk Klaus Broelemann Gjergji Kasneci 25 12 0 18 Jun 2020
A Cost-Sensitive Deep Belief Network for Imbalanced Classification Chong Zhang Kay Chen Tan Haizhou Li G. Hong 11 229 0 28 Apr 2018