相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。A Survey on Concept Drift Adaptation
Joao Gama et al.
ACM COMPUTING SURVEYS (2014)
Fixed-size ensemble classifier system evolutionarily adapted to a recurring context with an unlimited pool of classifiers
Konrad Jackowski
PATTERN ANALYSIS AND APPLICATIONS (2014)
Reacting to Different Types of Concept Drift: The Accuracy Updated Ensemble Algorithm
Dariusz Brzezinski et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2014)
Incremental Learning of Concept Drift from Streaming Imbalanced Data
Gregory Ditzler et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2013)
Decision rules extraction from data stream in the presence of changing context for diabetes treatment
Jakub M. Tomczak et al.
KNOWLEDGE AND INFORMATION SYSTEMS (2013)
On evaluating stream learning algorithms
Joao Gama et al.
MACHINE LEARNING (2013)
Exponentially weighted moving average charts for detecting concept drift
Gordon J. Ross et al.
PATTERN RECOGNITION LETTERS (2012)
Solving Nonstationary Classification Problems with Coupled Support Vector Machines
Guillermo L. Grinblat et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS (2011)
A robust incremental learning method for non-stationary environments
David Martinez-Rego et al.
NEUROCOMPUTING (2011)
lambda-Perceptron: An adaptive classifier for data streams
N. G. Pavlidis et al.
PATTERN RECOGNITION (2011)