A survey on concept drift adaptation

GT2FC: An Online Growing Interval Type-2 Self-Learning Fuzzy Classifier

(2013) Abdelhamid Bouchachia et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Recommender systems survey

(2013) J. Bobadilla et al.   KNOWLEDGE-BASED SYSTEMS

Dealing With Concept Drifts in Process Mining

(2013) R. P. Jagadeesh Chandra Bose et al.   IEEE Transactions on Neural Networks and Learning Systems

Active Learning With Drifting Streaming Data

(2013) Indre Zliobaite et al.   IEEE Transactions on Neural Networks and Learning Systems

Process mining

(2012) Wil Van Der Aalst   COMMUNICATIONS OF THE ACM

Predictive Handling of Asynchronous Concept Drifts in Distributed Environments

(2012) Hock Hee Ang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Beating the baseline prediction in food sales: How intelligent an intelligent predictor is?

(2011) Indrė Žliobaitė et al.   EXPERT SYSTEMS WITH APPLICATIONS

DDD: A New Ensemble Approach for Dealing with Concept Drift

(2011) Leandro L. Minku et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Change Detection in Streaming Multivariate Data Using Likelihood Detectors

(2011) Ludmila I. Kuncheva   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Incremental Learning of Concept Drift in Nonstationary Environments

(2011) R. Elwell et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Incremental learning with multi-level adaptation

(2011) Abdelhamid Bouchachia   NEUROCOMPUTING

A unifying view on dataset shift in classification

(2011) Jose G. Moreno-Torres et al.   PATTERN RECOGNITION

Exponentially weighted moving average charts for detecting concept drift

(2011) Gordon J. Ross et al.   PATTERN RECOGNITION LETTERS

Collaborative filtering with temporal dynamics

(2010) Yehuda Koren   COMMUNICATIONS OF THE ACM

Review of adaptation mechanisms for data-driven soft sensors

(2010) Petr Kadlec et al.   COMPUTERS & CHEMICAL ENGINEERING

Learning model trees from evolving data streams

(2010) Elena Ikonomovska et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Transfer estimation of evolving class priors in data stream classification

(2010) Zhihao Zhang et al.   PATTERN RECOGNITION

Fuzzy classification in dynamic environments

(2010) Abdelhamid Bouchachia   SOFT COMPUTING

State-of-the-Art in Bayesian Changepoint Detection

(2010) Alexander G. Tartakovsky et al.   Sequential Analysis-Design Methods and Applications

Entropy and Correntropy Against Minimum Square Error in Offline and Online Three-Day Ahead Wind Power Forecasting

(2009) R.J. Bessa et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Tracking recurring contexts using ensemble classifiers: an application to email filtering

(2009) Ioannis Katakis et al.   KNOWLEDGE AND INFORMATION SYSTEMS

On Stochastic Models and Optimal Methods in the Quickest Detection Problems

(2009) A. N. Shiryaev   THEORY OF PROBABILITY AND ITS APPLICATIONS