Concept drift

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

Plamen Angelov

Citations: 99 • 2011

Concept drift detection and adaptation for federated and continual learning

Fernando E. Casado, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos V. Regueiro, Senén Barro

Citations: 72 • 2021

Evolving Fuzzy Rule-based Classifiers

Plamen Angelov, Xiaowei Zhou, Frank Klawonn

Citations: 59 • 2007

Anomaly Detection and Concept Drift Adaptation for Dynamic Systems: A General Method with Practical Implementation Using an Industrial Collaborative Robot

Renat Kermenov, Giacomo Nabissi, Sauro Longhi, Andrea Bonci

Citations: 23 • 2023

An active and incremental learning framework for the online prediction of link quality in robot networks

Christopher J. Lowrance, Adrian P. Lauf

Citations: 14 • 2018

Concept Formation Using Incremental Gaussian Mixture Models

Paulo Martins Engel, Milton Roberto Heinen

Citations: 9 • 2010

Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams

Adrien Gaidon, Gloria Zen, José A. Rodríguez-Serrano

Citations: 9 • 2014

Adaptive Online Neural Network for Face Identification with Concept Drift

Mateusz Żarkowski

Citations: 7 • 2014

Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings

Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos V. Regueiro, Senén Barro

Citations: 6 • 2020

Adaptive Learning With Extreme Verification Latency in Non-Stationary Environments

Mobin M. Idrees, Frederic Stahl, Atta Badii

Citations: 5 • 2022

ConTrack: A Scalable Method for Tracking Multiple Concepts in Large Scale Multidimensional Data

Zonoozi Ali, Qirong Ho, Shonali Krishnaswamy, Gao Cong

Citations: 2 • 2016