Data stream mining

Memory Efficient Experience Replay for Streaming Learning

Tyler L. Hayes, Nathan D. Cahill, Christopher Kanan

Citations: 201 • 2019

Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency

Vinícius M. A. Souza, Diego Furtado Silva, João Gama, Gustavo E. A. P. A. Batista

Citations: 112 • 2015

Fuzzily Connected Multimodel Systems Evolving Autonomously From Data Streams

Plamen Angelov

Citations: 99 • 2011

Searching for Structure in Multiple Streams of Data.

Tim Oates, Paul R. Cohen

Citations: 74 • 1996

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

Dynamic querying of streaming data with the dQUOB system

Beth Plale, Karsten Schwan

Citations: 64 • 2003

Evolving Fuzzy Rule-based Classifiers

Plamen Angelov, Xiaowei Zhou, Frank Klawonn

Citations: 59 • 2007

Core-Sets: Updated Survey

Dan Feldman

Citations: 51 • 2019

Large-Scale Estimation in Cyberphysical Systems Using Streaming Data: A Case Study With Arterial Traffic Estimation

Timothy Hunter, Tathagata Das, Matei Zaharia, Pieter Abbeel, Alexandre M. Bayen

Citations: 36 • 2013

Core‐sets: An updated survey

Dan Feldman

Citations: 32 • 2019

Effective compression of range data streams for remote robot operations using H.264

Fabrizio Nenci, Luciano Spinello, Cyrill Stachniss

Citations: 29 • 2014

Ensemble-based extreme learning machine model for occupancy detection with ambient attributes

Sachin Kumar, Jagvinder Singh, Ompal Singh

Citations: 26 • 2020

Stream-based Active Learning for efficient and adaptive classification of 3D objects

Alexander Narr, Rudolph Triebel, Daniel Cremers

Citations: 25 • 2016

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

The MoCA dataset, kinematic and multi-view visual streams of fine-grained cooking actions

Elena Nicora, Gaurvi Goyal, Nicoletta Noceti, Alessia Vignolo, Alessandra Sciutti, Francesca Odone

Citations: 22 • 2020

Introduction to Core-sets: an Updated Survey

Dan Feldman

Citations: 21 • 2020

Sequential pattern mining of multimodal data streams in dyadic interactions

Damian Fricker, Hui Zhang, Yanjing Chen

Citations: 20 • 2011

Complex real-time environmental monitoring of the Hudson River and estuary system

H. R. Kolar, J.G. Cronin, P. Hartswick, Arthur C. Sanderson, James S. Bonner, Liesl Hotaling, R. Ambrosio, zhisong liu, M. L. Passow, Mark Reath

Citations: 18 • 2009

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

A Self-Synthesis Approach to Perceptual Learning for Multisensory Fusion in Robotics

Cristian Axenie, Christoph Richter, Jörg Conradt

Citations: 13 • 2016