Sotabase

Career

· Professor, Télécom ParisTech2015–
· Research Lab Lead, BNP Paribas
· Department Member, Huawei Noah's Ark Lab
· Professor, University of Waikato
· Director, Waikato AI Institute / University of Waikato
· Yahoo Labs in Barcelona

Publications (271)

A survey on concept drift adaptation
ACM Computing Surveys · 2014
3,283
cited
Learning from Time-Changing Data with Adaptive Windowing
SDM · 2007
1,706
cited
MOA: Massive Online Analysis
Journal of machine learning research · 2010
1,510
cited
Early Drift Detection Method
2005
856
cited
Mining big data: current status, and forecast to the future
SKDD · 2013
831
cited
Adaptive random forests for evolving data stream classification
Machine-mediated learning · 2017
696
cited
Sentiment Knowledge Discovery in Twitter Streaming Data
IFIP Working Conference on Database Semantics · 2010
655
cited
New ensemble methods for evolving data streams
Knowledge Discovery and Data Mining · 2009
623
cited
A Survey on Ensemble Learning for Data Stream Classification
ACM Computing Surveys · 2017
555
cited
Adaptive Learning from Evolving Data Streams
International Symposium on Intelligent Data Analysis · 2009
472
cited
Leveraging Bagging for Evolving Data Streams
ECML/PKDD · 2010
376
cited
Active Learning With Drifting Streaming Data
IEEE Transactions on Neural Networks and Learning Systems · 2014
353
cited
Scikit-Multiflow: A Multi-output Streaming Framework
Journal of machine learning research · 2018
333
cited
DATA STREAM MINING A Practical Approach
2009
271
cited
River: machine learning for streaming data in Python
Journal of machine learning research · 2020
264
cited
Spiking Neural Networks and Online Learning: An Overview and Perspectives
Neural Networks · 2019
260
cited
Machine learning for streaming data: state of the art, challenges, and opportunities
SKDD · 2019
240
cited
SAMOA: scalable advanced massive online analysis
Journal of machine learning research · 2015
180
cited
Efficient Online Evaluation of Big Data Stream Classifiers
Knowledge Discovery and Data Mining · 2015
177
cited
Mining Big Data in Real Time
Informatica · 2013
161
cited
Sotabase