Michael Baron

Orcid: 0000-0003-2759-1181

According to our database1, Michael Baron authored at least 12 papers between 2006 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2022
CPDGA: Change point driven growing auto-encoder for lifelong anomaly detection.
Knowl. Based Syst., 2022

LIFEWATCH: Lifelong Wasserstein Change Point Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022


System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games.
Proceedings of the Second International Conference on AI-ML Systems, 2022

2021
WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2016
Efficient handling of concept drift and concept evolution over Stream Data.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Semi Supervised Adaptive Framework for Classifying Evolving Data Stream.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014
Evolving stream classification using change detection.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

MapReduce guided approximate inference over graphical models.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2011
On the selection of software defect estimation techniques.
Softw. Test. Verification Reliab., 2011

2006
Automatic Identification of Change Points for the System Testing Process.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006


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