Petr Kosina

According to our database, Petr Kosina authored at least 10 papers between 2009 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Very fast decision rules for classification in data streams.

Petr Kosina, João Gama

Data Min. Knowl. Discov., 2015

2014

Recurrent concepts in data streams classification.

João Gama, Petr Kosina

Knowl. Inf. Syst., 2014

2013

Random rules from data streams.

Ezilda Almeida, Petr Kosina, João Gama

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Avoiding Anomalies in Data Stream Learning.

João Gama, Petr Kosina, Ezilda Almeida

Proceedings of the Discovery Science - 16th International Conference, 2013

2012

Very Fast Decision Rules for multi-class problems.

Petr Kosina, João Gama

Proceedings of the ACM Symposium on Applied Computing, 2012

Handling Time Changing Data with Adaptive Very Fast Decision Rules.

Petr Kosina, João Gama

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011

Learning Decision Rules from Data Streams.

João Gama, Petr Kosina

Proceedings of the IJCAI 2011, 2011

Learning about the Learning Process.

João Gama, Petr Kosina

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

2010

Drift Severity Metric.

Petr Kosina, João Gama, Raquel Sebastião

Proceedings of the ECAI 2010, 2010

2009

Tracking Recurring Concepts with Meta-learners.

João Gama, Petr Kosina

Proceedings of the Progress in Artificial Intelligence, 2009