Piotr Sobolewski

According to our database, Piotr Sobolewski authored at least 9 papers between 2010 and 2017.

Collaborative distances:

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

2017

SCR: simulated concept recurrence - a non-supervised tool for dealing with shifting concept.

Piotr Sobolewski, Michal Wozniak

Expert Syst. J. Knowl. Eng., 2017

2014

Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests.

Piotr Sobolewski, Michal Wozniak

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013

Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors.

Piotr Sobolewski, Michal Wozniak

J. Univers. Comput. Sci., 2013

Comparable Study of Statistical Tests for Virtual Concept Drift Detection.

Piotr Sobolewski, Michal Wozniak

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

LDCnet: Minimizing the cost of supervision for various types of concept drift.

Piotr Sobolewski, Michal Wozniak

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

2012

Enhancing Concept Drift Detection with Simulated Recurrence.

Piotr Sobolewski, Michal Wozniak

Proceedings of the New Trends in Databases and Information Systems, 2012

Data with Shifting Concept Classification Using Simulated Recurrence.

Piotr Sobolewski, Michal Wozniak

Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011

Artificial Recurrence for Classification of Streaming Data with Concept Shift.

Piotr Sobolewski, Michal Wozniak

Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011

2010

Simple combining classifiers for a special case of incremental concept drift problem.

Bartosz Kurlej, Piotr Sobolewski, Michal Wozniak

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010