Piotr Sobolewski

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 1

Top Topics

Drift Detection

Evolving Data Streams

Statistical Tests

Top Venues

Expert Syst. J. Knowl. Eng.

ADBIS Workshops

J. Univers. Comput. Sci.

Publications

Piotr Sobolewski, Michal Wozniak
SCR: simulated concept recurrence - a non-supervised tool for dealing with shifting concept. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Piotr Sobolewski, Michal Wozniak
Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests. AIAI (2014)
Piotr Sobolewski, Michal Wozniak
Comparable Study of Statistical Tests for Virtual Concept Drift Detection. CORES (2013)
Piotr Sobolewski, Michal Wozniak
LDCnet: Minimizing the cost of supervision for various types of concept drift. CIDUE (2013)
Piotr Sobolewski, Michal Wozniak
Concept Drift Detection and Model Selection with Simulated Recurrence and Ensembles of Statistical Detectors. J. Univers. Comput. Sci. 19 (4) (2013)
Piotr Sobolewski, Michal Wozniak
Data with Shifting Concept Classification Using Simulated Recurrence. ACIIDS (1) (2012)
Piotr Sobolewski, Michal Wozniak
Enhancing Concept Drift Detection with Simulated Recurrence. ADBIS Workshops (2012)
Piotr Sobolewski, Michal Wozniak
Artificial Recurrence for Classification of Streaming Data with Concept Shift. ICAIS (2011)
Bartosz Kurlej, Piotr Sobolewski, Michal Wozniak
Simple combining classifiers for a special case of incremental concept drift problem. ISDA (2010)