Piotr Duda

The CART decision tree for mining data streams

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk et al. · Information Sciences · 2014 · 314 citations

Engineering, Data Science, Data Mining +8

Decision Trees for Mining Data Streams Based on the McDiarmid's Bound

Leszek Rutkowski, Lena Pietruczuk, Piotr Duda et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 187 citations

Engineering, Machine Learning, Streaming Algorithm +17

Decision Trees for Mining Data Streams Based on the Gaussian Approximation

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk et al. · IEEE Transactions on Knowledge and Data Engineering · 2013 · 154 citations

Engineering, Machine Learning, Pattern Mining +19

A New Method for Data Stream Mining Based on the Misclassification Error

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 108 citations

Engineering, Streaming Algorithm, Mining Methods +16

New Splitting Criteria for Decision Trees in Stationary Data Streams

Maciej Jaworski, Piotr Duda, Leszek Rutkowski · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 104 citations

Engineering, Machine Learning, Streaming Algorithm +18