Concepedia

Lena Pietruczuk

LP

8

Publications

880

Citations

8

H-Index

2012

Active since

Affiliations

Częstochowa University of Technology(Current)

Lena Pietruczuk is an author at Częstochowa University of Technology specializing in engineering, data mining, and data science.

Top concepts

EngineeringData MiningData ScienceKnowledge DiscoveryPattern RecognitionComputer ScienceMachine LearningPredictive AnalyticsManagementStreaming Data

Publications per year

2012–2016

8

Publications

8

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

How to adjust an ensemble size in stream data mining?

Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski et al. · Information Sciences · 2016 · 68 citations

Stream Processing, Engineering, Data Science +6

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