Karol Wojtachnia

Karol Wojtachnia
  • Master of Engineering
  • PhD Student at Wrocław University of Science and Technology

About

1
Publication
9
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Introduction
Skills and Expertise
Machine Learning
Neural Networks and Artificial Intelligence
Classification
Supervised Learning
Pattern Recognition
Pattern Classification
Current institution
Wrocław University of Science and Technology
Wrocław University of Science and Technology
  • Department of Systems and Computer Networks
  • Wrocław, Poland
Current position
  • PhD Student
Pattern Recognition Laboratory

Publications

Publication (1)
Incremental Extreme Learning Machine for Binary Data Stream Classification
Chapter
  • Dec 2023
Classifier ensembles have shown the ability to classify drifted data streams. The following paper proposes an ensemble consisting of a single hidden layer feedforward neural network and an Extreme Learning Machine. For this purpose, a new incremental version of the Extreme Learning Machine is also proposed. Motivations behind such an approach have...
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