43 citations · 54 across the 4 of their papers we have counts for
4 papers
Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues
Riccardo Albertoni, Sara Colantonio, Piotr Skrzypczyński +1
Reproducibility is one of the core dimensions that concur to deliver Trustworthy Artificial Intelligence. Broadly speaking, reproducibility can be defined as the possibility to rep…
The Influence of Multiple Classes on Learning Online Classifiers from Imbalanced and Concept Drifting Data Streams
Agnieszka Lipska, Jerzy Stefanowski
This work is aimed at the experimental studying the influence of local data characteristics and drifts on the difficulties of learning various online classifiers from multi-class i…
Quality versus speed in energy demand prediction for district heating systems
Witold Andrzejewski, Jedrzej Potoniec, Maciej Drozdowski +3
In this paper, we consider energy demand prediction in district heating systems. Effective energy demand prediction is essential in combined heat power systems when offering electr…
Visual-Based Analysis of Classification Measures with Applications to Imbalanced Data
Dariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga +1
With a plethora of available classification performance measures, choosing the right metric for the right task requires careful thought. To make this decision in an informed manner…