230 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
Clustering-based Anomaly Detection in Multivariate Time Series Data
Jinbo Li, Hesam Izakian, Witold Pedrycz +1
Multivariate time series data come as a collection of time series describing different aspects of a certain temporal phenomenon. Anomaly detection in this type of data constitutes…
Improving Insurance Catastrophic Data with Resampling and GAN Methods
Norbert Dzadz, Maciej Romaniuk
The precise and large dataset concerning catastrophic events is very important for insurers. To improve the quality of such data three methods based on the bootstrap, bootknife, an…
On Upper Approximations of Pareto Fronts
Ignacy Kaliszewski, Janusz Miroforidis
In one of our earlier works, we proposed to approximate Pareto fronts to multiobjective optimization problems by two-sided approximations, one from inside and another from outside…