Classification from the imbalanced data is a common yet unresolved problem. Our scientists, Hubert Jegierski and dr. Stanisław Saganowski, introduce an “outside the box” solution to this problem. They suggest enriching the imbalanced data set with observations from other external data sets. They propose three enrichment scenarios: random, greedy, and supervised.
Category Archives: Science
The ENGINE leader, Prof. Przemysław Kazienko gave an invited talk at Emotion AI Conference on “Emotion Recognition Using Wearables: Advances and Challenges” on May 6, 2020. Initially, the conference was scheduled for March 30, 2020 in New York, however, it had to be moved online due to pandemic crisis. The