Kateryna Chumachenko

Machine Learning Based Analysis of Finnish World War II Photographers

Alexandros Iosifidis, Jenni Raitoharju, Kateryna Chumachenko, 2019, IEEE Access.

Incremental Fast Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Machine Learning Methods for Malware Detection and Classification

Kateryna Chumachenko, K. Chumachenko, 2017 .

Robust Fast Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Kateryna Chumachenko, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Speed-up and multi-view extensions to Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2019, Pattern Recognit..

Study of Snort performance in counteracting port scanning techniques

Dmytro Chumachenko, Kateryna Chumachenko, 2017 .

Self-attention fusion for audiovisual emotion recognition with incomplete data

Alexandros Iosifidis, Moncef Gabbouj, Kateryna Chumachenko, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

Ensembling Object Detectors for Image and Video Data Analysis

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning to ignore: rethinking attention in CNNs pdf

Moncef Gabbouj, Kateryna Chumachenko, Firas Laakom, 2021, BMVC.

Feedforward neural networks initialization based on discriminant learning

Moncef Gabbouj, Kateryna Chumachenko, Alexandros Iosifidis, 2021, Neural Networks.

Self-Attention Neural Bag-of-Features

Alexandros Iosifidis, Moncef Gabbouj, Kateryna Chumachenko, 2022 .