Katarzyna Filus

Institute of Theoretical and Applied Informatics

Poland

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Articles (13)

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2025

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2024

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2024

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2023

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2023

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2022

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2022

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2021

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2021

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2021

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2020

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2020

Collaborators (5)

Erol Gelenbe

Full Professor

POLAND

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Klamka Jerzy

Professor

Institute of Computer Science, Polish Academy of Sciences

POLAND

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Tadeusz Czachorski

professor

Institute of Theoretical and Applied Informatics

POLAND

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Adam Domański

Silesian University of Technology

POLAND

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Joanna Domańska

Institute Professor

Institute of Theoretical and Applied Informatics

POLAND

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Katarzyna Filus

Research Interests

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Articles (13)

What is the doggest dog? Examination of typicality perception in ImageNet-trained networks

Extracting coarse-grained classifiers from large Convolutional Neural Networks

Similarity-driven adversarial testing of neural networks

Global Entropy Pooling layer for Convolutional Neural Networks

Software vulnerabilities in TensorFlow-based deep learning applications

Building a Real-Time Testing Platform for Unmanned Ground Vehicles with UDP Bridge

Adaptive Hurst-Sensitive Active Queue Management

Approximation models for the evaluation of TCP/AQM networks

Supervised Learning of Neural Networks for Active Queue Management in the Internet

LiDAR Point Cloud Generation for SLAM Algorithm Evaluation

Efficient Feature Selection for Static Analysis Vulnerability Prediction

Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis

Self-Similar Markovian Sources

Collaborators (5)

Erol Gelenbe

Klamka Jerzy

Tadeusz Czachorski

Adam Domański

Joanna Domańska

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