Krzysztof Rusek

Assistant professor

AGH University of Science and Technology

Poland

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About

Dr. Krzysztof Rusek is an Assistant Professor at AGH University of Science and Technology in Poland. His research interests encompass the fields of machine learning, telecommunications, and network security, as evidenced by his recent publications on logistic regression for DDoS attack classification, statistical model validation in telecommunications, and software testing for 5G technology. Additionally, he investigates innovative methodologies for wireless networks and reinforcement learning applications.

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2025

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2020

Collaborators (8)

Maksymilian Wojnar

AGH University of Krakow

POLAND

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Lucjan Janowski

Professor

AGH University of Science and Technology

POLAND

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Piotr Boryło

AGH University of Science and Technology

POLAND

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Boris Bellalta

Associate Professor

Universitat Pompeu Fabra

SPAIN

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Francesc Wilhelmi Roca

Tenure Track Professor

Universitat Pompeu Fabra

SPAIN

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Piotr Cholda

Associate Professor

AGH University of Science and Technology

POLAND

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Jerzy Domżał

AGH University of Krakow

POLAND

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Robert Wójcik

AGH University of Krakow

POLAND

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Krzysztof Rusek

Research Interests

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About

Articles (20)

Toward Specialized Wireless Networks Using an ML-Driven Radio Interface

IEEE 802.11bn Multi-AP Coordinated Spatial Reuse With Hierarchical Multi-Armed Bandits

Analiza skuteczności regresji logistycznej w klasyfikacji ataków DDoS

Ramy statystycznej walidacji modeli uczenia maszynowego w telekomunikacji

Generalised score distribution: underdispersed continuation of the beta-binomial distribution

Neural networks in selected aspects of communications and networking

Using ranging for collision-immune IEEE 802.11 rate selection with statistical learning

Reinforced-lib: Rapid prototyping of reinforcement learning solutions

Enhancing software testing of 5G base stations with LLM-driven analysis

Maximum entropy and quantized metric models for absolute category ratings

A tutorial on reinforcement learning in selected aspects of communications and networking

Bayesian inference of spatial and temporal relations in AI patents for EU countries

Fine-grained network traffic prediction from coarse data

RiskNet: neural risk assessment in networks of unreliable resources

Siamese Neural Networks on the Trail of Similarity in Bugs in 5G Mobile Network Base Stations

Has EU Accession Boosted Patent Performance in the EU-13? A Critical Evaluation Using Causal Impact Analysis with Bayesian Structural Time-Series Models

Deep reinforcement learning meets graph neural networks: exploring a routing optimization use case

Syjamskie sieci neuronowe na tropie podobieństwa błędów w stacjach bazowych sieci komórkowych 5G

The graph neural networking challenge: a worldwide competition for education in AI/ML for networks

Initial characterization of interstellar comet 2I/Borisov

Collaborators (8)

Maksymilian Wojnar

Lucjan Janowski

Piotr Boryło

Boris Bellalta

Francesc Wilhelmi Roca

Piotr Cholda

Jerzy Domżał

Robert Wójcik

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