Wykaz publikacji wybranego autora

Krzysztof Rusek, dr inż.

adiunkt

Faculty of Computer Science, Electronics and Telecommunications
WIEiT-kt

  • 2018

    [dyscyplina 1] dziedzina nauk inżynieryjno-technicznych / informatyka techniczna i telekomunikacja

[poprzednia klasyfikacja] obszar nauk technicznych / dziedzina nauk technicznych / telekomunikacja

Identyfikatory Autora Informacje o Autorze w systemach zewnętrznych

ORCID: 0000-0003-4336-7841 orcid iD

ResearcherID: H-6694-2012

Scopus: 56550092200

PBN: 5e7094c0878c28a0473c3260

OPI Nauka Polska

System Informacyjny AGH (SkOs)

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  • An unsupervised machine learning approach for regression testing queue optimisation in 5G base stations
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  • Analiza pojemności bufora i skali czasu autokorelacji ruchu
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  • Application of logistic regression for background substitution
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  • Atom: neural traffic compression with spatio-temporal graph neural networks
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  • Bayesian inference of spatial and temporal relations in AI patents for EU countries
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  • Challenging the generalization capabilities of Graph Neural Networks for network modeling
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  • Computer implemented method for processing a frame sequence, digital frame processing device computer program product and monitoring system
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  • Dangerous tool detection for CCTV systems
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  • Describing subjective experiment consistency by $p$-value P-P plot
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  • Effective risk assessment in resilient communication networks
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  • Efficient modelling of traffic and quality of scalable video coding (SVC) encoded streams
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  • Fast traffic engineering by gradient descent with learned differentiable routing
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  • Fine-grained network traffic prediction from coarse data
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  • FTMRate: collision-immune distance-based data rate selection for IEEE 802.11 networks
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  • Generalised score distribution: underdispersed continuation of the beta-binomial distribution
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  • Generalized score distribution: a two-parameter discrete distribution accurately describing responses from quality of experience subjective experiments
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  • Graph neural networks for communication networks: context, use cases and opportunities
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  • Has EU accession boosted patent performance in the EU-13?
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  • Image classifiers
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  • Initial characterization of interstellar comet 2I/Borisov
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  • LDA for face profile detection
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  • MAP/SM/1/b model of a store and forward router interface
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