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M

Mateusz Smendowski

agh university of krakow

4H-index
9Paper Count
41Citation Count
Published Papers 7
Publication Date
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SPIRAL: A Novel Time Series to Image (TS2I) Transformation Method for Vision-Based Anomaly Detection
errMachine Learning
IF2.9
err2026-09-26
err0
errOAAI
errMateusz Smendowski; Kamil Faber; Piotr Nawrocki; Nathalie Japkowicz; Roberto Corizzo
errShare
errSave
Bridging Continual Learning and Green Cloud Computing: Foundations for Sustainable Time Series Anomaly Detection
errJournal of Grid Computing
IF2.9
err2026-09-01
err0
errOAAI
errMateusz Smendowski; Roberto Corizzo; Nathalie Japkowicz; Piotr Nawrocki
errShare
errSave
A Novel Balanced Binary Whale Optimization Algorithm for Dynamic Feature Selection in Green Cloud Computing
errIEEE Transactions on Cloud Computing
IF5
err2026-03-09
err0
PREAI
errMateusz Smendowski; Mateusz Wojtulewicz; Piotr Nawrocki; Leszek Rutkowski
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errSave
A Survey of Cloud Resource Consumption Optimization Methods
errJOURNAL OF GRID COMPUTING
IF2.9
err2025-01-08
err0
PREAI
errNawrocki, Piotr; Smendowski, Mateusz
errShare
errSave
Optimizing multi-time series forecasting for enhanced cloud resource utilization based on machine learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err1
errOAAI
errSmendowski, Mateusz; Nawrocki, Piotr
errShare
errSave
Optimization of the Use of Cloud Computing Resources Using Exploratory Data Analysis and Machine Learning
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2024-07-29
err2
errOAAI
errNawrocki, Piotr; Smendowski, Mateusz
errShare
errSave
FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning
errnature computational science
IF3.7
err2024-07-01
err3
PREAI
errNawrocki, Piotr; Smendowski, Mateusz
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
L
Leszek Rutkowski
H-index: 54 · Papers: 588
N
Nathalie Japkowicz
H-index: 46 · Papers: 250
R
Roberto Corizzo
H-index: 21 · Papers: 115
P
Piotr Nawrocki
H-index: 16 · Papers: 63
K
Kamil Faber
H-index: 8 · Papers: 41
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