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K

Kamil Faber

AGH University of Krakow

8H-index
41Paper Count
175Citation Count
Published Papers 5
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
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errSave
From MNIST to ImageNet and back: benchmarking continual curriculum learning
errMACHINE LEARNING
IF2.9
err2024-04-22
err3
errOAAI
errFaber, Kamil; Zurek, Dominik; Pietron, Marcin; Japkowicz, Nathalie; Vergari, Antonio; Corizzo, Roberto
errShare
errSave
AD-NEv: A Scalable Multilevel Neuroevolution Framework for Multivariate Anomaly Detection
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errPietron, Marcin; Zurek, Dominik; Faber, Kamil; Corizzo, Roberto
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errSave
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights
errIEEE ACCESS
IF3.6
err2024-01-01
err8
errOAAI
errFaber, Kamil; Corizzo, Roberto; Sniezynski, Bartlomiej; Japkowicz, Nathalie
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errSave
VLAD: Task-agnostic VAE-based lifelong anomaly detection
errNEURAL NETWORKS
IF6.3
err2023-08-01
err8
errOAAI
errFaber, Kamil; Corizzo, Roberto; Sniezynski, Bartlomiej; Japkowicz, Nathalie
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errSave

Research Directions

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Co-authors
Cooperation Journals
N
Nathalie Japkowicz
H-index: 46 · Papers: 250
R
Roberto Corizzo
H-index: 21 · Papers: 115
P
Piotr Nawrocki
H-index: 16 · Papers: 63
A
Antonio Vergari
H-index: 15 · Papers: 112
B
Bartłomiej Śnieżyński
H-index: 14 · Papers: 106
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