Search Results for author: Maksim Eren

Found 3 papers, 1 papers with code

Electrical Grid Anomaly Detection via Tensor Decomposition

no code implementations12 Oct 2023 Alexander Most, Maksim Eren, Nigel Lawrence, Boian Alexandrov

We showcase that the use of statistical behavior analysis of SCADA communication with tensor decomposition improves the specificity and accuracy of identifying anomalies in electrical grid systems.

Anomaly Detection Dimensionality Reduction +2

Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

no code implementations3 May 2023 Ran Liu, Maksim Eren, Charles Nicholas

With the increasing number and sophistication of malware attacks, malware detection systems based on machine learning (ML) grow in importance.

Feature Engineering feature selection +2

Distributed Out-of-Memory NMF on CPU/GPU Architectures

1 code implementation19 Feb 2022 Ismael Boureima, Manish Bhattarai, Maksim Eren, Erik Skau, Philip Romero, Stephan Eidenbenz, Boian Alexandrov

In this work, we extend NMFk by adding support for dense and sparse matrix operation on multi-node, multi-GPU systems.

Dimensionality Reduction Model Selection

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