Mr. Konstantinos Tountas Profile

Konstantinos Tountas

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Publications (2)

Proceedings Article | 14 June 2023 Presentation + Paper

Unsupervised training dataset curation for deep-neural-net RF signal classification

George Sklivanitis, Jose Sanchez Viloria, Konstantinos Tountas, Dimitris Pados, Elizabeth Serena Bentley, Michael Medley

Proceedings Volume 12522, 125220C (2023) https://doi.org/10.1117/12.2665151

KEYWORDS: Contamination, Neural networks, Modulation, Receivers, Matrices, Principal component analysis, Frequency modulation, Digital modulation, Analog modulation, Machine learning, Spectrum analysis, Classification systems

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Proceedings Article | 13 May 2019 Paper

Conformity evaluation and L1-norm principal-component analysis of tensor data

Konstantinos Tountas, Dimitris Pados, Michael Medley

Proceedings Volume 10989, 109890P (2019) https://doi.org/10.1117/12.2520538

KEYWORDS: Principal component analysis, Algorithm development, Matrices, Electroencephalography, Error analysis, Analytical research, Resistance, Data communications, Antennas, Transmitters

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