Ms. Ruth Dereje Profile

Ruth Dereje

at Science & Technology Corp

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Publications (2)

Proceedings Article | 30 May 2022 Paper

Interpreting chemical detection alarms with live analysis of ML algorithms

Patrick Riley, Samir Deshpande, Brian Ince, Ruth Dereje, Charles Davidson, Kyle O'Donnell, Brian Hauck

Proceedings Volume 12116, 121160G (2022) https://doi.org/10.1117/12.2619166

KEYWORDS: Sensors, Visualization, Data modeling, Artificial intelligence, Weapons of mass destruction, Chemical detection, Sensor networks

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Proceedings Article | 12 April 2021 Presentation + Paper

Random forest and long short-term memory based machine learning models for classification of ion mobility spectrometry spectra

Patrick Riley, Samir Deshpande, Brian Ince, Brian Hauck, Kyle O'Donnell, Ruth Dereje, Charles Harden, Vincent McHugh, Mary Wade

Proceedings Volume 11749, 117490U (2021) https://doi.org/10.1117/12.2585829

KEYWORDS: Ions, Spectroscopy, Sensors, Machine learning, Industrial chemicals, Toxic industrial chemicals, Detection and tracking algorithms, Chemical weapons, Algorithm development, Neural networks

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