Random coordinate descent methods for non-separable composite optimization. - Liliana Maria Ghinea; Ion Necoara; Marian Barbu (ECC, 2021)

Control of a wastewater treatment process using linear and nonlinear model predictive control. - Liliana Maria Ghinea; Daniela Lupu; Marian Barbu; Ion Necoara (ETFA, 2023)

A Deep Learning Approach For Faults Recognition of Dissolved Oxygen Sensor in Wastewater Treatment Plants. - Liliana Maria Ghinea; Mihaela Miron; Harsha Ratnaweera (ETFA, 2023)

Dimensionality reduction of hyperspectral images using an ICA-based stochastic second-order optimization algorithm. - Daniela Lupu; Ion Necoara; Tudor C. Ionescu; Liliana Maria Ghinea; Joseph L. Garrett; Tor Arne Johansen (ECC, 2023)

Semi-Supervised Anomaly Detection of Dissolved Oxygen Sensor in Wastewater Treatment Plants. - Liliana Maria Ghinea; Mihaela Miron; Marian Barbu (Sensors, 2023)

Enhancing Wastewater Treatment Sensor Fault Detection through Deep Learning. - Liliana Maria Ghinea; Mihaela Miron; Marian Barbu (ICSTCC, 2024)

Deep Learning Techniques Employed for Anomaly Detection in Wastewater Treatment Plants. - Liliana Maria Ghinea; Iulian Vasiliev; Marian Barbu (MED, 2025)