Indoor Environment Data Time-Series Reconstruction Using Autoencoder Neural Networks. - Antonio Liguori; Romana Markovic; Thi Thu Ha Dam; Jérôme Frisch; Christoph van Treeck; Francesco Causone (CoRR, 2020)

Comparing human and algorithmic anomaly detection for HVAC systems applications. - Reuben Borrison; Marc Syndicus; André Orth; Romana Markovic; Marcel Dix; Antonio Liguori; Matthias Berning; Andreas Wagner; Christoph van Treeck (BigDataService, 2022)

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight. - Antonio Liguori; Matias Quintana; Chun Fu; Clayton Miller; Jérôme Frisch; Christoph van Treeck (CoRR, 2023)