March 11, 2020 article A bi-directional missing data imputation scheme based on LSTM and transfer learning for building energy data Energy and Buildings DOI: 10.1016/j.enbuild.2020.109941 OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 190 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling 2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access 22 citations Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight 2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access 20 citations Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight 2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access 0 citations Augmenting energy time-series for data-efficient imputation of missing values 2023 Applied Energy article Engineering Building Energy and Comfort Optimization 36 citations A gap-filling method for room temperature data based on autoencoder neural networks 2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access 5 citations Indoor environment data time-series reconstruction using autoencoder neural networks 2021 Building and Environment article Engineering Building Energy and Comfort Optimization Open access 43 citations 6 results References 0