| Statistical and Electrical Features Evaluation for Electrical Appliances Energy Disaggregation PA Schirmer, I Mporas Sustainability 11 (11), 3222, 2019 | 50 | 2019 |
| Energy Disaggregation Using Elastic Matching Algorithms PA Schirmer, I Mporas, M Paraskevas Entropy 22 (1), 71, 2020 | 21 | 2020 |
| Energy Disaggregation Using Two-Stage Fusion of Binary Device Detectors PA Schirmer, I Mporas, A Sheikh-Akbari Energies 13 (9), 2148, 2020 | 18 | 2020 |
| Non-Intrusive Load Monitoring: A Review PA Schirmer, I Mporas IEEE Transactions on Smart Grid, 2022 | 16 | 2022 |
| Evaluation of Regression Algorithms and Features on the Energy Disaggregation Task PA Schirmer, I Mporas, M Paraskevas 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 15 | 2019 |
| Energy Disaggregation Using Fractional Calculus PA Schirmer, I Mporas ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 11 | 2020 |
| Evaluation of Regression Algorithms in Residential Energy Consumption Prediction PA Schirmer, I Mporas, I Potamitis 2019 3rd European Conference on Electrical Engineering and Computer Science …, 2019 | 11 | 2019 |
| Robust energy disaggregation using appliance-specific temporal contextual information PA Schirmer, I Mporas, A Sheikh-Akbari EURASIP Journal on Advances in Signal Processing 2020 (1), 1-13, 2020 | 9 | 2020 |
| Energy Disaggregation from Low Sampling Frequency Measurements Using Multi-Layer Zero Crossing Rate PA Schirmer, I Mporas ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 9 | 2020 |
| Improving Energy Disaggregation Performance Using Appliance-Driven Sampling Rates PA Schirmer, I Mporas 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 9 | 2019 |
| Residential Energy Consumption Prediction Using Inter-Household Energy Data and Socioeconomic Information PA Schirmer, C Geiger, I Mporas 2020 28th European Signal Processing Conference (EUSIPCO), 1595-1599, 2021 | 8 | 2021 |
| Identification of TV Channel Watching from Smart Meter Data Using Energy Disaggregation PA Schirmer, I Mporas, A Sheikh-Akbari Energies 14 (9), 2485, 2021 | 6 | 2021 |
| Low-Frequency Energy Disaggregation based on Active and Reactive Power Signatures PA Schirmer, I Mporas 2021 29th European Signal Processing Conference (EUSIPCO), 1426-1430, 2021 | 5 | 2021 |
| Double Fourier integral analysis based convolutional neural network regression for high-frequency energy disaggregation PA Schirmer, I Mporas IEEE Transactions on Emerging Topics in Computational Intelligence 6 (3 …, 2021 | 5 | 2021 |
| Multivariate Non-Negative Matrix Factorization with Application to Energy Disaggregation PA Schirmer, I Mporas ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 5 | 2021 |
| Integration of Temporal Contextual Information for Robust Energy Disaggregation PA Schirmer, I Mporas 2019 IEEE 38th International Performance Computing and Communications …, 2019 | 5 | 2019 |
| Reducing Grid Distortions Utilizing Energy Demand Prediction and Local Storages PA Schirmer, C Geiger, I Mporas IEEE Access 9, 15122-15132, 2021 | 4 | 2021 |
| On the non-intrusive extraction of residents’ privacy-and security-sensitive information from energy smart meters PA Schirmer, I Mporas Neural Computing and Applications, 1-14, 2021 | 4 | 2021 |
| Device and Time Invariant Features for Transferable Non-Intrusive Load Monitoring PA Schirmer, I Mporas IEEE Open Access Journal of Power and Energy 9, 121-130, 2022 | 3 | 2022 |
| Modelling of Electrical Appliance Signatures for Energy Disaggregation PA Schirmer University of Hertfordshire, 2021 | 3 | 2021 |
