Maria Kaselimi

Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models

Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos et al. · IEEE Transactions on Smart Grid · 2020 · 179 citations

Engineering, Machine Learning, Energy Efficiency +18

Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP

Nikos Temenos, Maria Kaselimi, Anastasios Doulamis et al. · IEEE Geoscience and Remote Sensing Letters · 2023 · 162 citations · Full text

Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring

Maria Kaselimi, Nikolaos Doulamis, Anastasios Doulamis et al. · 2019 · 121 citations

Engineering, Machine Learning, Energy Efficiency +19

Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation

Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos et al. · IEEE Access · 2019 · 79 citations · Full text

A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations

Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis et al. · Remote Sensing · 2020 · 70 citations · Full text

Engineering, Machine Learning, Sequential Learning +20