Nikolaos Doulamis

Deep supervised learning for hyperspectral data classification through convolutional neural networks

Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis · 2015 · 980 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Multiclass Confusion Matrix Reduction Method and Its Application on Net Promoter Score Classification Problem

Ioannis Markoulidakis, Ioannis Rallis, Ioannis Georgoulas et al. · Technologies · 2021 · 189 citations · Full text

Engineering, Machine Learning, Diagnosis +18

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

Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing

Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios Doulamis et al. · Applied Intelligence · 2019 · 170 citations

Image Analysis, Machine Learning, Engineering +9

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