Αποτελέσματα αναζήτησης - Anastasios Doulamis

On the Impact of Labeled Sample Selection in Semisupervised Learning for Complex Visual Recognition Tasks από Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios Doulamis

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Ensemble learning for uncertainty estimation with application to the correction of satellite precipitation products από Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis

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Uncertainty estimation of machine learning spatial precipitation predictions from satellite data από Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis

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Comparison of Tree-Based Ensemble Algorithms for Merging Satellite and Earth-Observed Precipitation Data at the Daily Time Scale από Georgia Papacharalampous, Hristos Tyralis, Anastasios Doulamis, Nikolaos Doulamis

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Assessing Coastal Degradation Through Spatiotemporal Earth Observation Data Cubes Analytics and Multidimensional Visualization από Ioannis Kavouras, Ioannis Rallis, Nikolaos Bakalos, Anastasios Doulamis

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On the Exploration of Automatic Building Extraction from RGB Satellite Images Using Deep Learning Architectures Based on U-Net από Anastasios Temenos, Nikos Temenos, Anastasios Doulamis, Nikolaos Doulamis

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Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles από Hristos Tyralis, Georgia Papacharalampous, Nikolaos Doulamis, Anastasios Doulamis

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Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery από Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis, Evangelos Maltezos

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Ensemble Learning for Blending Gridded Satellite and Gauge-Measured Precipitation Data από Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis

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Deep Learning on 3D Semantic Segmentation: A Detailed Review από Thodoris Betsas, Andreas Georgopoulos, Anastasios Doulamis, Pierre Grussenmeyer

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Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products από Georgia Papacharalampous, Hristos Tyralis, Nikolaos Doulamis, Anastasios Doulamis

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Unsupervised 3D Motion Summarization Using Stacked Auto-Encoders από Eftychios Protopapadakis, Ioannis Rallis, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos

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A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images από Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios Doulamis, Nikolaos Doulamis

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A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations από Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Demitris Delikaraoglou

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Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring από Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis

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Fall Detection Using Multi-Property Spatiotemporal Autoencoders in Maritime Environments από Iason Katsamenis, Nikolaos Bakalos, Eleni Eirini Karolou, Anastasios Doulamis, Nikolaos Doulamis

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UAVINE-XAI: eXplainable AI-Based Spectral Band Selection for Vineyard Monitoring Using UAV Hyperspectral Data από Olympia Kourounioti, Anastasios Temenos, Nikos Temenos, Emmanouil Oikonomou, Anastasios Doulamis, Nikolaos Doulamis

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A Machine Learning Based Classification Method for Customer Experience Survey Analysis από Ioannis Markoulidakis, Ioannis Rallis, Ioannis Georgoulas, George Kopsiaftis, Anastasios Doulamis, Nikolaos Doulamis

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Multiclass Confusion Matrix Reduction Method and Its Application on Net Promoter Score Classification Problem από Ioannis Markoulidakis, Ioannis Rallis, Ioannis Georgoulas, George Kopsiaftis, Anastasios Doulamis, Nikolaos Doulamis

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Graph-Based Semi-Supervised Learning With Tensor Embeddings for Hyperspectral Data Classification από Ioannis Georgoulas, Eftychios Protopapadakis, Konstantinos Makantasis, Dylan Seychell, Anastasios Doulamis, Nikolaos Doulamis

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