Sina Keller
Orcid: 0000-0002-7710-5316
According to our database1,
Sina Keller
authored at least 24 papers
between 2016 and 2024.
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Bibliography
2024
Assessing Important Uncertainty Influences of Ground-Based Radar for Bridge Monitoring.
IEEE Geosci. Remote. Sens. Lett., 2024
2022
Glacier Monitoring Based on Multi-Spectral and Multi-Temporal Satellite Data: A Case Study for Classification with Respect to Different Snow and Ice Types.
Remote. Sens., 2022
Supervised Machine Learning Approaches on Multispectral Remote Sensing Data for a Combined Detection of Fire and Burned Area.
Remote. Sens., 2022
Evaluation Of Transformers And Convolutional Neural Networks For High-Dimensional Hyperspectral Soil Texture Classification.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
2021
Sensors, 2021
Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies.
Remote. Sens., 2021
Optical Remote Sensing for Glacier Monitoring with Respect to Different Snow and Ice Types: A Case Study for the Southern Patagonian Icefield.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021
2020
Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data.
Remote. Sens., 2020
Machine Learning Framework for the Estimation of Average Speed in Rural Road Networks with OpenStreetMap Data.
ISPRS Int. J. Geo Inf., 2020
ISPRS Int. J. Geo Inf., 2020
2019
Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models.
CoRR, 2019
CoRR, 2019
Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data.
CoRR, 2019
Application Of Different Simulated Spectral Data And Machine Learning To Estimate The Chlorophyll A Concentration Of Several Inland Waters.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Combining a social science approach and GIS-based simulation to analyse evacuation in natural disasters: A case study in the Chilean community of Talcahuano.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Fuzzy Estimation of Link Travel Time from a Digital Elevation Model and Road Hierarchy Level.
Proceedings of the 5th International Conference on Geographical Information Systems Theory, 2019
2018
Unsupervised Feature Selection Based on Ultrametricity and Sparse Training Data: A Case Study for the Classification of High-Dimensional Hyperspectral Data.
Remote. Sens., 2018
Is it possible to retrieve soil-moisture content from measured VNIR hyperspectral data?
CoRR, 2018
CoRR, 2018
Fusion of Hyper Spectral and Ground Penetrating Radar Data to Estimate Soil Moisture.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Machine Learning Regression on Hyperspectral Data to Estimate Multiple Water Parameters.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Introducing a Framework of Self-Organizing Maps for Regression of Soil Moisture with Hyperspectral Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2016
Investigation of the impact of dimensionality reduction and feature selection on the classification of hyperspectral EnMAP data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016