Sina Keller

According to our database1, Sina Keller authored at least 13 papers between 2016 and 2020.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data.
Remote Sensing, 2020

2019
Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models.
CoRR, 2019

SUSI: Supervised Self-Organizing Maps for Regression and Classification in Python.
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

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 Sensing, 2018

Is it possible to retrieve soil-moisture content from measured VNIR hyperspectral data?
CoRR, 2018

Fusion of hyperspectral and ground penetrating radar to estimate soil moisture.
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


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