On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data

Author:

Sebastianelli Alessandro1ORCID,Rosso Maria Pia Del2ORCID,Ullo Silvia Liberata2ORCID,Gamba Paolo3ORCID

Affiliation:

1. Φ-Laboratory, European Space Agency, Frascati, Italy

2. Department of Engineering, University of Sannio, Benevento, Italy

3. Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Geotechnical Engineering and Engineering Geology

Reference25 articles.

1. Methods for accelerating geospatial data processing using quantum computers;henderson;arXiv 2004 03079,2020

2. Demonstrating Quantum Advantage in Hybrid Quantum Neural Networks for Model Capacity

3. Quanvolutional neural networks: Powering image recognition with quantum circuits;henderson;arXiv 1904 04767,2019

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1. A Hybrid MLP-Quantum Approach in Graph Convolutional Neural Networks for Oceanic Niño Index (ONI) Prediction;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. Qspecklefilter: A Quantum Machine Learning Approach for SAR Speckle Filtering;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

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