Integrating Physics and Machine Learning for Soil Moisture Retrieval Using CYGNSS Observations In Proceedings
2024 AGU Annual Meeting Preprint Collection on ESS Open Archive
Publications
https://spl.ics.forth.gr/publications/
Age of Incorrect Information with Hybrid ARQ under a Resource Constraint for N-ary Symmetric Markov Sources Journal Articles
Bountrogiannis KonstantinosEphremides AnthonyTsakalides PanagiotisTzagkarakis George
IEEE/ACM Transactions on Networking, 2024, doi: 10.1109/TNET.2024.3499372.
A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired Filter In Proceedings
Doutsi EffrosyniTsakalides Panagiotis
IEEE 26th International Workshop on Multimedia Signal Processing (MMSP ‘24), Purdue University, West Lafayette, IN
Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping Journal Articles
Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information In Proceedings
Bountrogiannis KonstantinosPapoutsidakis IoannisEphremides AnthonyTsakalides PanagiotisTzagkarakis George
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHop ‘24), Workshop on Age and Semantics of Information (ACM MobiHoc ASoI Workshop)
Exploring the Potential of Recurrence Quantification Analysis for Video Analysis and Motion Detection In Proceedings
Kyprianidi TheodoraDoutsi EffrosyniTzagkarakis GeorgeTsakalides Panagiotis
IEEE International Conference on Image Processing (ICIP ‘24), Abu Dhabi, UAE, October 27-30, 2024
Quantifying Uncertainty in Machine Learning Based Soil Moisture Retrieval From GNSS-R Measurements In Proceedings
2024 International Conference on Electromagnetics in Advanced Applications (ICEAA), Lisbon, Portugal, 2024, pp. 492-492, doi: 10.1109/ICEAA61917.2024.10701691.
Quantifying the Predictive Capacity of Dynamic Graph Measures on Systemic and Tail Risk Journal Articles
Computational Economics.
Unveiling galaxy protoclusters in the era of Euclid Other
European Astronomical Society Annual Meeting, 2024, Art. no. 201
Mapping Wildfire Burned Area Using GNSS-Reflectometry in Densely Vegetated Regions with Complex Topography: A Machine Learning Approach, In Proceedings
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 2072-2076, doi: 10.1109/IGARSS53475.2024.10641487
Uncertainty Quantification in Machine Learning Based Retrieval of Soil Moisture from GNSS-R Observations In Proceedings
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 1824-1828, doi: 10.1109/IGARSS53475.2024.10642241
Physics-Constrained Deep Learning Models for Microwave Retrieval of High-Resolution Soil Moisture In Proceedings
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 1478-1480, doi: 10.1109/IGARSS53475.2024.10641600
Leveraging Sparse Input and Sparse Models: Efficient Distributed Learning in Resource-Constrained Environments In Proceedings
Tsagkatakis GrigoriosTsakalides Panagiotiset al.
in Proc. Conference on Parsimony and Learning (CPAL ‘24), Hong Kong, Jan. 3-6, 2024
Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Model In Proceedings
Tsagkatakis GrigoriosTsakalides Panagiotiset al.
in Proc. 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS ‘24), Athens, Greece
Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning In Proceedings
Aidini AnastasiaTsagkatakis GrigoriosTsakalides Panagiotis
in Proc. 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS ‘24), Athens, Greece