Grigorios Tsagkatakis

ScholarGPS® ID: 74841693532653

Affiliation

Institute of Computer Science, United Kingdom

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

1,075

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Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Measuring the substructure mass power spectrum of 23 SLACS strong galaxy-galaxy lenses with convolutional neural networks (journal article) Fagin, Joshua \| Vernardos, Georgios \| Tsagkatakis, Grigorios \| Pantazis, Yannis \| Shajib, Anowar J \| O’Dowd, Matthew Monthly Notices of the Royal Astronomical Society (2024). 10.1093/mnras/stae1593 Cite \| Source
Higher-Order Convolutional Neural Networks for Essential Climate Variables Forecasting (journal article) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis Remote Sensing, volume 16, issue 11, pages 2020- (2024). 10.3390/rs16112020 Cite \| Source
Few-Shot Classification Using Tensor Completion (conference) Aidini, Anastasia \| Tsagkatakis, Grigorios \| Sidiropoulos, Nicholas D. \| Tsakalides, Panagiotis 2023 57th Asilomar Conference on Signals, Systems, and Computers (2023) Pacific Grove, CA, USA 10.1109/IEEECONF59524.2023.10476978 Cite \| Source
Deep Generative Regression Models For Soil Moisture Retrieval From GNSS-R Observations (conference) Tsagkatakis, G. \| Melebari, A. \| Akbar, R. \| Campbell, J. D. \| Hodges, E. \| Moghaddam, M. 2023 International Conference on Electromagnetics in Advanced Applications (ICEAA) (2023) Venice, Italy 10.1109/ICEAA57318.2023.10297722 Cite \| Source
A Dual Camera System with AI-enabled Imaging Control for Earth Observation Applications: A Feasibility Study (conference) Vellas, Simon \| Bernou, Mathieu \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis \| Nikolopoulos-Anastasiadis, Nikolaos 2023 European Data Handling & Data Processing Conference (EDHPC) (2023) Juan Les Pins, France 10.23919/EDHPC59100.2023.10396609 Cite \| Source
A New Approach for Downscaling Soil Moisture by Merging Conditional Adversarial Networks and Physics-Based Passive Microwave Retrieval (conference) Kannan, Archana \| Tsagkatakis, Grigorios \| Moghaddam, Mahta IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium (2023) Pasadena, CA, USA 10.1109/IGARSS52108.2023.10283371 Cite \| Source
Integrating Visual and Network Data with Deep Learning for Streaming Video Quality Assessment (journal article) Margetis, George \| Tsagkatakis, Grigorios \| Stamou, Stefania \| Stephanidis, Constantine Sensors, volume 23, issue 8, pages 3998- (2023). 10.3390/s23083998 Cited by (2) \| Cite \| Source
Forecasting Soil Moisture Using a Deep Learning Model Integrated with Passive Microwave Retrieval (conference) Kannan, Archana \| Tsagkatakis, Grigorios \| Akbar, Ruzbeh \| Selva, Daniel \| Ravindra, Vinay \| Levinson, Richard \| Nag, Sreeja \| Moghaddam, Mahta IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (2022) Kuala Lumpur, Malaysia 10.1109/IGARSS46834.2022.9883245 Cited by (1) \| Cite \| Source
4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification (conference) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022) Singapore, Singapore 10.1109/ICASSP43922.2022.9746777 Cited by (2) \| Cite \| Source
Embedded Temporal Convolutional Networks for Essential Climate Variables Forecasting (journal article) Villia, Maria Myrto \| Tsagkatakis, Grigorios \| Moghaddam, Mahta \| Tsakalides, Panagiotis Sensors, volume 22, issue 5, pages 1851- (2022). 10.3390/s22051851 Cited by (2) \| Cite \| Source
4D U-Nets for Multi-Temporal Remote Sensing Data Classification (journal article) Giannopoulos, Michalis \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis Remote Sensing, volume 14, issue 3, pages 634- (2022). 10.3390/rs14030634 Cited by (9) \| Cite \| Source
OmbriaNet—Supervised Flood Mapping via Convolutional Neural Networks Using Multitemporal Sentinel-1 and Sentinel-2 Data Fusion (journal article) Drakonakis, Georgios I. \| Tsagkatakis, Grigorios \| Fotiadou, Konstantina \| Tsakalides, Panagiotis IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, volume 15 (2022). 10.1109/JSTARS.2022.3155559 Cited by (26) \| Cite \| Source
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks (journal article) Troullinou, Eirini \| Tsagkatakis, Grigorios \| Chavlis, Spyridon \| Turi, Gergely F. \| Li, Wenke \| Losonczy, Attila \| Tsakalides, Panagiotis \| Poirazi, Panayiota IEEE Transactions on Emerging Topics in Computational Intelligence, volume 5, issue 5, pages 755-767 (2021). 10.1109/TETCI.2020.3028581 Cited by (8) \| Cite \| Source
Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval (conference) Tsagkatakis, Grigorios \| Moghaddam, Mahta \| Tsakalides, Panagiotis IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium (2021) Brussels, Belgium 10.1109/IGARSS47720.2021.9553848 Cite \| Source
Tensor Decomposition Learning for Compression of Multidimensional Signals (journal article) Aidini, Anastasia \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis IEEE Journal of Selected Topics in Signal Processing, volume 15, issue 3, pages 476-490 (2021). 10.1109/JSTSP.2021.3054314 Cited by (2) \| Cite \| Source
Knowledge distillation from multispectral Images for fish freshness estimation (journal article) Tsagkatakis, G. \| Roumpakis, S. \| Nikolidakis, S. \| Petra, E. \| Mantes, A. \| Kapantagakis, A. \| Grigorakis, K. \| Katselis, G. \| Vlahos, N. \| Tsakalides, P. Electronic Imaging, volume 33, issue 12, pages 27-1-27-7 (2021). 10.2352/ISSN.2470-1173.2021.12.FAIS-027 Cite \| Source
Large-Scale 3D Two-Photon Imaging of Molecularly Identified CA1 Interneuron Dynamics in Behaving Mice (journal article) Geiller, Tristan \| Vancura, Bert \| Terada, Satoshi \| Troullinou, Eirini \| Chavlis, Spyridon \| Tsagkatakis, Grigorios \| Tsakalides, Panagiotis \| Ócsai, Katalin \| Poirazi, Panayiota \| Rózsa, Balázs J. \| Losonczy, Attila Neuron, volume 108, issue 5, pages 968-983.e9 (2020). 10.1016/j.neuron.2020.09.013 Cited by (55) \| Cite \| Source
Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks (journal article) Vernardos, Georgios \| Tsagkatakis, Grigorios \| Pantazis, Yannis Monthly Notices of the Royal Astronomical Society, volume 499, issue 4, pages 5641-5652 (2020). 10.1093/mnras/staa3201 Cited by (11) \| Cite \| Source
Multi-Temporal Convolutional Neural Networks for Satellite-Derived Soil Moisture Observation Enhancement (conference) Tsagkatakis, Grigorios \| Moghaddam, Mahta \| Tsakalides, Panagiotis IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (2020) Waikoloa, HI, USA 10.1109/IGARSS39084.2020.9323790 Cited by (8) \| Cite \| Source
Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data (journal article) Stivaktakis, Radamanthys \| Tsagkatakis, Grigorios \| Moraes, Bruno \| Abdalla, Filipe \| Starck, Jean-Luc \| Tsakalides, Panagiotis IEEE Transactions on Big Data, volume 6, issue 3, pages 460-476 (2020). 10.1109/TBDATA.2019.2934475 Cited by (7) \| Cite \| Source