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Ioannis N. Tzortzis
Ioannis N. Tzortzis
Scientific Researcher - PhD Candidate
Verified email at mail.ntua.gr - Homepage
Title
Cited by
Cited by
Year
Novel insights in spatial epidemiology utilizing explainable AI (XAI) and remote sensing
A Temenos, IN Tzortzis, M Kaselimi, I Rallis, A Doulamis, N Doulamis
Remote Sensing 14 (13), 3074, 2022
202022
Development of a compact regenerative braking system for electric vehicles
G Tzortzis, A Amargianos, S Piperidis, E Koutroulis, NC Tsourveloudis
2015 23rd Mediterranean Conference on Control and Automation (MED), 102-108, 2015
102015
Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery
IN Tzortzis, I Rallis, K Makantasis, A Doulamis, N Doulamis, A Voulodimos
2022 IEEE International Conference on Image Processing (ICIP), 3136-3140, 2022
52022
HARMONIA: strategy of an integrated resilience assessment platform (IRAP) with available tools and geospatial services.
JN Tzortzi, A Doulamis, I Rallis, MS Lux, G Barbotti, I Tzortzis
IOP Conference Series: Earth and Environmental Science 1122 (1), 012020, 2022
32022
Tensor-based learning for detecting abnormalities on digital mammograms
IN Tzortzis, A Davradou, I Rallis, M Kaselimi, K Makantasis, A Doulamis, ...
Diagnostics 12 (10), 2389, 2022
32022
Spatio-temporal interpretation of the COVID-19 risk factors using explainable AI
A Temenos, M Kaselimi, I Tzortzis, I Rallis, A Doulamis, N Doulamis
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
32022
Manual Override
D Katzourakis, I Tzortzis
US Patent 10,996,673, 2021
22021
An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density.
I Tzortzis, S Sykiotis, I Rallis, N Doulamis
Proceedings of the 16th International Conference on PErvasive Technologies …, 2023
12023
Unsupervised diabetic foot monitoring techniques
IN Tzortzis, A Davradou, E Protopapadakis, M Kaselimi, N Doulamis, ...
Proceedings of the 15th International Conference on PErvasive Technologies …, 2022
12022
C2A-DC: A context-aware adaptive data cube framework for environmental monitoring and climate change crisis management
A Temenos, N Temenos, IN Tzortzis, I Rallis, A Doulamis, N Doulamis
Remote Sensing Applications: Society and Environment, 101171, 2024
2024
Learning using privileged information for segmenting tumors on digital mammograms
IN Tzortzis, K Makantasis, I Rallis, N Bakalos, A Doulamis, N Doulamis
arXiv preprint arXiv:2402.06379, 2024
2024
Investigating the Impact of a Low-Rank Tensor-Based Approach on Deforestation Imagery
C Zafeiropoulos, IN Tzortzis, E Protopapadakis, M Kaselimi, A Doulamis, ...
International Symposium on Visual Computing, 501-512, 2023
2023
Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases
S Messinis, N Protonotarios, I Tzortzis, I Rallis, D Kalogeras, N Doulamis
Proceedings of the 16th International Conference on PErvasive Technologies …, 2023
2023
Evaluating the Effectiveness of Unsupervised and Supervised Techniques for Identifying Deteriorations on Cultural Heritage Monuments Using Hyper-spectral Imagery
N Chrysogonos, K Lampropoulos, IN Tzortzis, C Zafeiropoulos, ...
International Conference on Transdisciplinary Multispectral Modeling and …, 2023
2023
Development of a Support System for Improved Resilience and Sustainable Urban Areas to Cope with Climate Change and Extreme Events Based on GEOSS and Advanced Modelling Tools
C Zafeiropoulos, IN Tzortzis, I Rallis, A Doulamis
International Conference on Transdisciplinary Multispectral Modeling and …, 2023
2023
A deep-learning based diagnostic framework for Breast Cancer
S Sykiotis, I Tzortzis, A Angeli, N Doulamis, D Kalogeras
Proceedings of the 15th International Conference on PErvasive Technologies …, 2022
2022
Tensor-Based Learning for Detecting Abnormalities on Digital Mammograms. Diagnostics 2022, 12, 2389
IN Tzortzis, A Davradou, I Rallis, M Kaselimi, K Makantasis, A Doulamis, ...
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022
2022
Using Earth Observation Application to Air Quality in Addition to in-situ monitoring: HARMONIA IRAP platform
N Tzortzi, A Doulamis, O Ogut, MS Lux, I Tzortzis, I Rallis
15th International Scientific Conference Energy and Climate Change …, 2022
2022
Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments
C Frasson
Novelties in Intelligent Digital Systems: Proceedings of the 1st …, 2021
2021
Development of a novel active camber angle control system applied on prototype electric vehicle
I Tzortzis
2020
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