Nikolaos L. Tsakiridis

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Machine Learning

Convolutional Neural Networks

Top Venues

Publications

Nikolaos L. Tsakiridis, Nikiforos Samarinas, Eleni Kalopesa, John B. Theocharis, George C. Zalidis
Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model. CEC (2024)
Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis
A Survey of Robotic Harvesting Systems and Enabling Technologies. J. Intell. Robotic Syst. 107 (2) (2023)
Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis
Transferability of Machine Learning Models for Soil Properties on Lucas Topsoil Spectral Libraries. WHISPERS (2023)
Eleni Kalopesa, Theodoros Gkrimpizis, Nikiforos Samarinas, Nikolaos L. Tsakiridis, George C. Zalidis
Rapid Determination of Wine Grape Maturity Level from pH, Titratable Acidity, and Sugar Content Using Non-Destructive In Situ Infrared Spectroscopy and Multi-Head Attention Convolutional Neural Networks. Sensors 23 (23) (2023)
Stylianos Kokkas, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Konstantinos Karyotis, Nikiforos Samarinas, George C. Zalidis
Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data. IGARSS (2023)
Nikolaos L. Tsakiridis, Nikiforos Samarinas, Stylianos Kokkas, Eleni Kalopesa, Nikolaos Tziolas, George C. Zalidis
In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders. Comput. Electron. Agric. 212 (2023)
Nikiforos Samarinas, Nikolaos L. Tsakiridis, Stylianos Kokkas, Eleni Kalopesa, George C. Zalidis
Soil Data Cube and Artificial Intelligence Techniques for Generating National-Scale Topsoil Thematic Maps: A Case Study in Lithuanian Croplands. Remote. Sens. 15 (22) (2023)
Eleni Kalopesa, Konstantinos Karyotis, Nikolaos Tziolas, Nikolaos L. Tsakiridis, Nikiforos Samarinas, George C. Zalidis
Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques. Sensors 23 (3) (2023)
Eleni Kalopesa, Nikolaos L. Tsakiridis, Giorgos Boletos, Nikolaos Tziolas, George C. Zalidis
The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data. IGARSS (2023)
Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis
Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging. WHISPERS (2023)
Konstantinos Karyotis, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Nikiforos Samarinas, Eleni Kalopesa, Periklis Chatzimisios, George C. Zalidis
On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries. Remote. Sens. 15 (6) (2023)
Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis
A Survey of Robotic Harvesting Systems and Enabling Technologies. CoRR (2022)
Christos G. Chadoulos, Dimitrios Tsaopoulos, Serafeim P. Moustakidis, Nikolaos L. Tsakiridis, John B. Theocharis
A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation. Comput. Methods Programs Biomed. 227 (2022)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael
Earth Observation Data-Driven Cropland Soil Monitoring: A Review. Remote. Sens. 13 (21) (2021)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, George C. Zalidis
Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data. IGARSS (2021)
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis
Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data. Remote. Sens. 12 (9) (2020)
Nikolaos L. Tsakiridis, Themistoklis Diamantopoulos, Andreas L. Symeonidis, John B. Theocharis, Athanasios C. Iossifides, Periklis Chatzimisios, George Pratos, Dimitris Kouvas
Versatile Internet of Things for Agriculture: An eXplainable AI Approach. AIAI (2) (2020)
Nikolaos L. Tsakiridis, Christos G. Chadoulos, John B. Theocharis, Eyal Ben-Dor, George C. Zalidis
A three-level Multiple-Kernel Learning approach for soil spectral analysis. Neurocomputing 389 (2020)
Nikolaos L. Tsakiridis, John B. Theocharis, Panos Panagos, George C. Zalidis
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries. Appl. Soft Comput. 81 (2019)
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries. FUZZ-IEEE (2018)
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy. FUZZ-IEEE (2017)
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models. Expert Syst. Appl. 83 (2017)
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems. Knowl. Based Syst. 105 (2016)
Nikolaos L. Tsakiridis, John B. Theocharis, Raúl Pérez, Antonio González, George C. Zalidis
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems. FUZZ-IEEE (2016)
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems. FUZZ-IEEE (2015)