Nikolaos L. Tsakiridis

27 papers B 5C 5Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2024 C conf
Employing the Soil Data Cube and Digital Soil Mapping Techniques for National Topsoil Predictions of Soil Organic Carbon and Clay Content over the Lithuanian Grasslands.
IGARSS
Nikiforos Samarinas, Nikolaos L. Tsakiridis, Eleni Kalopesa, George C. Zalidis
2024 B conf
Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model.
CEC
Nikolaos L. Tsakiridis, Nikiforos Samarinas, Eleni Kalopesa, John B. Theocharis, George C. Zalidis
2024 C conf
Evaluation of EnMAP Imagery for Accurate Topsoil Estimation in Mediterranean Agricultural Regions.
IGARSS
Robert Milewski, Sabine Chabrillat, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Thomas Schmid
2023 J jnl
A Survey of Robotic Harvesting Systems and Enabling Technologies.
J. Intell. Robotic Syst.
Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis
2023 — conf
Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging.
WHISPERS
Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis
2023 J jnl
Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques.
Sensors
Eleni Kalopesa, Konstantinos Karyotis, Nikolaos Tziolas, Nikolaos L. Tsakiridis, Nikiforos Samarinas, George C. Zalidis
2023 J jnl
In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders.
Comput. Electron. Agric.
Nikolaos L. Tsakiridis, Nikiforos Samarinas, Stylianos Kokkas, Eleni Kalopesa, Nikolaos Tziolas, George C. Zalidis
2023 J jnl
On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries.
Remote. Sens.
Konstantinos Karyotis, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Nikiforos Samarinas, Eleni Kalopesa, Periklis Chatzimisios, George C. Zalidis
2023 J jnl
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
Eleni Kalopesa, Theodoros Gkrimpizis, Nikiforos Samarinas, Nikolaos L. Tsakiridis, George C. Zalidis
2023 J jnl
Soil Data Cube and Artificial Intelligence Techniques for Generating National-Scale Topsoil Thematic Maps: A Case Study in Lithuanian Croplands.
Remote. Sens.
Nikiforos Samarinas, Nikolaos L. Tsakiridis, Stylianos Kokkas, Eleni Kalopesa, George C. Zalidis
2023 C conf
The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data.
IGARSS
Eleni Kalopesa, Nikolaos L. Tsakiridis, Giorgos Boletos, Nikolaos Tziolas, George C. Zalidis
2023 C conf
Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data.
IGARSS
Stylianos Kokkas, Nikolaos L. Tsakiridis, Nikolaos Tziolas, Konstantinos Karyotis, Nikiforos Samarinas, George C. Zalidis
2023 — conf
Transferability of Machine Learning Models for Soil Properties on Lucas Topsoil Spectral Libraries.
WHISPERS
Theodoros Tsatsoulis, Nikolaos L. Tsakiridis, Konstantinos Karyotis, George C. Zalidis
2022 J jnl
A Survey of Robotic Harvesting Systems and Enabling Technologies.
CoRR
Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis, Dimitra Triantafyllou, Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Dimitrios Tzovaras, Dimitrios Kateris, Dionysis Bochtis
2022 J jnl
A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation.
Comput. Methods Programs Biomed.
Christos G. Chadoulos, Dimitrios Tsaopoulos, Serafeim P. Moustakidis, Nikolaos L. Tsakiridis, John B. Theocharis
2021 C conf
Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data.
IGARSS
Nikolaos Tziolas, Nikolaos L. Tsakiridis, George C. Zalidis
2021 J jnl
Earth Observation Data-Driven Cropland Soil Monitoring: A Review.
Remote. Sens.
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Sabine Chabrillat, José Alexandre Melo Demattê, Eyal Ben-Dor, Asa Gholizadeh, George C. Zalidis, Bas van Wesemael
2020 J jnl
A three-level Multiple-Kernel Learning approach for soil spectral analysis.
Neurocomputing
Nikolaos L. Tsakiridis, Christos G. Chadoulos, John B. Theocharis, Eyal Ben-Dor, George C. Zalidis
2020 J jnl
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.
Nikolaos Tziolas, Nikolaos L. Tsakiridis, Eyal Ben-Dor, John B. Theocharis, George C. Zalidis
2020 — conf
Versatile Internet of Things for Agriculture: An eXplainable AI Approach.
AIAI (2)
Nikolaos L. Tsakiridis, Themistoklis Diamantopoulos, Andreas L. Symeonidis, John B. Theocharis, Athanasios C. Iossifides, Periklis Chatzimisios, George Pratos, Dimitris Kouvas
2019 J jnl
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries.
Appl. Soft Comput.
Nikolaos L. Tsakiridis, John B. Theocharis, Panos Panagos, George C. Zalidis
2018 B conf
An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries.
FUZZ-IEEE
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
2017 B conf
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy.
FUZZ-IEEE
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
2017 J jnl
DECO
Expert Syst. Appl.
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
2016 J jnl
DECO
Knowl. Based Syst.
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis
2016 B conf
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems.
FUZZ-IEEE
Nikolaos L. Tsakiridis, John B. Theocharis, Raúl Pérez, Antonio González, George C. Zalidis
2015 B conf
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems.
FUZZ-IEEE
Nikolaos L. Tsakiridis, John B. Theocharis, George C. Zalidis