DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems. - Nikolaos L. Tsakiridis; John B. Theocharis; George C. Zalidis (FUZZ-IEEE, 2015)

Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems. - Nikolaos L. Tsakiridis; John B. Theocharis; Raúl Pérez; Antonio González 005; George C. Zalidis (FUZZ-IEEE, 2016)

DECO3R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems. - Nikolaos L. Tsakiridis; John B. Theocharis; George C. Zalidis (Knowl. Based Syst., 2016)

A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy. - Nikolaos L. Tsakiridis; John B. Theocharis; George C. Zalidis (FUZZ-IEEE, 2017)

DECO3RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models. - Nikolaos L. Tsakiridis; John B. Theocharis; George C. Zalidis (Expert Syst. Appl., 2017)

An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries. - Nikolaos L. Tsakiridis; John B. Theocharis; George C. Zalidis (FUZZ-IEEE, 2018)

An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries. - Nikolaos L. Tsakiridis; John B. Theocharis; Panos Panagos; George C. Zalidis (Appl. Soft Comput., 2019)

Versatile Internet of Things for Agriculture: An eXplainable AI Approach. - Nikolaos L. Tsakiridis; Themistoklis Diamantopoulos; Andreas L. Symeonidis; John B. Theocharis; Athanasios C. Iossifides; Periklis Chatzimisios; George Pratos; Dimitris Kouvas (AIAI (2), 2020)

A three-level Multiple-Kernel Learning approach for soil spectral analysis. - Nikolaos L. Tsakiridis; Christos G. Chadoulos; John B. Theocharis; Eyal Ben-Dor; George C. Zalidis (Neurocomputing, 2020)

Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data. - Nikolaos Tziolas; Nikolaos L. Tsakiridis; Eyal Ben-Dor; John B. Theocharis; George C. Zalidis (Remote. Sens., 2020)

Cropland Topsoil Properties Mapping by Applying a Machine Learning Algorithm to Open Access Copernicus Data. - Nikolaos Tziolas; Nikolaos L. Tsakiridis; George C. Zalidis (IGARSS, 2021)

Earth Observation Data-Driven Cropland Soil Monitoring: A Review. - Nikolaos Tziolas; Nikolaos L. Tsakiridis; Sabine Chabrillat; José Alexandre Melo Demattê; Eyal Ben-Dor; Asa Gholizadeh; George C. Zalidis; Bas van Wesemael (Remote. Sens., 2021)

A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation. - Christos G. Chadoulos; Dimitrios Tsaopoulos; Serafeim P. Moustakidis; Nikolaos L. Tsakiridis; John B. Theocharis (Comput. Methods Programs Biomed., 2022)

The Greek Soil Data Cube in Support of Generating Soil Related Analysis Ready Data. - Eleni Kalopesa; Nikolaos L. Tsakiridis; Giorgos Boletos; Nikolaos Tziolas; George C. Zalidis (IGARSS, 2023)

Topsoil Organic Carbon Estimations in Greece Via Deep Learning and Open Earth Observation Data. - Stylianos Kokkas; Nikolaos L. Tsakiridis; Nikolaos Tziolas; Konstantinos Karyotis; Nikiforos Samarinas; George C. Zalidis (IGARSS, 2023)

Assessing Machine Learning Models for Soil Property Prediction Using Resampled Spectral Data: Implications for Hyperspectral Spaceborne Imaging. - Theodoros Tsatsoulis; Nikolaos L. Tsakiridis; Konstantinos Karyotis; George C. Zalidis (WHISPERS, 2023)

Transferability of Machine Learning Models for Soil Properties on Lucas Topsoil Spectral Libraries. - Theodoros Tsatsoulis; Nikolaos L. Tsakiridis; Konstantinos Karyotis; George C. Zalidis (WHISPERS, 2023)

A Survey of Robotic Harvesting Systems and Enabling Technologies. - Leonidas Droukas; Zoe Doulgeri; Nikolaos L. Tsakiridis; Dimitra Triantafyllou; Ioannis Kleitsiotis; Ioannis Mariolis; Dimitrios Giakoumis; Dimitrios Tzovaras; Dimitrios Kateris; Dionysis Bochtis (J. Intell. Robotic Syst., 2023)

Estimation of Sugar Content in Wine Grapes via In Situ VNIR-SWIR Point Spectroscopy Using Explainable Artificial Intelligence Techniques. - Eleni Kalopesa; Konstantinos Karyotis; Nikolaos Tziolas; Nikolaos L. Tsakiridis; Nikiforos Samarinas; George C. Zalidis (Sensors, 2023)

On-Site Soil Monitoring Using Photonics-Based Sensors and Historical Soil Spectral Libraries. - Konstantinos Karyotis; Nikolaos L. Tsakiridis; Nikolaos Tziolas; Nikiforos Samarinas; Eleni Kalopesa; Periklis Chatzimisios; George C. Zalidis (Remote. Sens., 2023)

In situ grape ripeness estimation via hyperspectral imaging and deep autoencoders. - Nikolaos L. Tsakiridis; Nikiforos Samarinas; Stylianos Kokkas; Eleni Kalopesa; Nikolaos Tziolas; George C. Zalidis (Comput. Electron. Agric., 2023)

Soil Data Cube and Artificial Intelligence Techniques for Generating National-Scale Topsoil Thematic Maps: A Case Study in Lithuanian Croplands. - Nikiforos Samarinas; Nikolaos L. Tsakiridis; Stylianos Kokkas; Eleni Kalopesa; George C. Zalidis (Remote. Sens., 2023)

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. - Eleni Kalopesa; Theodoros Gkrimpizis; Nikiforos Samarinas; Nikolaos L. Tsakiridis; George C. Zalidis (Sensors, 2023)

Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model. - Nikolaos L. Tsakiridis; Nikiforos Samarinas; Eleni Kalopesa; John B. Theocharis; George C. Zalidis (CEC, 2024)

Evaluation of EnMAP Imagery for Accurate Topsoil Estimation in Mediterranean Agricultural Regions. - Robert Milewski; Sabine Chabrillat; Nikolaos L. Tsakiridis; Nikolaos Tziolas; Thomas Schmid 001 (IGARSS, 2024)

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. - Nikiforos Samarinas; Nikolaos L. Tsakiridis; Eleni Kalopesa; George C. Zalidis (IGARSS, 2024)