Decision Fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for Land Cover Classification Using Textural and Spectral Features. - Nikolaos E. Mitrakis; Charalampos A. Topaloglou; Thomas K. Alexandridis; John B. Theocharis; George C. Zalidis (IEEE Trans. Geosci. Remote. Sens., 2008)

Integrated Methodology for Estimating Water Use in Mediterranean Agricultural Areas. - Thomas K. Alexandridis; Ines Cherif; Yann Chemin; George N. Silleos; Eleftherios Stavrinos; George C. Zalidis (Remote. Sens., 2009)

A multistage genetic fuzzy classifier for land cover classification from satellite imagery. - Dimitris G. Stavrakoudis; John B. Theocharis; George C. Zalidis (Soft Comput., 2011)

Multi-scale risk assessment of stream pollution by wastewater of olive oil mills in Kolymvari, Crete. - Christos G. Karydas; Ioannis L. Sarakiotis; George C. Zalidis (Earth Sci. Informatics, 2014)

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)

An autonomous multi-sensor UAV system for reduced-input precision agriculture applications. - Panagiotis Katsigiannis; Lazaros Misopolinos; Vasilis Liakopoulos; Thomas K. Alexandridis; George C. Zalidis (MED, 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 Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. - Stelios K. Mylonas; Dimitris G. Stavrakoudis; John B. Theocharis; George C. Zalidis; Ioannis Z. Gitas (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

Identification of purple spot disease on asparagus crops across spatial and spectral scales. - Ioannis Navrozidis; Thomas K. Alexandridis; Agathoklis Dimitrakos; Anastasia L. Lagopodi; Dimitrios Moshou; George C. Zalidis (Comput. Electron. Agric., 2018)

Contribution of Remote Sensing on Crop Models: A Review. - Dimitrios Kasampalis; Thomas K. Alexandridis; Chetan Deva; Andrew J. Challinor; Dimitrios Moshou; Georgios Zalidis (J. Imaging, 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)

Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review. - Theodora Angelopoulou; Nikolaos Tziolas; Athanasios Balafoutis; George C. Zalidis; Dionysis Bochtis (Remote. Sens., 2019)

Improved Estimations of Nitrate and Sediment Concentrations Based on SWAT Simulations and Annual Updated Land Cover Products from a Deep Learning Classification Algorithm. - Nikiforos Samarinas; Nikolaos Tziolas; George C. Zalidis (ISPRS Int. J. Geo Inf., 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)

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)

Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation. - Theodora Angelopoulou; Sabine Chabrillat; Stefano Pignatti; Robert Milewski; Konstantinos Karyotis; Maximilian Brell; Thomas Ruhtz; Dionysis Bochtis; George C. Zalidis (Remote. Sens., 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)

Digital Mapping of Soil Organic Carbon Using Drone Remote Sensing. - Sam Ottoy; Konstantinos Karyotis; Eleni Kalopesa; Koenraad Van Meerbeek; Joanna Nedelkou; Theodoros Gkrimpizis; Alain De Vocht; George C. Zalidis; Nikolaos Tziolas (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)