George C. Zalidis

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Differential Evolution

Convolutional Neural Network

Machine Learning

Top Venues

Comput. Electron. Agric.

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)
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)
Theodora Angelopoulou, Sabine Chabrillat, Stefano Pignatti, Robert Milewski, Konstantinos Karyotis, Maximilian Brell, Thomas Ruhtz, Dionysis Bochtis, George C. Zalidis
Evaluation of Airborne HySpex and Spaceborne PRISMA Hyperspectral Remote Sensing Data for Soil Organic Matter and Carbonates Estimation. Remote. Sens. 15 (4) (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)
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)
Nikiforos Samarinas, Nikolaos Tziolas, George C. Zalidis
Improved Estimations of Nitrate and Sediment Concentrations Based on SWAT Simulations and Annual Updated Land Cover Products from a Deep Learning Classification Algorithm. ISPRS Int. J. Geo Inf. 9 (10) (2020)
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, 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)
Theodora Angelopoulou, Nikolaos Tziolas, Athanasios Balafoutis, George C. Zalidis, Dionysis Bochtis
Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review. Remote. Sens. 11 (6) (2019)
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)
Ioannis Navrozidis, Thomas K. Alexandridis, Agathoklis Dimitrakos, Anastasia L. Lagopodi, Dimitrios Moshou, George C. Zalidis
Identification of purple spot disease on asparagus crops across spatial and spectral scales. Comput. Electron. Agric. 148 (2018)
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)
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis, Ioannis Z. Gitas
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Panagiotis Katsigiannis, Lazaros Misopolinos, Vasilis Liakopoulos, Thomas K. Alexandridis, George C. Zalidis
An autonomous multi-sensor UAV system for reduced-input precision agriculture applications. MED (2016)
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)
Christos G. Karydas, Ioannis L. Sarakiotis, George C. Zalidis
Multi-scale risk assessment of stream pollution by wastewater of olive oil mills in Kolymvari, Crete. Earth Sci. Informatics 7 (1) (2014)
Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis
A multistage genetic fuzzy classifier for land cover classification from satellite imagery. Soft Comput. 15 (12) (2011)
Thomas K. Alexandridis, Ines Cherif, Yann Chemin, George N. Silleos, Eleftherios Stavrinos, George C. Zalidis
Integrated Methodology for Estimating Water Use in Mediterranean Agricultural Areas. Remote. Sens. 1 (3) (2009)
Nikolaos E. Mitrakis, Charalampos A. Topaloglou, Thomas K. Alexandridis, John B. Theocharis, George C. Zalidis
Decision Fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for Land Cover Classification Using Textural and Spectral Features. IEEE Trans. Geosci. Remote. Sens. 46 (7) (2008)