Follow
Nikolaos L. Tsakiridis
Nikolaos L. Tsakiridis
PhD in Electrical Engineering and Computer Science, Aristotle University of Thessaloniki, Greece
Verified email at auth.gr - Homepage
Title
Cited by
Cited by
Year
Simultaneous prediction of soil properties from VNIR-SWIR spectra using a localized multi-channel 1-D convolutional neural network
NL Tsakiridis, KD Keramaris, JB Theocharis, GC Zalidis
Geoderma 367, 114208, 2020
922020
An integrated methodology using open soil spectral libraries and Earth Observation data for soil organic carbon estimations in support of soil-related SDGs
N Tziolas, N Tsakiridis, Y Ogen, E Kalopesa, E Ben-Dor, J Theocharis, ...
Remote sensing of environment 244, 111793, 2020
572020
A memory-based learning approach utilizing combined spectral sources and geographical proximity for improved VIS-NIR-SWIR soil properties estimation
N Tziolas, N Tsakiridis, E Ben-Dor, J Theocharis, G Zalidis
Geoderma 340, 11-24, 2019
562019
Employing a multi-input deep convolutional neural network to derive soil clay content from a synergy of multi-temporal optical and radar imagery data
N Tziolas, N Tsakiridis, E Ben-Dor, J Theocharis, G Zalidis
Remote Sensing 12 (9), 1389, 2020
472020
A genetic algorithm‐based stacking algorithm for predicting soil organic matter from vis–NIR spectral data
NL Tsakiridis, NV Tziolas, JB Theocharis, GC Zalidis
European journal of soil science 70 (3), 578-590, 2019
412019
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries
NL Tsakiridis, JB Theocharis, P Panagos, GC Zalidis
Applied soft computing 81, 105504, 2019
362019
Earth observation data-driven cropland soil monitoring: A review
N Tziolas, N Tsakiridis, S Chabrillat, JAM Demattę, E Ben-Dor, ...
Remote Sensing 13 (21), 4439, 2021
342021
Versatile internet of things for agriculture: an explainable ai approach
NL Tsakiridis, T Diamantopoulos, AL Symeonidis, JB Theocharis, ...
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020
332020
DECO3RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models
NL Tsakiridis, JB Theocharis, GC Zalidis
Expert Systems with Applications 83, 257-272, 2017
322017
A survey of robotic harvesting systems and enabling technologies
L Droukas, Z Doulgeri, NL Tsakiridis, D Triantafyllou, I Kleitsiotis, I Mariolis, ...
Journal of Intelligent & Robotic Systems 107 (2), 21, 2023
262023
Using autoencoders to compress soil VNIR–SWIR spectra for more robust prediction of soil properties
E Tsimpouris, NL Tsakiridis, JB Theocharis
Geoderma 393, 114967, 2021
242021
Using interpretable fuzzy rule-based models for the estimation of soil organic carbon from VNIR/SWIR spectra and soil texture
NL Tsakiridis, JB Theocharis, E Ben-Dor, GC Zalidis
Chemometrics and Intelligent Laboratory Systems 189, 39-55, 2019
212019
DECO3R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems
NL Tsakiridis, JB Theocharis, GC Zalidis
Knowledge-Based Systems 105, 160-174, 2016
202016
Estimation of sugar content in wine grapes via in situ VNIR–SWIR point spectroscopy using explainable artificial intelligence techniques
E Kalopesa, K Karyotis, N Tziolas, N Tsakiridis, N Samarinas, G Zalidis
Sensors 23 (3), 1065, 2023
172023
Fusion of spatio-temporal UAV and proximal sensing data for an agricultural decision support system
P Katsigiannis, G Galanis, A Dimitrakos, N Tsakiridis, C Kalopesas, ...
Fourth International Conference on Remote Sensing and Geoinformation of the …, 2016
162016
A three-level Multiple-Kernel Learning approach for soil spectral analysis
NL Tsakiridis, CG Chadoulos, JB Theocharis, E Ben-Dor, GC Zalidis
Neurocomputing 389, 27-41, 2020
132020
Improving the predictions of soil properties from VNIR–SWIR spectra in an unlabeled region using semi-supervised and active learning
NL Tsakiridis, JB Theocharis, AL Symeonidis, GC Zalidis
Geoderma 387, 114830, 2021
102021
An evolutionary fuzzy rule-based system applied to real-world Big Data-the GEO-CRADLE and LUCAS soil spectral libraries
NL Tsakiridis, JB Theocharis, GC Zalidis
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018
72018
Predicting soil properties for sustainable agriculture using vis-NIR spectroscopy: a case study in northern Greece
NL Tsakiridis, N Tziolas, A Dimitrakos, G Galanis, E Ntonou, A Tsirika, ...
Fifth International Conference on Remote Sensing and Geoinformation of the …, 2017
72017
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy
NL Tsakiridis, JB Theocharis, GC Zalidis
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2017
72017
The system can't perform the operation now. Try again later.
Articles 1–20