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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
522020
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
442019
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
332020
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
312020
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
292019
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
292017
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
272019
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
192016
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
172019
Versatile internet of things for agriculture: an eXplainable AI approach
NL Tsakiridis, T Diamantopoulos, AL Symeonidis, JB Theocharis, ...
IFIP international conference on artificial intelligence applications and …, 2020
162020
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
112020
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
112016
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
82021
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
82021
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
82021
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
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
62018
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
62017
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems
NL Tsakiridis, JB Theocharis, R Pérez, A González, GC Zalidis
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1429-1436, 2016
62016
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems
NL Tsakiridis, JB Theocharis, GC Zalidis
2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2015
42015
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Articles 1–20