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ORCIDDimitris G. Stavrakoudis
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2020 – today
- 2022
[c15]George Routis, Marios Paraskevopoulos, Ioannis A. Vetsikas, Ioanna Roussaki, Dimitris G. Stavrakoudis, Dimitrios Katsantonis:
Data-Driven and Interoperable Smart Agriculture: An IoT-based Use-Case for Arable Crops. COINS 2022: 1-8- 2021
- [j22]Nikos Georgopoulos
, Ioannis Z. Gitas, Alexandra Stefanidou, Lauri Korhonen, Dimitris G. Stavrakoudis:
Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data. Remote. Sens. 13(23): 4827 (2021) - 2020
- [j21]Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos:
LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest. Remote. Sens. 12(10): 1565 (2020) - [j20]Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos:
Erratum: Stefanidou, A., et al. LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest. Remote Sensing 2020, 12, 1565. Remote. Sens. 12(19): 3116 (2020) - [j19]Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Nikos Georgopoulos, Dimitris G. Stavrakoudis:
Multispectral LiDAR-Based Estimation of Surface Fuel Load in a Dense Coniferous Forest. Remote. Sens. 12(20): 3333 (2020)
2010 – 2019
- 2019
- [j18]Dimitris G. Stavrakoudis, Dimitrios Katsantonis, Kalliopi Kadoglidou, Argyris Kalaitzidis, Ioannis Z. Gitas:
Estimating Rice Agronomic Traits Using Drone-Collected Multispectral Imagery. Remote. Sens. 11(5): 545 (2019) - [j17]Alexandra Stefanidou, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, Georgios Eftychidis:
Midterm Fire Danger Prediction Using Satellite Imagery and Auxiliary Thematic Layers. Remote. Sens. 11(23): 2786 (2019) - [c14]Nikos Georgopoulos, Dimitris G. Stavrakoudis, Ioannis Z. Gitas:
Object-Based Burned Area Mapping Using Sentinel-2 Imagery and Supervised Learning Guided by Empirical Rules. IGARSS 2019: 9980-9983 - 2018
- [j16]Francesco Nutini, Roberto Confalonieri, Alberto Crema, Ermes Movedi, Livia Paleari, Dimitris G. Stavrakoudis, Mirco Boschetti:
An operational workflow to assess rice nutritional status based on satellite imagery and smartphone apps. Comput. Electron. Agric. 154: 80-92 (2018) - 2017
- [j15]Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls, Gonçal Grau-Muedra, Francesco Nutini, Lorenzo Busetto, Dimitrios Katsantonis, Dimitris G. Stavrakoudis, Chara Minakou, Luca Gatti, Massimo Barbieri, Francesco Holecz, Daniela Stroppiana, Mirco Boschetti:
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index. Remote. Sens. 9(3): 248 (2017) - [j14]Lorenzo Busetto, Sven Casteleyn, Carlos Granell, Monica Pepe, Massimo Barbieri, Manuel Campos-Taberner, Raffaele Casa, Francesco Collivignarelli, Roberto Confalonieri, Alberto Crema, Francisco Javier García-Haro, Luca Gatti, Ioannis Z. Gitas, Alberto González-Pérez, Gonçal Grau-Muedra, Tommaso Guarneri, Francesco Holecz, Dimitrios Katsantonis, Chara Minakou, Ignacio Miralles, Ermes Movedi, Francesco Nutini, Valentina Pagani, Angelo Palombo, Francesco Di Paola, Simone Pascucci, Stefano Pignatti, Anna Rampini, Luigi Ranghetti, Elisabetta Ricciardelli, Filomena Romano, Dimitris G. Stavrakoudis, Daniela Stroppiana, Mariassunta Viggiano, Mirco Boschetti:
Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5423-5441 (2017) - 2016
- [j13]Eleni Dragozi, Ioannis Z. Gitas, Sofia Bajocco, Dimitris G. Stavrakoudis:
Exploring the Relationship between Burn Severity Field Data and Very High Resolution GeoEye Images: The Case of the 2011 Evros Wildfire in Greece. Remote. Sens. 8(7): 566 (2016) - [j12]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): 1470-1492 (2016) - 2015
- [j11]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis:
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images. Eng. Appl. Artif. Intell. 38: 203-220 (2015) - [j10]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images. Remote. Sens. 7(3): 2474-2508 (2015) - [j9]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm. IEEE Trans. Geosci. Remote. Sens. 53(10): 5352-5376 (2015) - [c13]David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis:
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery. IFSA-EUSFLAT 2015 - 2014
- [j8]Dimitris G. Stavrakoudis, Eleni Dragozi, Ioannis Z. Gitas, Christos G. Karydas:
Decision Fusion Based on Hyperspectral and Multispectral Satellite Imagery for Accurate Forest Species Mapping. Remote. Sens. 6(8): 6897-6928 (2014) - [j7]Eleni Dragozi, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, John B. Theocharis:
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery. Remote. Sens. 6(12): 12005-12036 (2014) - [c12]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas:
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm. FUZZ-IEEE 2014: 1976-1984 - 2013
- [b1]Dimitris G. Stavrakoudis:
Μεθοδολογίες ανάπτυξης ασαφών συστημάτων ταξινόμησης με χρήση εξελικτικών αλγορίθμων: εφαρμογή σε προβλήματα υψηλής διαστατικότητας. Aristotle University Of Thessaloniki, Greece, 2013 - [j6]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis:
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images. Knowl. Based Syst. 54: 86-102 (2013) - 2012
- [j5]Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis:
Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems. Int. J. Comput. Intell. Syst. 5(2): 254-275 (2012) - [j4]Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis:
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 50(1): 130-148 (2012) - [c11]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis:
IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification. BIBE 2012: 715-720 - [c10]Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis:
Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images. FUZZ-IEEE 2012: 1-8 - [c9]Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis:
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images. FUZZ-IEEE 2012: 1-8 - 2011
- [j3]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): 2355-2374 (2011) - [c8]Dimitris G. Stavrakoudis, Ioannis Z. Gitas, John B. Theocharis:
A hierarchical genetic fuzzy rule-based classifier for high-dimensional classification problems. FUZZ-IEEE 2011: 1279-1285 - [c7]Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis:
A Fast Iterative Rule-based Linguistic Classifier for hyperspectral remote sensing tasks. GEFS 2011: 24-30 - 2010
- [c6]Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis:
Enhancing the interpretability of genetic fuzzy classifiers in land cover classification from hyperspectral satellite imagery. FUZZ-IEEE 2010: 1-8 - [c5]Dimitris G. Stavrakoudis, John B. Theocharis:
Employing effective feature selection in Genetic Fuzzy Rule-Based Classification Systems. GEFS 2010: 21-26
2000 – 2009
- 2009
- [c4]Dimitris G. Stavrakoudis, John B. Theocharis:
A genetic fuzzy rule-based classifier for land cover image classification. FUZZ-IEEE 2009: 1677-1682 - 2008
- [j2]Paris A. Mastorocostas, Dimitris G. Stavrakoudis, John B. Theocharis:
A pipelined recurrent fuzzy model for real-time analysis of lung sounds. Eng. Appl. Artif. Intell. 21(8): 1301-1308 (2008) - [c3]Dimitris G. Stavrakoudis, A. K. Papastamoulis, John B. Theocharis:
Evolutionary identification of a recurrent fuzzy neural network with enhanced memory capabilities. GEFS 2008: 77-82 - 2007
- [j1]Dimitris G. Stavrakoudis, John B. Theocharis:
Pipelined Recurrent Fuzzy Neural Networks for Nonlinear Adaptive Speech Prediction. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1305-1320 (2007) - [c2]Dimitris G. Stavrakoudis, Paris A. Mastorocostas, John B. Theocharis:
A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds. FUZZ-IEEE 2007: 1-6 - [c1]Dimitris G. Stavrakoudis, John B. Theocharis:
A recurrent fuzzy neural network for adaptive speech prediction. SMC 2007: 2056-2061
Coauthor Index
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