Dimitris G. Stavrakoudis

38 papers B 8C 2Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2022 — conf
Data-Driven and Interoperable Smart Agriculture: An IoT-based Use-Case for Arable Crops.
COINS
George Routis, Marios Paraskevopoulos, Ioannis A. Vetsikas, Ioanna Roussaki, Dimitris G. Stavrakoudis, Dimitrios Katsantonis
2021 J jnl
Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data.
Remote. Sens.
Nikos Georgopoulos, Ioannis Z. Gitas, Alexandra Stefanidou, Lauri Korhonen, Dimitris G. Stavrakoudis
2020 J jnl
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.
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos
2020 J jnl
LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest.
Remote. Sens.
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Dimitris G. Stavrakoudis, Nikos Georgopoulos
2020 J jnl
Multispectral LiDAR-Based Estimation of Surface Fuel Load in a Dense Coniferous Forest.
Remote. Sens.
Alexandra Stefanidou, Ioannis Z. Gitas, Lauri Korhonen, Nikos Georgopoulos, Dimitris G. Stavrakoudis
2019 J jnl
Estimating Rice Agronomic Traits Using Drone-Collected Multispectral Imagery.
Remote. Sens.
Dimitris G. Stavrakoudis, Dimitrios Katsantonis, Kalliopi Kadoglidou, Argyris Kalaitzidis, Ioannis Z. Gitas
2019 J jnl
Midterm Fire Danger Prediction Using Satellite Imagery and Auxiliary Thematic Layers.
Remote. Sens.
Alexandra Stefanidou, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, Georgios Eftychidis
2019 C conf
Object-Based Burned Area Mapping Using Sentinel-2 Imagery and Supervised Learning Guided by Empirical Rules.
IGARSS
Nikos Georgopoulos, Dimitris G. Stavrakoudis, Ioannis Z. Gitas
2018 J jnl
An operational workflow to assess rice nutritional status based on satellite imagery and smartphone apps.
Comput. Electron. Agric.
Francesco Nutini, Roberto Confalonieri, Alberto Crema, Ermes Movedi, Livia Paleari, Dimitris G. Stavrakoudis, Mirco Boschetti
2017 J jnl
Downstream Services for Rice Crop Monitoring in Europe: From Regional to Local Scale.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2017 J jnl
Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index.
Remote. Sens.
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
2016 J jnl
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis, Ioannis Z. Gitas
2016 J jnl
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.
Eleni Dragozi, Ioannis Z. Gitas, Sofia Bajocco, Dimitris G. Stavrakoudis
2015 — conf
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery.
IFSA-EUSFLAT
David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis
2015 J jnl
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images.
Remote. Sens.
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
2015 J jnl
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
2015 J jnl
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images.
Eng. Appl. Artif. Intell.
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis
2014 J jnl
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery.
Remote. Sens.
Eleni Dragozi, Ioannis Z. Gitas, Dimitris G. Stavrakoudis, John B. Theocharis
2014 J jnl
Decision Fusion Based on Hyperspectral and Multispectral Satellite Imagery for Accurate Forest Species Mapping.
Remote. Sens.
Dimitris G. Stavrakoudis, Eleni Dragozi, Ioannis Z. Gitas, Christos G. Karydas
2014 B conf
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm.
FUZZ-IEEE
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis, Paris A. Mastorocostas
2013 J jnl
GeneSIS: A GA-based fuzzy segmentation algorithm for remote sensing images.
Knowl. Based Syst.
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis
2013 — —
Μεθοδολογίες ανάπτυξης ασαφών συστημάτων ταξινόμησης με χρήση εξελικτικών αλγορίθμων: εφαρμογή σε προβλήματα υψηλής διαστατικότητας
Dimitris G. Stavrakoudis
2012 B conf
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images.
FUZZ-IEEE
Stelios K. Mylonas, Dimitris G. Stavrakoudis, John B. Theocharis
2012 J jnl
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
2012 B conf
Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images.
FUZZ-IEEE
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis, Vassilios Petridis
2012 C conf
IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification.
BIBE
Vasilis G. Giannoglou, Dimitris G. Stavrakoudis, John B. Theocharis
2012 J jnl
Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems.
Int. J. Comput. Intell. Syst.
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
2011 — conf
A Fast Iterative Rule-based Linguistic Classifier for hyperspectral remote sensing tasks.
GEFS
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
2011 B conf
A hierarchical genetic fuzzy rule-based classifier for high-dimensional classification problems.
FUZZ-IEEE
Dimitris G. Stavrakoudis, Ioannis Z. Gitas, John B. Theocharis
2011 J jnl
A multistage genetic fuzzy classifier for land cover classification from satellite imagery.
Soft Comput.
Dimitris G. Stavrakoudis, John B. Theocharis, George C. Zalidis
2010 — conf
Employing effective feature selection in Genetic Fuzzy Rule-Based Classification Systems.
GEFS
Dimitris G. Stavrakoudis, John B. Theocharis
2010 B conf
Enhancing the interpretability of genetic fuzzy classifiers in land cover classification from hyperspectral satellite imagery.
FUZZ-IEEE
Dimitris G. Stavrakoudis, Georgia N. Galidaki, Ioannis Z. Gitas, John B. Theocharis
2009 B conf
A genetic fuzzy rule-based classifier for land cover image classification.
FUZZ-IEEE
Dimitris G. Stavrakoudis, John B. Theocharis
2008 J jnl
A pipelined recurrent fuzzy model for real-time analysis of lung sounds.
Eng. Appl. Artif. Intell.
Paris A. Mastorocostas, Dimitris G. Stavrakoudis, John B. Theocharis
2008 — conf
Evolutionary identification of a recurrent fuzzy neural network with enhanced memory capabilities.
GEFS
Dimitris G. Stavrakoudis, A. K. Papastamoulis, John B. Theocharis
2007 B conf
A Pipelined Recurrent Fuzzy Neural Filter for the Separation of Lung Sounds.
FUZZ-IEEE
Dimitris G. Stavrakoudis, Paris A. Mastorocostas, John B. Theocharis
2007 B conf
A recurrent fuzzy neural network for adaptive speech prediction.
SMC
Dimitris G. Stavrakoudis, John B. Theocharis
2007 J jnl
Pipelined Recurrent Fuzzy Neural Networks for Nonlinear Adaptive Speech Prediction.
IEEE Trans. Syst. Man Cybern. Part B
Dimitris G. Stavrakoudis, John B. Theocharis