A Boosted Genetic Fuzzy Classifier for land cover classification of remote sensing imagery

D.G. Stavrakoudis , J.B. Theocharis , G.C. Zalidis
Isprs Journal of Photogrammetry and Remote Sensing 66 ( 4) 529 -544

40
2011
HANDLING HIGHLY-DIMENSIONAL CLASSIFICATION TASKS WITH HIERARCHICAL GENETIC FUZZY RULE-BASED CLASSIFIERS

DIMITRIS G. STAVRAKOUDIS , JOHN B. THEOCHARIS
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 20 73 -104

2
2012
A genetic fuzzy-rule-based classifier for land cover classification from hyperspectral imagery

Dimitris G Stavrakoudis , Georgia N Galidaki , Ioannis Z Gitas , John B Theocharis
IEEE Transactions on Geoscience and Remote sensing 50 ( 1) 130 -148

70
2011
Exploiting the Interpretability of Fuzzy Rule-Based Classifiers for Analyzing Hyperspectral Remotely Sensed Data

Dimitris G Stavrakoudis , Stelios K Mylonas , Charalampos A Topaloglou , John B Theocharis

Report on the large wildfires of 2022 in Europe

Miguel ALMEIDA , Mikhail SOVIEV , Jesus SAN-MIGUEL , Tracy DURRANT

2024
Development of an Early Warning and Incident Response System for the Protection of Visitors from Natural Hazards in Important Outdoor Sites in Greece

Athanasios Sfetsos , Dimitris Stavrakoudis , Ioannis Z. Gitas , Vassiliki Varela
Sustainability 13 ( 9) 5143 -5143

4
2021
Development of a standard database of reference sites for validating global burned area products

Magí Franquesa , Melanie K Vanderhoof , Dimitris Stavrakoudis , Ioannis Z Gitas
Earth System Science Data 12 ( 4) 3229 -3246

3
2020
LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest

Alexandra Stefanidou , Ioannis Z. Gitas , Lauri Korhonen , Dimitris Stavrakoudis
Remote Sensing 12 ( 10) 1565

1
2020
Midterm Fire Danger Prediction Using Satellite Imagery and Auxiliary Thematic Layers

Alexandra Stefanidou , Ioannis Z. Gitas , Dimitris Stavrakoudis , Georgios Eftychidis
Remote Sensing 11 ( 23) 2786

2
2019
Image Processing and Analysis Methods

Sergio Bernardes , Marguerite Madden , Ike Astuti , Emilio Chuvieco
Manual of Remote Sensing, 4th Edition ( 4) 631 -868

1
2019
Erratum: Stefanidou, A., et al. LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest. Remote Sensing 2020, 12 , 1565

Alexandra Stefanidou , Ioannis Z. Gitas , Lauri Korhonen , Dimitris Stavrakoudis
Remote Sensing 12 ( 19) 3116

2020
Decision Fusion Based on Hyperspectral and Multispectral Satellite Imagery for Accurate Forest Species Mapping

Dimitris Stavrakoudis , Eleni Dragozi , Ioannis Gitas , Christos Karydas
Remote Sensing 6 ( 8) 6897 -6928

38
2014
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery

Eleni Dragozi , Ioannis Gitas , Dimitris Stavrakoudis , John Theocharis
Remote Sensing 6 ( 12) 12005 -12036

23
2014
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images

Stelios Mylonas , Dimitris Stavrakoudis , John Theocharis , Paris Mastorocostas
Remote Sensing 7 ( 3) 2474 -2508

7
2015
Exploring the Relationship between Burn Severity Field Data and Very High Resolution GeoEye Images: The Case of the 2011 Evros Wildfire in Greece

Eleni Dragozi , Ioannis Gitas , Sofia Bajocco , Dimitris Stavrakoudis
Remote Sensing 8 ( 7) 566 -566

10
2016
Automated Burned Scar Mapping Using Sentinel-2 Imagery

Dimitris Stavrakoudis , Thomas Katagis , Chara Minakou , Ioannis Z. Gitas
Journal of Geographic Information System 12 ( 03) 221 -240

1
2020
Object-Based Burned Area Mapping Using Sentinel-2 Imagery and Supervised Learning Guided by Empirical Rules

Nikos Georgopoulos , Dimitris Stavrakoudis , Ioannis Z. Gitas
international geoscience and remote sensing symposium 9980 -9983

1
2019
Mid-term fire danger index based on satellite imagery and ancillary geographic data

Liountmila Stepanidou , Dionysis Grigoriadis , Thomas Katagis , Dimitris Stavrakoudis
Fifth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2017) 10444

2017
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery

David Garcia , Dimitris Stavrakoudis , Antonio Gonzalez , Raul Perez
conference of international fuzzy systems association and european society for fuzzy logic and technology

1
2015
Accurate multi-source forest species mapping using the multiple spectral–spatial classification approach

Dimitris Stavrakoudis , Ioannis Gitas , Christos Karydas , Polychronis Kolokoussis
Image and Signal Processing for Remote Sensing XXI 9643 964324

2015