Xanthoula Eirini Pantazi

Wheat yield prediction using machine learning and advanced sensing techniques

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis et al. · Computers and Electronics in Agriculture · 2015 · 574 citations

Precision Agriculture, Engineering, Agricultural Economics +5

Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers

Xanthoula Eirini Pantazi, Dimitrios Moshou, Afroditi Alexandra Tamouridou · Computers and Electronics in Agriculture · 2018 · 374 citations

Precision Agriculture, Image Analysis, Engineering +12

Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery

Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Thomas Alexandridis et al. · Computers and Electronics in Agriculture · 2017 · 95 citations

Cartography, Precision Agriculture, Engineering +10

Detection of biotic and abiotic stresses in crops by using hierarchical self organizing classifiers

Xanthoula Eirini Pantazi, Dimitrios Moshou, R. Oberti et al. · Precision Agriculture · 2017 · 78 citations

Agricultural Engineering, Precision Agriculture, Abiotic Stresses +13

Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy

Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Thomas Alexandridis et al. · Computers and Electronics in Agriculture · 2017 · 60 citations

Pathogen Detection, Bioanalysis, Microbotryum Silybum +8