Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs). - Xanthoula Eirini Pantazi; Dimitrios Moshou; Dimitrios Kasampalis; Pavlos Tsouvaltzis; Dimitrios Kateris (EANN (1), 2013)

Application of Supervised Self Organising Models for Wheat Yield Prediction. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Abdul Mounem Mouazen; Boyan Kuang; Thomas Alexandridis (AIAI, 2014)

Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Antonios Morellos; Rebecca Louise Whetton; Jens Wiebensohn; Abdul Mounem Mouazen (EANN, 2015)

Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Abdul Mounem Mouazen; Thomas Alexandridis; Boyan Kuang (HAICTA, 2015)

Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Alexandra A. Tamouridou; Stathis Kasderidis (AIAI, 2016)

Wheat yield prediction using machine learning and advanced sensing techniques. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Thomas Alexandridis; Rebecca Louise Whetton; Abdul Mounem Mouazen (Comput. Electron. Agric., 2016)

Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy. - Xanthoula Eirini Pantazi; Alexandra A. Tamouridou; Thomas Alexandridis; Anastasia L. Lagopodi; Giorgos Kontouris; Dimitrios Moshou (Comput. Electron. Agric., 2017)

Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery. - Xanthoula Eirini Pantazi; Alexandra A. Tamouridou; Thomas Alexandridis; Anastasia L. Lagopodi; Javid Kashefi; Dimitrios Moshou (Comput. Electron. Agric., 2017)

Novelty Detection Classifiers in Weed Mapping: Silybum marianum Detection on UAV Multispectral Images. - Thomas K. Alexandridis; Alexandra A. Tamouridou; Xanthoula Eirini Pantazi; Anastasia L. Lagopodi; Javid Kashefi; Georgios Ovakoglou; Vassilios Polychronos; Dimitrios Moshou (Sensors, 2017)

Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery. - Alexandra A. Tamouridou; Thomas K. Alexandridis; Xanthoula Eirini Pantazi; Anastasia L. Lagopodi; Javid Kashefi; Dimitrios Kasampalis; Giorgos Kontouris; Dimitrios Moshou (Sensors, 2017)

Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination. - Alexandra A. Tamouridou; Xanthoula Eirini Pantazi; Thomas Alexandridis; Anastasia L. Lagopodi; Giorgos Kontouris; Dimitrios Moshou (Sensors, 2018)

Olive Trees Stress Detection Using Sentinel-2 Images. - Ioannis Navrozidis; Spiros Mourelatos; Francisco Javier Nieto de Santos; Thomas K. Alexandridis; Dimitrios Moshou; Xanthoula Eirini Pantazi; Afroditi Alexandra Tamouridou; Dmitrii Kozhukh; Fabien Castel; Anastasia L. Lagopodi; Zois Zartaloudis (IGARSS, 2019)

Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers. - Xanthoula Eirini Pantazi; Dimitrios Moshou; Alexandra A. Tamouridou (Comput. Electron. Agric., 2019)

Assessing Olive Trees Health Using Vegetation Indices and Mundi Web Services for Sentinel-2 Images. - Ioannis Navrozidis; Anne Haugommard; Dimitrios Kasampalis; Thomas Alexandridis; Fabien Castel; Dimitrios Moshou; Georgios Ovakoglou; Xanthoula Eirini Pantazi; Afroditi Alexandra Tamouridou; Anastasia L. Lagopodi; Zois Zartaloudis; Spiros Mourelatos (HAICTA, 2020)

Comparing Machine Learning Algorithms for Surface Water Mapping using Sentinel-1 Data. - Xanthoula Eirini Pantazi; Ines Cherif; Afroditi Alexandra Tamouridou; Dimitrios Moshou; Georgios Ovakoglou; Thomas Alexandridis; Xanthi Tseni; Stella Kalaitzopoulou; Spiros Mourelatos (HAICTA, 2020)

Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy. - Antonios Morellos; Georgios Tziotzios; Chrysoula Orfanidou; Xanthoula Eirini Pantazi; Christos Sarantaris; Varvara Maliogka; Thomas K. Alexandridis; Dimitrios Moshou (Remote. Sens., 2020)

Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. - Antonios Morellos; Xanthoula Eirini Pantazi; Charalampos Paraskevas; Dimitrios Moshou (Remote. Sens., 2022)

Diagnosis of Induced Resistance State in Tomato Using Artificial Neural Network Models Based on Supervised Self-Organizing Maps and Fluorescence Kinetics. - Xanthoula Eirini Pantazi; Anastasia L. Lagopodi; Afroditi Alexandra Tamouridou; Nathalie Nephelie Kamou; Ioannis Giannakis; Georgios Lagiotis; Evangelia Stavridou; Panagiotis Madesis; Georgios Tziotzios; Konstantinos Dolaptsis; Dimitrios Moshou (Sensors, 2022)

Application of Machine Learning for Disease Detection Tasks in Olive Trees Using Hyperspectral Data. - Ioannis Navrozidis; Xanthoula Eirini Pantazi; Anastasia L. Lagopodi; Dionysis D. Bochtis; Thomas K. Alexandridis (Remote. Sens., 2023)

Cost-benefit evaluation of preventive site-specific fungicide spraying for fusarium head blight in wheat. - Muhammad Baraa Almoujahed; Orly Enrique Apolo-Apolo; Antonios Morellos; Xanthoula Eirini Pantazi; Marius Kazlauskas; Zita Kriauciuniene; Egidijus Sarauskis; Abdul Mounem Mouazen (Comput. Electron. Agric., 2025)

Forecasting of Fusarium head blight spatial distribution in winter wheat using machine learning. - Antonios Morellos; Xanthoula Eirini Pantazi; Muhammad Baraa Almoujahed; Zita Kriauciuniene; Marius Kazlauskas; Egidijus Sarauskis; Abdul Mounem Mouazen (Comput. Electron. Agric., 2025)