Xanthoula Eirini Pantazi

发表

Comparing Machine Learning Algorithms for Surface Water Mapping using Sentinel-1 Data

Xanthoula Eirini Pantazi, Ines Cherif, Afroditi Alexandra Tamouridou, 2020, HAICTA.

Novelty Detection Classifiers in Weed Mapping: Silybum marianum Detection on UAV Multispectral Images

Xanthoula Eirini Pantazi, Dimitrios Moshou, Georgios Ovakoglou, 2017, Sensors.

Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps

Jens Wiebensohn, Xanthoula Eirini Pantazi, Dimitrios Moshou, 2015, EANN.

Tutorial VI: Postharvest phenotyping

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020 .

Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas K. Alexandridis, 2017, Sensors.

Tutorial III: Disease and nutrient stress detection

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020 .

Utilization of multisensors and data fusion in precision agriculture

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020 .

6th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2013) Automatic Identification of Gasoline - Biofuel Blend Type in an Internal Combustion Four-stroke Engine Based on Unsupervised Novelty Detection and Active Learning

Xanthoula Eirini Pantazi, Dimitrios Moshou, Ioannis Gravalos, 2013 .

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

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, 2017, Comput. Electron. Agric..

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

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, 2017, Comput. Electron. Agric..

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, Thomas Alexandridis, 2015, HAICTA.

Automatic Identification of Gasoline – Biofuel Blend Type in an Internal Combustion Four-stroke Engine based on Unsupervised Novelty Detection and Active Learning☆

Xanthoula Eirini Pantazi, Dimitrios Moshou, Ioannis Gravalos, 2013 .

Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas K. Alexandridis, 2020, Remote. Sens..

Wheat yield prediction using machine learning and advanced sensing techniques

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, 2016, Comput. Electron. Agric..

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 Kateris, 2013, EANN.

Crop health condition monitoring based on the identification of biotic and abiotic stresses by using hierarchical self-organizing classifiers

Roberto Oberti, Xanthoula Eirini Pantazi, Dimitrios Moshou, 2015 .

Tutorial I: Weed detection

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020, Intelligent Data Mining and Fusion Systems in Agriculture.

Olive Trees Stress Detection Using Sentinel-2 Images

Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Dimitrios Moshou, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

General overview of the proposed data mining and fusion techniques in agriculture

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020 .

Application of Supervised Self Organising Models for Wheat Yield Prediction

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, 2014, AIAI.

Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines

Stathis Kasderidis, Xanthoula Eirini Pantazi, Dimitrios Moshou, 2016, AIAI.

Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, 2018, Sensors.

Ανάπτυξη μεθόδων υπολογιστικής νοημοσύνης και σύντηξης δεδομένων με εφαρμογή στο πεδίο της μηχανικής βιοσυστημάτων

Xanthoula Eirini Pantazi, Ξανθούλα Ειρήνη Πανταζή, 2016 .

Artificial Intelligence in Agriculture

Xanthoula Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis, 2020, Journal of Physics: Conference Series.

Assessing Olive Trees Health Using Vegetation Indices and Mundi Web Services for Sentinel-2 Images

Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Dimitrios Moshou, 2020, HAICTA.

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

Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou, 2019, Comput. Electron. Agric..

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

Roberto Oberti, Xanthoula Eirini Pantazi, Dimitrios Moshou, 2017, Precision Agriculture.