Prediction of spreading processes using a supervised Self-Organizing Map. - Dimitrios Moshou; Koen Deprez; Herman Ramon (Math. Comput. Simul., 2004)

Dynamic muscle fatigue detection using self-organizing maps. - Dimitrios Moshou; Ivo Hostens; George Papaioannou; Herman Ramon (Appl. Soft Comput., 2005)

Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps. - Dimitrios Moshou; Cedric Bravo; Roberto Oberti; Jon West; Luigi Bodria; Alastair McCartney; Herman Ramon (Real Time Imaging, 2005)

Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps. - Dimitrios Moshou; Dimitrios Kateris; Nader Sawalhi; Spyridon Loutridis; Ioannis Gravalos (ICANN (2), 2010)

Agricultural Vehicle Condition Monitoring System Based On Unsupervised Novelty Detection. - Dimitrios Moshou; Natsis Athanasios; Dimitrios Kateris; Ioannis Gravalos; Nader Sawalhi; Ioannis Kalimanis; Theodoros Gialamas; Panagiotis Xyradakis; Zisis Tsiropoulos (HAICTA, 2011)

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)

Spatial Enhancement of Modis Leaf Area Index Using Regression Analysis with Landsat Vegetation Index. - Georgios Ovakoglou; Thomas K. Alexandridis; Jan G. P. W. Clevers; Ines Cherif; Dimitrios Kasampalis; Ioannis Navrozidis; Charalampos Iordanidis; Dimitrios Moshou; Giovanni Laneve; Juan Suarez Beltran (IGARSS, 2018)

Identification of purple spot disease on asparagus crops across spatial and spectral scales. - Ioannis Navrozidis; Thomas K. Alexandridis; Agathoklis Dimitrakos; Anastasia L. Lagopodi; Dimitrios Moshou; George C. Zalidis (Comput. Electron. Agric., 2018)

Contribution of Remote Sensing on Crop Models: A Review. - Dimitrios Kasampalis; Thomas K. Alexandridis; Chetan Deva; Andrew J. Challinor; Dimitrios Moshou; Georgios Zalidis (J. Imaging, 2018)

Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches. - Theodota Zisi; Thomas K. Alexandridis; Spyridon Kaplanis; Ioannis Navrozidis; Alexandra A. Tamouridou; Anastasia L. Lagopodi; Dimitrios Moshou; Vassilios Polychronos (J. Imaging, 2018)

Machine Learning in Agriculture: A Review. - Konstantinos Liakos; Patrizia Busato; Dimitrios Moshou; Simon Pearson; Dionysis Bochtis (Sensors, 2018)

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)

Enhancing Food Security Through the Africultures Project: Design of Crop, Water and Drought Services. - Thomas K. Alexandridis; Dimitrios Moshou; Sixto Herrera García; Grigory Nikulin; Juan Suarez Beltran; Giovanni Laneve; Eleni Katragkou; Ines Cherif; Georgios Ovakoglou; Dimitrios Kasampalis; Maria Chara Karypidou; Stergios Kartsios; et al. (IGARSS, 2019)

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)

Smart environments and ambient intelligence in agricultural and environmental technology. - Andrés Muñoz 001; Jaehwa Park; Abdul M. Mouazen; Josenalde Barbosa De Oliveira; Dimitrios Moshou (J. Ambient Intell. Smart Environ., 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)

A deep learning approach for anthracnose infected trees classification in walnut orchards. - Athanasios Anagnostis; Aristotelis C. Tagarakis; Gabriela Asiminari; Elpiniki Papageorgiou; Dimitrios Kateris; Dimitrios Moshou; Dionysis Bochtis (Comput. Electron. Agric., 2021)

Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. - Abdul M. Mouazen; Felix Nyarko; Muhammad Qaswar; Gergely Tóth; Anne Gobin; Dimitrios Moshou (Remote. Sens., 2021)

Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm. - Tomás Rezník; Lukás Herman; Martina Klocová; Filip Leitner; Tomás Pavelka; Simon Leitgeb; Katerina Trojanová; Radim Stampach; Dimitrios Moshou; Abdul M. Mouazen; Thomas K. Alexandridis; Jakub Hrádek; et al. (Sensors, 2021)

Designing AfriCultuReS services to support food security in Africa. - Thomas K. Alexandridis; Georgios Ovakoglou; Ines Cherif; Marta Gómez Giménez; Giovanni Laneve; Dimitrios Kasampalis; Dimitrios Moshou; Stergios Kartsios; Maria Chara Karypidou; Eleni Katragkou; Sixto Herrera García; Mahlatse Kganyago; et al. (Trans. GIS, 2021)

Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. - Nikolaos Karapetsas; Thomas K. Alexandridis; George Bilas; Muhammad Abdul Munnaf; Angela Guerrero; Maria Calera; Anna Osann; Anne Gobin; Tomás Rezník; Dimitrios Moshou; Abdul Mounem Mouazen (Remote. Sens., 2022)

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)

Implementing Sentinel-2 Data and Machine Learning to Detect Plant Stress in Olive Groves. - Ioannis Navrozidis; Thomas Alexandridis; Dimitrios Moshou; Anne Haugommard; Anastasia L. Lagopodi (Remote. Sens., 2022)

GloSIS: The Global Soil Information System Web Ontology. - Raúl Palma; Bogusz Janiak; Luís Moreira de Sousa; Kathi Schleidt; Tomás Rezník; Fenny van Egmond; Johan Leenaars; Dimitrios Moshou; Abdul M. Mouazen; Peter Wilson; David Medyckyj-Scott; Alistair Ritchie; et al. (CoRR, 2024)