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Dimitrios Moshou
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2020 – today
- 2024
- [i1]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, Yusuf Yigini, Ronald Vargas:
GloSIS: The Global Soil Information System Web Ontology. CoRR abs/2403.16778 (2024) - 2022
- [j24]Nikolaos Karapetsas
, Thomas K. Alexandridis
Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. Remote. Sens. 14(7): 1639 (2022) - [j23]Antonios Morellos, Xanthoula Eirini Pantazi
Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. Remote. Sens. 14(18): 4648 (2022) - [j22]Ioannis Navrozidis, Thomas Alexandridis
Implementing Sentinel-2 Data and Machine Learning to Detect Plant Stress in Olive Groves. Remote. Sens. 14(23): 5947 (2022) - [j21]Xanthoula Eirini Pantazi
Diagnosis of Induced Resistance State in Tomato Using Artificial Neural Network Models Based on Supervised Self-Organizing Maps and Fluorescence Kinetics. Sensors 22(16): 5970 (2022) - 2021
- [j20]Athanasios Anagnostis, Aristotelis C. Tagarakis
A deep learning approach for anthracnose infected trees classification in walnut orchards. Comput. Electron. Agric. 182: 105998 (2021) - [j19]Abdul M. Mouazen
Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. Remote. Sens. 13(22): 4615 (2021) - [j18]Tomás Rezník
Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm. Sensors 21(9): 2980 (2021) - [j17]Thomas K. Alexandridis
Designing AfriCultuReS services to support food security in Africa. Trans. GIS 25(2): 692-720 (2021) - 2020
- [j16]Andrés Muñoz
Smart environments and ambient intelligence in agricultural and environmental technology. J. Ambient Intell. Smart Environ. 12(5): 377-378 (2020) - [j15]Antonios Morellos, Georgios Tziotzios, Chrysoula Orfanidou
Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy. Remote. Sens. 12(12): 1920 (2020) - [c12]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:
Assessing Olive Trees Health Using Vegetation Indices and Mundi Web Services for Sentinel-2 Images. HAICTA 2020: 130-136 - [c11]Xanthoula Eirini Pantazi, Ines Cherif, Afroditi Alexandra Tamouridou, Dimitrios Moshou, Georgios Ovakoglou, Thomas Alexandridis, Xanthi Tseni, Stella Kalaitzopoulou, Spiros Mourelatos:
Comparing Machine Learning Algorithms for Surface Water Mapping using Sentinel-1 Data. HAICTA 2020: 227-235
2010 – 2019
- 2019
- [j14]Xanthoula Eirini Pantazi, Dimitrios Moshou
Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers. Comput. Electron. Agric. 156: 96-104 (2019) - [c10]Thomas K. Alexandridis, Dimitrios Moshou, Sixto Herrera García
Enhancing Food Security Through the Africultures Project: Design of Crop, Water and Drought Services. IGARSS 2019: 6287-6290 - [c9]Ioannis Navrozidis, Spiros Mourelatos
Olive Trees Stress Detection Using Sentinel-2 Images. IGARSS 2019: 7220-7223 - 2018
- [j13]Ioannis Navrozidis
Identification of purple spot disease on asparagus crops across spatial and spectral scales. Comput. Electron. Agric. 148: 322-329 (2018) - [j12]Dimitrios Kasampalis
Contribution of Remote Sensing on Crop Models: A Review. J. Imaging 4(4): 52 (2018) - [j11]Theodota Zisi, Thomas K. Alexandridis
Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches. J. Imaging 4(11): 132 (2018) - [j10]Konstantinos Liakos, Patrizia Busato, Dimitrios Moshou
Machine Learning in Agriculture: A Review. Sensors 18(8): 2674 (2018) - [j9]Alexandra A. Tamouridou, Xanthoula Eirini Pantazi
Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination. Sensors 18(9): 2770 (2018) - [c8]Georgios Ovakoglou
Spatial Enhancement of Modis Leaf Area Index Using Regression Analysis with Landsat Vegetation Index. IGARSS 2018: 8232-8235 - 2017
- [j8]Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi, Giorgos Kontouris, Dimitrios Moshou
Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy. Comput. Electron. Agric. 137: 130-137 (2017) - [j7]Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi
Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery. Comput. Electron. Agric. 139: 224-230 (2017) - [j6]Thomas K. Alexandridis
Novelty Detection Classifiers in Weed Mapping: Silybum marianum Detection on UAV Multispectral Images. Sensors 17(9): 2007 (2017) - [j5]Alexandra A. Tamouridou, Thomas K. Alexandridis
Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery. Sensors 17(10): 2307 (2017) - 2016
- [j4]Xanthoula Eirini Pantazi, Dimitrios Moshou
Wheat yield prediction using machine learning and advanced sensing techniques. Comput. Electron. Agric. 121: 57-65 (2016) - [c7]Xanthoula Eirini Pantazi, Dimitrios Moshou
Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines. AIAI 2016: 319-327 - 2015
- [c6]Xanthoula Eirini Pantazi, Dimitrios Moshou
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. EANN 2015: 119-126 - [c5]Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Thomas Alexandridis, Boyan Kuang:
Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming. HAICTA 2015: 765-776 - 2014
- [c4]Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis:
Application of Supervised Self Organising Models for Wheat Yield Prediction. AIAI 2014: 556-565 - 2013
- [c3]Xanthoula Eirini Pantazi, Dimitrios Moshou
Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs). EANN (1) 2013: 360-369 - 2011
- [c2]Dimitrios Moshou, Natsis Athanasios, Dimitrios Kateris, Ioannis Gravalos, Nader Sawalhi, Ioannis Kalimanis, Theodoros Gialamas, Panagiotis Xyradakis, Zisis Tsiropoulos:
Agricultural Vehicle Condition Monitoring System Based On Unsupervised Novelty Detection. HAICTA 2011: 321-332 - 2010
- [c1]Dimitrios Moshou
Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps. ICANN (2) 2010: 410-413
2000 – 2009
- 2005
- [j3]Dimitrios Moshou
Dynamic muscle fatigue detection using self-organizing maps. Appl. Soft Comput. 5(4): 391-398 (2005) - [j2]Dimitrios Moshou
Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps. Real Time Imaging 11(2): 75-83 (2005) - 2004
- [j1]Dimitrios Moshou
Prediction of spreading processes using a supervised Self-Organizing Map. Math. Comput. Simul. 65(1-2): 77-85 (2004)
Coauthor Index
aka: Thomas Alexandridis
aka: Afroditi Alexandra Tamouridou
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