Machine learning in agriculture: A review KG Liakos, P Busato, D Moshou, S Pearson, D Bochtis Sensors 18 (8), 2674, 2018 | 2463 | 2018 |
Sensing technologies for precision specialty crop production WS Lee, V Alchanatis, C Yang, M Hirafuji, D Moshou, C Li Computers and electronics in agriculture 74 (1), 2-33, 2010 | 680 | 2010 |
Wheat yield prediction using machine learning and advanced sensing techniques XE Pantazi, D Moshou, T Alexandridis, RL Whetton, AM Mouazen Computers and electronics in agriculture 121, 57-65, 2016 | 583 | 2016 |
Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy A Morellos, XE Pantazi, D Moshou, T Alexandridis, R Whetton, G Tziotzios, ... Biosystems Engineering 152, 104-116, 2016 | 466 | 2016 |
Automatic detection of ‘yellow rust’in wheat using reflectance measurements and neural networks D Moshou, C Bravo, J West, S Wahlen, A McCartney, H Ramon Computers and electronics in agriculture 44 (3), 173-188, 2004 | 452 | 2004 |
The potential of optical canopy measurement for targeted control of field crop diseases JS West, C Bravo, R Oberti, D Lemaire, D Moshou, HA McCartney Annual review of Phytopathology 41 (1), 593-614, 2003 | 428 | 2003 |
Early disease detection in wheat fields using spectral reflectance C Bravo, D Moshou, J West, A McCartney, H Ramon Biosystems Engineering 84 (2), 137-145, 2003 | 380 | 2003 |
Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers XE Pantazi, D Moshou, AA Tamouridou Computers and electronics in agriculture 156, 96-104, 2019 | 334 | 2019 |
Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps D Moshou, C Bravo, R Oberti, J West, L Bodria, A McCartney, H Ramon Real-Time Imaging 11 (2), 75-83, 2005 | 295 | 2005 |
Contribution of remote sensing on crop models: a review DA Kasampalis, TK Alexandridis, C Deva, A Challinor, D Moshou, ... Journal of Imaging 4 (4), 52, 2018 | 230 | 2018 |
Emissions characteristics of spark ignition engine operating on lower–higher molecular mass alcohol blended gasoline fuels I Gravalos, D Moshou, T Gialamas, P Xyradakis, D Kateris, Z Tsiropoulos Renewable Energy 50, 27-32, 2013 | 177 | 2013 |
Active learning system for weed species recognition based on hyperspectral sensing XE Pantazi, D Moshou, C Bravo Biosystems Engineering 146, 193-202, 2016 | 174 | 2016 |
Bruise detection on ‘Golden Delicious’ apples by vis/NIR spectroscopy J Xing, C Bravo, D Moshou, H Ramon, J De Baerdemaeker Computers and electronics in agriculture 52 (1-2), 11-20, 2006 | 115 | 2006 |
Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops D Moshou, C Bravo, R Oberti, JS West, H Ramon, S Vougioukas, ... Biosystems Engineering 108 (4), 311-321, 2011 | 113 | 2011 |
Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery XE Pantazi, AA Tamouridou, TK Alexandridis, AL Lagopodi, J Kashefi, ... Computers and Electronics in Agriculture 139, 224-230, 2017 | 111 | 2017 |
A machine learning approach for the condition monitoring of rotating machinery D Kateris, D Moshou, XE Pantazi, I Gravalos, N Sawalhi, S Loutridis Journal of Mechanical Science and Technology 28, 61-71, 2014 | 106 | 2014 |
A neural network based plant classifier D Moshou, E Vrindts, B De Ketelaere, J De Baerdemaeker, H Ramon Computers and electronics in agriculture 31 (1), 5-16, 2001 | 102 | 2001 |
Foliar disease detection in the field using optical sensor fusion C Bravo, D Moshou, R Oberti, J West, A McCartney, L Bodria, H Ramon International Commission of Agricultural Engineering, 2004 | 101 | 2004 |
AP—animal production technology: recognition system for pig cough based on probabilistic neural networks A Chedad, D Moshou, JM Aerts, A Van Hirtum, H Ramon, D Berckmans Journal of agricultural engineering research 79 (4), 449-457, 2001 | 101 | 2001 |
Improvement of vibrational comfort on agricultural vehicles by passive and semi-active cabin suspensions K Deprez, D Moshou, J Anthonis, J De Baerdemaeker, H Ramon Computers and electronics in agriculture 49 (3), 431-440, 2005 | 100 | 2005 |