Konstantinos Ferentinos
Konstantinos Ferentinos
Dept. of Ag. Engineering, Hellenic Agricultural Organization "Demeter"
Verified email at cornell.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning models for plant disease detection and diagnosis
KP Ferentinos
Computers and Electronics in Agriculture 145, 311-318, 2018
8142018
Adaptive design optimization of wireless sensor networks using genetic algorithms
KP Ferentinos, TA Tsiligiridis
Computer Networks 51 (4), 1031-1051, 2007
3032007
Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms
KP Ferentinos
Neural networks 18 (7), 934-950, 2005
1202005
A new synergistic approach for monitoring wetlands using Sentinels-1 and 2 data with object-based machine learning algorithms
A Whyte, KP Ferentinos, GP Petropoulos
Environmental Modelling & Software 104, 40-54, 2018
1162018
Wireless sensor networks for greenhouse climate and plant condition assessment
KP Ferentinos, N Katsoulas, A Tzounis, T Bartzanas, C Kittas
Biosystems Engineering 153, 70-81, 2017
962017
Energy optimization of wireless sensor networks for environmental measurements
KP Ferentinos, TA Tsiligiridis, KG Arvanitis
Proceedings of the International Conference on Computational Intelligence …, 2005
742005
Crop reflectance monitoring as a tool for water stress detection in greenhouses: A review
N Katsoulas, A Elvanidi, KP Ferentinos, M Kacira, T Bartzanas, C Kittas
Biosystems Engineering 151, 374-398, 2016
722016
Optimal design of plant lighting system by genetic algorithms
KP Ferentinos, LD Albright
Engineering Applications of Artificial Intelligence 18 (4), 473-484, 2005
552005
Hydroponics water management using adaptive scheduling with an on-line optimiser
N Sigrimis, KG Arvanitis, GD Pasgianos, K Ferentinos
Computers and electronics in agriculture 31 (1), 31-46, 2001
422001
A drift-tolerant model for data management in ocean sensor networks
S Nittel, N Trigoni, K Ferentinos, F Neville, A Nural, N Pettigrew
Proceedings of the 6th ACM international workshop on Data engineering for …, 2007
402007
Exploring the Potential of Sentinels-1 & 2 of the Copernicus Mission in Support of Rapid and Cost-effective Wildfire Assessment
D Colson, GP Petropoulos, KP Ferentinos
International Journal of Applied Earth Observation and Geoinformation 73 …, 2018
362018
Heuristic optimization methods for motion planning of autonomous agricultural vehicles
KP Ferentinos, KG Arvanitis, N Sigrimis
Journal of Global Optimization 23 (2), 155-170, 2002
362002
Determining the use of Sentinel-2A MSI for wildfire burning & severity detection
C Amos, GP Petropoulos, KP Ferentinos
International Journal of Remote Sensing 40 (3), 905-930, 2019
342019
Predictive neural network modeling of pH and electrical conductivity in deep-trough hydroponics
KP Ferentinos, LD Albright
TRANSACTIONS-AMERICAN SOCIETY OF AGRICULTURAL ENGINEERS 45 (6), 2007-2016, 2002
342002
Optimal Light Integral and Carbon Dioxide Concentration Combinations for Lettuce in Ventilated Greenhouses
KP Ferentinos, LD Albright, DV Ramani
Journal of agricultural engineering research 77 (3), 309-315, 2000
32*2000
Appraisal of the Sentinel-1 & 2 use in a large-scale wildfire assessment: A case study from Portugal's fires of 2017
AR Brown, GP Petropoulos, KP Ferentinos
Applied Geography 100, 78-89, 2018
282018
Systems and methods for providing optimal light-CO2 combinations for plant production
LD Albright, K Ferentinos, I Seginer, DS De Villiers, JW Ho
US Patent 7,184,846, 2007
282007
A memetic algorithm for optimal dynamic design of wireless sensor networks
KP Ferentinos, TA Tsiligiridis
Computer Communications 33 (2), 250-258, 2010
262010
Feature extraction for time-series data: An artificial neural network evolutionary training model for the management of mountainous watersheds
TJ Glezakos, TA Tsiligiridis, LS Iliadis, CP Yialouris, FP Maris, ...
Neurocomputing 73 (1-3), 49-59, 2009
262009
Gims: A Web-based Greenhouse Intelligent Management System
MT Maliappis, KP Ferentinos, HC Passam, AB Sideridis
World Journal of Agricultural Sciences 4 (5), 640-647, 2008
242008
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