Konstantinos P. Ferentinos

Publication Activity (10 Years)

Years Active: 2001-2019
Publications (10 Years): 4

Top Topics

Machine Learning Algorithms

Cost Effectiveness

Predictive Accuracy

Top Venues

Comput. Electron. Agric.

Environ. Model. Softw.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Konstantinos P. Ferentinos, Myrto Barda, Dave Damer
An Image-Based Deep Learning Model for Cannabis Diseases, Nutrient Deficiencies and Pests Identification. EPIA (1) (2019)
Konstantinos P. Ferentinos
Deep learning models for plant disease detection and diagnosis. Comput. Electron. Agric. 145 (2018)
Daniel Colson, George P. Petropoulos, Konstantinos P. Ferentinos
Exploring the Potential of Sentinels-1 & 2 of the Copernicus Mission in Support of Rapid and Cost-effective Wildfire Assessment. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Andrew Whyte, Konstantinos P. Ferentinos, George P. Petropoulos
A new synergistic approach for monitoring wetlands using Sentinels -1 and 2 data with object-based machine learning algorithms. Environ. Model. Softw. 104 (2018)
Konstantinos P. Ferentinos, Theodore A. Tsiligiridis
A memetic algorithm for optimal dynamic design of wireless sensor networks. Comput. Commun. 33 (2) (2010)
Thomas J. Glezakos, Theodore A. Tsiligiridis, Lazaros S. Iliadis, Constantine P. Yialouris, Fotis P. Maris, Konstantinos P. Ferentinos
Feature extraction for time-series data: An artificial neural network evolutionary training model for the management of mountainous watersheds. Neurocomputing 73 (1-3) (2009)
Konstantinos P. Ferentinos, Theodore A. Tsiligiridis
A memetic algorithm for dynamic design of wireless sensor Networks. IEEE Congress on Evolutionary Computation (2007)
Silvia Nittel, Niki Trigoni, Konstantinos P. Ferentinos, Francois Neville, Arda Nural, Neal Pettigrew
A drift-tolerant model for data management in ocean sensor networks. MobiDE (2007)
Konstantinos P. Ferentinos, Theodore A. Tsiligiridis
Adaptive design optimization of wireless sensor networks using genetic algorithms. Comput. Networks 51 (4) (2007)
Konstantinos P. Ferentinos, Niki Trigoni, Silvia Nittel
Impact of Drifter Deployment on the Quality of Ocean Sensing. GSN (2006)
Konstantinos P. Ferentinos, Theodore A. Tsiligiridis
Evolutionary energy management and design of wireless sensor networks. SECON (2005)
Konstantinos P. Ferentinos
Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms. Neural Networks 18 (7) (2005)
Konstantinos P. Ferentinos, L. D. Albright
Optimal design of plant lighting system by genetic algorithms. Eng. Appl. Artif. Intell. 18 (4) (2005)
Konstantinos P. Ferentinos, Konstantinos G. Arvanitis, Nick Sigrimis
Heuristic optimization methods for motion planning of autonomous agricultural vehicles. J. Glob. Optim. 23 (2) (2002)
Konstantinos P. Ferentinos, Konstantinos G. Arvanitis, George D. Pasgianos, Nick A. Sigrimis
A comparison of intelligent computational algorithms for path planning. HERCMA (2001)