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1

Wheat yield prediction using machine learning and advanced sensing techniques

Pantazi, X.E., Moshou, D., Alexandridis, T., Whetton, R.L., Mouazen, A.M.

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 3.04 MB

english, 2016

2

Sensing technologies for precision specialty crop production

W.S. Lee, V. Alchanatis, C. Yang, M. Hirafuji, D. Moshou, C. Li

Journal:

Computers and Electronics in Agriculture

Year:

2010

Language:

english

File:

PDF, 1.64 MB

english, 2010

3

Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers

Pantazi, X.E., Moshou, D., Tamouridou, A.A.

Journal:

Computers and Electronics in Agriculture

Year:

2019

Language:

english

File:

PDF, 3.63 MB

english, 2019

4

Detection of biotic and abiotic stresses in crops by using hierarchical self organizing classifiers

Pantazi, Xanthoula Eirini, Moshou, Dimitrios, Oberti, Roberto, West, Jon, Mouazen, Abdul Mounem, Bochtis, Dionysios

Journal:

Precision Agriculture

Year:

2017

Language:

english

File:

PDF, 872 KB

english, 2017

5

Machine Learning in Agriculture: A Review

Liakos, Konstantinos, Busato, Patrizia, Moshou, Dimitrios, Pearson, Simon, Bochtis, Dionysis

Journal:

Year:

2018

Language:

english

File:

PDF, 1.40 MB

english, 2018

6

Smart environments and ambient intelligence in agricultural and environmental technology

MuÃ±oz, AndrÃ©s, Park, Jaehwa, Mouazen, AbdulÂ M., de Oliveira, JosenaldeÂ Barbosa, Moshou, Dimitros

Journal:

Journal of Ambient Intelligence and Smart Environments

Year:

2020

File:

PDF, 42 KB

2020

7

Simultaneous identification of plant stresses and diseases in arable crops using proximal optical sensing and self-organising maps

D. Moshou, C. Bravo, S. Wahlen, J. West, A. McCartney, J. De Baerdemaeker, H. Ramon

Journal:

Precision Agriculture

Year:

2006

Language:

english

File:

PDF, 422 KB

english, 2006

8

Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery

Pantazi, X.E., Tamouridou, A.A., Alexandridis, T.K., Lagopodi, A.L., Kashefi, J., Moshou, D.

Journal:

Computers and Electronics in Agriculture

Year:

2017

Language:

english

File:

PDF, 2.15 MB

english, 2017

9

Identification of purple spot disease on asparagus crops across spatial and spectral scales

Navrozidis, I., Alexandridis, T.K., Dimitrakos, A., Lagopodi, A.L., Moshou, D., Zalidis, G.

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 2.82 MB

english, 2018

10

Comfort improvement of a nonlinear suspension using global optimization and in situ measurements

K. Deprez, D. Moshou, H. Ramon

Journal:

Journal of Sound and Vibration

Year:

2005

Language:

english

File:

PDF, 309 KB

english, 2005

11

Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy

Pantazi, X.E., Tamouridou, A.A., Alexandridis, T.K., Lagopodi, A.L., Kontouris, G., Moshou, D.

Journal:

Computers and Electronics in Agriculture

Year:

2017

Language:

english

File:

PDF, 2.42 MB

english, 2017

12

Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using VisâNIR Spectroscopy

Morellos, Antonios, Tziotzios, Georgios, Orfanidou, Chrysoula, Pantazi, Xanthoula Eirini, Sarantaris, Christos, Maliogka, Varvara, Alexandridis, Thomas K., Moshou, Dimitrios

Journal:

Year:

2020

File:

PDF, 3.14 MB

2020

13

Chlorophyll Fluorescence as a Tool for Online Quality Sorting of Apples

D. Moshou, S. Wahlen, R. Strasser, A. Schenk, J. De Baerdemaeker, H. Ramon

Journal:

Biosystems Engineering

Year:

2005

Language:

english

File:

PDF, 386 KB

english, 2005

14

Intelligent multi-sensor system for the detection and treatment of fungal diseases in arable crops

D. Moshou, C. Bravo, R. Oberti, J.S. West, H. Ramon, S. Vougioukas, D. Bochtis

Journal:

Biosystems Engineering

Year:

2011

Language:

english

File:

PDF, 853 KB

english, 2011

15

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

Journal:

Real-Time Imaging

Year:

2005

Language:

english

File:

PDF, 497 KB

english, 2005

16

A generalized modelling technique for linearized motions of mechanisms with flexible parts

J. Anthonis, I. Hostens, A. M. Mouazen, D. Moshou, H. Ramon

Journal:

Journal of Sound and Vibration

Year:

2003

Language:

english

File:

PDF, 227 KB

english, 2003

17

Vibration control using self-organizing look-up tables

D. Moshou, H. Ramon

Journal:

Journal of Sound and Vibration

Year:

2003

Language:

english

File:

PDF, 225 KB

english, 2003

18

Early Disease Detection in Wheat Fields using Spectral Reflectance

Cédric Bravo, Dimitrios Moshou, Jonathan West, Alastair McCartney, Herman Ramon

Journal:

Biosystems Engineering

Year:

2003

Language:

english

File:

PDF, 1.52 MB

english, 2003

19

Improvement of vibrational comfort on agricultural vehicles by passive and semi-active cabin suspensions

Koen Deprez, Dimitrios Moshou, Jan Anthonis, Josse De Baerdemaeker, Herman Ramon

Journal:

Computers and Electronics in Agriculture

Year:

2005

Language:

english

File:

PDF, 263 KB

english, 2005

20

Emissions characteristics of spark ignition engine operating on lower–higher molecular mass alcohol blended gasoline fuels

I. Gravalos, D. Moshou, Th. Gialamas, P. Xyradakis, D. Kateris, Z. Tsiropoulos

Journal:

Renewable Energy

Year:

2013

Language:

english

File:

PDF, 1011 KB

english, 2013

21

Constraints on the dynamics and spatio-temporal evolution of the 2011 Oichalia seismic swarm (SW Peloponnesus, Greece)

Kassaras, I., Kapetanidis, V., Karakonstantis, A., Kouskouna, V., Ganas, A., Chouliaras, G., Drakatos, G., Moshou, A., Mitropoulou, V., Argyrakis, P., Lekkas, E., Makropoulos, K.

Journal:

Year:

2014

Language:

english

File:

PDF, 6.93 MB

english, 2014

22

Active learning system for weed species recognition based on hyperspectral sensing

Pantazi, Xanthoula-Eirini, Moshou, Dimitrios, Bravo, Cedric

Journal:

Biosystems Engineering

Year:

2016

Language:

english

File:

PDF, 1.85 MB

english, 2016

23

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

Morellos, Antonios, Pantazi, Xanthoula-Eirini, Moshou, Dimitrios, Alexandridis, Thomas, Whetton, Rebecca, Tziotzios, Georgios, Wiebensohn, Jens, Bill, Ralf, Mouazen, Abdul M.

Journal:

Biosystems Engineering

Year:

2016

Language:

english

File:

PDF, 2.34 MB

english, 2016

24

COMFORT IMPROVEMENT OF AGRICULTURAL VEHICLES BY PASSIVE AND SEMI-ACTIVE SUSPENSIONS

Deprez, K, Moshou, D, Ramon, H, Baerdemaeker, J De

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 538 KB

english, 2002

25

Contribution of Remote Sensing on Crop Models: A Review

Kasampalis, Dimitrios, Alexandridis, Thomas, Deva, Chetan, Challinor, Andrew, Moshou, Dimitrios, Zalidis, Georgios

Journal:

Journal of Imaging

Year:

2018

Language:

english

File:

PDF, 7.24 MB

english, 2018

26

Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery

Tamouridou, Afroditi, Alexandridis, Thomas, Pantazi, Xanthoula, Lagopodi, Anastasia, Kashefi, Javid, Kasampalis, Dimitris, Kontouris, Georgios, Moshou, Dimitrios

Journal:

Year:

2017

Language:

english

File:

PDF, 2.77 MB

english, 2017

27

The July 20, 2017 M6.6 Kos Earthquake: Seismic and Geodetic Evidence for an Active North-Dipping Normal Fault at the Western End of the Gulf of Gökova (SE Aegean Sea)

Ganas, Athanassios, Elias, Panagiotis, Kapetanidis, Vasilis, Valkaniotis, Sotirios, Briole, Pierre, Kassaras, Ioannis, Argyrakis, Panagiotis, Barberopoulou, Aggeliki, Moshou, Alexandra

Journal:

Pure and Applied Geophysics

Year:

2019

Language:

english

File:

PDF, 17.83 MB

english, 2019

28

Evaluation of a Cascade Compensator for Horizontal Vibrations of a Flexible Spray Boom

H. Ramon, J. Anthonis, D. Moshou, J. De Baerdemaeker

Journal:

Journal of Agricultural Engineering Research

Year:

1998

Language:

english

File:

PDF, 401 KB

english, 1998

29

AP—Animal Production Technology: Recognition System for Pig Cough based on Probabilistic Neural Networks

A. Chedad, D. Moshou, J.M. Aerts, A. Van Hirtum, H. Ramon, D. Berckmans

Journal:

Journal of Agricultural Engineering Research

Year:

2001

Language:

english

File:

PDF, 534 KB

english, 2001

30

Dynamic muscle fatigue detection using self-organizing maps

Dimitrios Moshou, Ivo Hostens, George Papaioannou, Herman Ramon

Journal:

Applied Soft Computing

Year:

2005

Language:

english

File:

PDF, 325 KB

english, 2005

31

Effect of controlled traffic on field efficiency

D.D. Bochtis, C.G. Sørensen, O. Green, D. Moshou, J. Olesen

Journal:

Biosystems Engineering

Year:

2010

Language:

english

File:

PDF, 820 KB

english, 2010

32

A study on the effect of electronic engine speed regulator on agricultural tractor ride vibration behavior

S. Loutridis, Th. Gialamas, I. Gravalos, D. Moshou, D. Kateris, P. Xyradakis, Z. Tsiropoulos

Journal:

Journal of Terramechanics

Year:

2011

Language:

english

File:

PDF, 455 KB

english, 2011

33

Prediction of spreading processes using a supervised Self-Organizing Map

Dimitrios Moshou, Koen Deprez, Herman Ramon

Journal:

Mathematics and Computers in Simulation

Year:

2004

Language:

english

File:

PDF, 187 KB

english, 2004

34

Neural recognition system for swine cough

D Moshou, A Chedad, A Van Hirtum, J De Baerdemaeker, D Berckmans, H Ramon

Journal:

Mathematics and Computers in Simulation

Year:

2001

Language:

english

File:

PDF, 348 KB

english, 2001

35

H∞-controller design for a vibrations isolating platform

Jan Anthonis, Jan Swevers, Dimitrios Moshou, Herman Ramon

Journal:

Control Engineering Practice

Year:

1999

Language:

english

File:

PDF, 333 KB

english, 1999

36

A Weed Species Spectral Detector Based on Neural Networks

D. Moshou, H. Ramon, J. De Baerdemaeker

Journal:

Precision Agriculture

Year:

2002

Language:

english

File:

PDF, 336 KB

english, 2002

37

Automatic detection of ‘yellow rust’ in wheat using reflectance measurements and neural networks

Dimitrios Moshou, Cédric Bravo, Jonathan West, Stijn Wahlen, Alastair McCartney, Herman Ramon

Journal:

Computers and Electronics in Agriculture

Year:

2004

Language:

english

File:

PDF, 531 KB

english, 2004

38

Bruise detection on ‘Golden Delicious’ apples by vis/NIR spectroscopy

Juan Xing, Cedric Bravo, Dimitrios Moshou, Herman Ramon, Josse De Baerdemaeker

Journal:

Computers and Electronics in Agriculture

Year:

2006

Language:

english

File:

PDF, 420 KB

english, 2006

39

An experimental study on the impact of the rear track width on the stability of agricultural tractors using a test bench

I. Gravalos, T. Gialamas, S. Loutridis, D. Moshou, D. Kateris, P. Xyradakis, Z. Tsiropoulos

Journal:

Journal of Terramechanics

Year:

2011

Language:

english

File:

PDF, 482 KB

english, 2011

40

A neural network based plant classifier

Dimitrios Moshou, Els Vrindts, Bart De Ketelaere, Josse De Baerdemaeker, Herman Ramon

Journal:

Computers and Electronics in Agriculture

Year:

2001

Language:

english

File:

PDF, 181 KB

english, 2001

41

Apple mealiness detection using fluorescence and self-organising maps

Dimitrios Moshou, Stijn Wahlen, Reto Strasser, Ann Schenk, Herman Ramon

Journal:

Computers and Electronics in Agriculture

Year:

2003

Language:

english

File:

PDF, 774 KB

english, 2003

42

The spatially extended 2006 April Zakynthos (Ionian Islands, Greece) seismic sequence and evidence for stress transfer

Panayotis Papadimitriou, Konstantinos Chousianitis, Apostolos Agalos, Alexandra Moshou, Evangelos Lagios, Konstantinos Makropoulos

Journal:

Geophysical Journal International

Year:

2012

Language:

english

File:

PDF, 3.86 MB

english, 2012

43

Design of a pipeline sensor-based platform for soil water content monitoring

Ioannis G. Gravalos, Dimitrios E. Moshou, Spyridon J. Loutridis, Theodoros A. Gialamas, Dimitrios L. Kateris, Zisis Th. Tsiropoulos, Panagiotis I. Xyradakis

Journal:

Biosystems Engineering

Year:

2012

Language:

english

File:

PDF, 2.36 MB

english, 2012

44

Evaluation of genotoxic effects of semicarbazide on cultured human lymphocytes and rat bone marrow

Dimitris Vlastos, Hariklia Moshou, Klimentini Epeoglou

Journal:

Food and Chemical Toxicology

Year:

2010

Language:

english

File:

PDF, 284 KB

english, 2010

45

T HE P OTENTIAL OF O PTICAL C ANOPY M EASUREMENT FOR T ARGETED C ONTROL OF F IELD C ROP D ISEASES

West, Jonathan S., Bravo, Cedric, Oberti, Roberto, Lemaire, Dimitri, Moshou, Dimitrios, McCartney, H. Alastair

Journal:

Annual Review of Phytopathology

Year:

2003

Language:

english

File:

PDF, 417 KB

english, 2003

46

2D and 3D soil moisture imaging using a sensor-based platform moving inside a subsurface network of pipes

Gravalos, I., Moshou, D., Loutridis, S., Gialamas, Th., Kateris, D., Bompolas, E., Tsiropoulos, Z., Xyradakis, P., Fountas, S.

Journal:

Journal of Hydrology

Year:

2013

Language:

english

File:

PDF, 2.38 MB

english, 2013

47

The Lemnos 8 January 2013 (Mw = 5.7) earthquake: fault slip, aftershock properties and static stress transfer modeling in the north Aegean Sea

Ganas, Athanassios, Roumelioti, Zafeiria, Karastathis, Vassilios, Chousianitis, Konstantinos, Moshou, Alexandra, Mouzakiotis, Evangelos

Journal:

Journal of Seismology

Year:

2014

Language:

english

File:

PDF, 2.34 MB

english, 2014

48

A machine learning approach for the condition monitoring of rotating machinery

Kateris, Dimitrios, Moshou, Dimitrios, Pantazi, Xanthoula-Eirini, Gravalos, Ioannis, Sawalhi, Nader, Loutridis, Spiros

Journal:

Journal of Mechanical Science and Technology

Year:

2014

Language:

english

File:

PDF, 1.67 MB

english, 2014

49

The April–June 2007 Trichonis Lake earthquake swarm (W. Greece): New implications toward the causative fault zone

Kassaras, I., Kapetanidis, V., Karakonstantis, A., Kaviris, G., Papadimitriou, P., Voulgaris, N., Makropoulos, K., Popandopoulos, G., Moshou, A.

Journal:

Journal of Geodynamics

Year:

2014

Language:

english

File:

PDF, 9.90 MB

english, 2014

50

Water stress detection based on optical multisensor fusion with a least squares support vector machine classifier

Moshou, Dimitrios, Pantazi, Xanthoula-Eirini, Kateris, Dimitrios, Gravalos, Ioannis

Journal:

Biosystems Engineering

Year:

2014

Language:

english

File:

PDF, 774 KB

english, 2014

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