PUBLICATIONS

01/

Jensen, D. B., Larsen, M. L. V., & Pedersen, L. J. (2019)
Comparison of architectures and training strategies for convolutional neural networks intended for location-specific counting of slaughter pigs.

9th European Conference on Precision Livestock Farming

02/

Konstantinos Perakis, Fenareti Lampathaki, Konstantinos Nikas, Yiannis Georgiou, Oskar Marko, Jarissa Maselyne. (2020) 

CYBELE – Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable big data analytics. 

 

Computer Networks, Volume 168, 2020, 107035.

03/

Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung Kien Dao, Ivan Andonovic,  Jinchang Ren, Stephen Marshall. (2020)

Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images.  

IEEE Access, vol. 8, pp. 22493-22505, 2020, doi: 10.1109/ACCESS.2020.2969847

04/

Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje Osinga, Ioannis N.Athanasiadis (2020)

Investigation of common big data analytics and decision-making requirements across diverse precision agriculture and livestock farming use cases.

 

Proceedings of 13th International Symposium on Environmental Software Systems, February 5-7, 2020,  Wageningen, The Netherlands.

05/

Jarissa Maselyne, Dan Jensen, Klaas SysHans Polet,

Marijke Aluwé, Ruben Van De Vijver, Ronald Klont,
Martijn Bouwknegt, Konstantinos Bovolis (2019).

High Performance Computing developments for precision pig farming, open sea fishing and aquaculture.

 

Book of Abstracts of the 70th Annual Meeting of the European Federation of Animal Science, August 26-30, 2019, Ghent, Belgium. 

06/

Eugene Frimpong, Antonis Michalas. (2020)

IoT-CryptoDiet: Implementing a Lightweight Cryptographic Library based on ECDH and ECDSA for the Development of Secure and Privacy-Preserving Protocols in Contiki-NG.

Proceedings of IoTBDS 2020. 

07/

Yiannis Georgiou, Naweiluo Zhou, Li Zhong, Dennis Hoppe, Marcin Pospieszny, Nikela Papadopoulou, Kostis Nikas, Orestis Lagkas Nikolos, Pavlos Kranas, Sophia Karagiorgou, Eric Pascolo, Michael Mercier and Pedro Velho

Converging HPC, Big Data and Cloud technologies for precision agriculture data analytics on supercomputers.

Proceedings of VHPC - ISC 2020, 25 June , Frankfurt, Germany. 

08/

Dimitris Zeginis, Evangelos Kalampokis, Konstantinos Tarabanis (2019)

 Statistical Challenges Towards a Semantic Model for Precision Agriculture and Precision Livestock Farming

 7th International Workshop on Semantic Statistics (SemStats2019) co-located with the 18th International Semantic Web Conference (ISWC2019), CEUR-WS, Vol-2549.  

09/

Zhou, N., Georgiou, Y., Zhong, L., Zhou, H., and Pospieszny, M.

 Container Orchestration on HPC Systems.

 In 2020 IEEE International Conference on Cloud Computing (CLOUD) (2020),18-24 October, Beijing, China. 

10/

Dilli Paudela, Hendrik Boogaard, Allard de Wit, Sander Janssen, Sjoukje Osingaa, ChristosPylianidis, Ioannis N.Athanasiadis 

Machine learning for large-scale crop yield forecasting

Agricultural SystemsVolume 187, February 2021, 103016

11/

Osinga, S. A., Mouzakitis, S., Ntanopoulos, S., Tsapelas, G., Askounis, D., Paudel, D. R., & Athanasiadis, I. N. (2020).

Big data applications in agriculture: between opportunity and solution.

Abstract from International Environmental Modelling and Software Society (iEMSs 2020), 14 – 18 September 2020.

12/

Perakis K., Lampathaki F., Nikas K., Georgiou Y., Marko O., Maselyne J. (2020).

CYBELE – Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable big data analytics.


Computer Networks, Vol. 168, 107035.

13/

Fabiyi S. D., Vu H., Tachtatzis C., Murray P., Harle D., Dao T. K., Andonovic I., Ren J., Marshall S. (2020).
Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images.


IEEE Access, Vol. 8, pp. 22493-22505.

14/

D. Schokker, I.N. Athanasiadis, B. Visser, R.F. Veerkamp, C. Kamphuis. (2020).

Storing, combining and analysing turkey experimental data in the Big Data era

Animal, Vol. 14, Issue 11, pp. 2397-2403, ISSN 1751-7311

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This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 825355.

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