Publications

Spatio-temporal monitoring of wheat yellow rust using UAV multispectral imagery

Su, J., Liu, C., Hu, X., Xu, X., Guo, L., Chen, W.

Computers and Electronics in Agriculture, vol. 167, 105035

Contributions to Journals: Articles

Online

https://www.sciencedirect.com/science/article/pii/S0168169918318520

Digital Object Identifier

https://doi.org/10.1016/j.compag.2019.105035

Nemesyst: A hybrid parallelism deep learning-based framework applied for internet of things enabled food retailing refrigeration systems

Onoufriou, G., Bickerton, R., Pearson, S., Leontidis, G.

Computers in Industry, vol. 113, 103133

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.compind.2019.103133

Additional Links

View publication in Scopus

Previous institution repository

Two-Level Approach for No-Reference Consumer Video Quality Assessment

Korhonen, J.

IEEE Transactions on Image Processing, vol. 28, no. 12, pp. 5923-5938

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TIP.2019.2923051

A demonstration of reproducible state-of-the-art energy disaggregation using NILMTK

Batra, N., Kukunuri, R., Pandey, A., Malakar, R., Kumar, R., Krystalakos, O., Zhong, M., Meira, P., Parson, O.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1145/3360322.3360999

Additional Links

View publication in Scopus

Capsule Routing via Variational Bayes

Ribeiro, F. D. S., Leontidis, G., Kollias, S.

Contributions to Conferences: Papers

Online

https://aaai.org/ojs/index.php/AAAI/article/download/5785/5641

Digital Object Identifier

https://doi.org/10.1609/aaai.v34i04.5785

Open Access

http://aura.abdn.ac.uk/bitstream/2164/16203/1/1905.11455v3.pdf

Additional Links

Full version

Evolutionary dynamic constrained optimization: Test suite construction and algorithm comparisons

Wang, Y., Yu, J., Yang, S., Jiang, S., Zhao, S.

Swarm and Evolutionary Computation, vol. 50, 100559

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.swevo.2019.100559

Additional Links

View publication in Scopus

Harvest-aid application strategy in different cotton planting densities by unmanned aerial vehicle

Meng, Y., Han, Y., Liang, Z., Su, J., Lan, Y.

International Journal of Precision Agriculture Aviation, vol. 2, no. 1, pp. 31-41

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.33440/j.ijpaa.20190201.0027

NIHBA: A Network Interdiction Approach with Hybrid Benders Algorithm for Strain Design

Jiang, S., Wang, Y., Kaiser, M., Krasnogor, N.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.1101/752923

Development of machine learning techniques and evaluation of analysis results

Kollias, S., Stafylopatis, A., Leontidis, G., Alexandridis, G., Tabouratzis, T., Durrant, A.

European Commission. 42 pages.

Other Contributions: Other Contributions

Open Access

http://aura.abdn.ac.uk/bitstream/2164/18603/1/CORTEX_D3_4_Development_of_machine_learning_techniques_and_evaluation_of_analysis_results_V1.pdf

Additional Links

https://cortex-h2020.eu/wp-content/uploads/2020/04/CORTEX_D3_4_Development_of_machine_learning_techniques_and_evaluation_of_analysis_results_V1.pdf

Deep Reinforcement Learning for Subpixel Neural Tracking

Dai, T., Dubois, M., Arulkumaran, K., Campbell, J., Bass, C., Billot, B., Uslu, F., de Paola, V., Clopath, C., Bharath, A. A.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings