Publications | The School of Natural and Computing Sciences

Trust-region variational inference with gaussian mixture models

2020

Arenz, O., Zhong, M., Neumann, G.

Journal of Machine Learning Research, vol. 21, pp. 1-60

Contributions to Journals: Articles

Open Access: http://aura.abdn.ac.uk/bitstream/2164/23375/1/Arnz_etal_JMLR_Trust_Region_Variational_VoR.pdf
Additional Links: View publication in Scopus

Introducing Multi-Source Domain Adaptation for Quality Control in Retail Food Packaging

2020

Thota, M., Leontidis, G.

Contributions to Conferences: Other Contributions

Open Access: http://aura.abdn.ac.uk/bitstream/2164/16175/1/Introducing_Multi_Source_Deep_Domain_Adaptation_for_Quality_Control_in_Retail_Food_Packaging_ECCV_CameraReadyVersion.pdf

Blockchain technology in current agricultural systems: From Techniques to Applications

2020

Lin, W., Huang, X., Fang, H., Wang, V., Hua, Y., Wang, J., Yin, H., Yi, D., Yau, L.

IEEE Access, vol. 8, pp. 143920-143937

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/ACCESS.2020.3014522
Open Access: http://aura.abdn.ac.uk/bitstream/2164/14935/1/Lin_et_al_IEEE_BlockchainTechnologyIn_VoR.pdf
Additional Links: View publication in Scopus

Results of the application and demonstration calculations

2020

Alexandridis, G., Blaesius, C., Demaziere, C., Destouches, C., Dokhane, A., Durrant, A., Fiser, V., Girardin, G., Herb, J., Ioannou, G., Jacqmin, R., Knospe, A., Kollias, S., Lange, C., Leontidis, G., Lipcsei, S., Montalvo, C., Mylonakis, A., Pantera, L., Perin, Y., Pohl, C., Seidl, M., Stafylopatis, A., Stulik, P., Torres, L. A., Verdu Martin, G., Verma, V., Vidal-Ferràndiz, A., Viebach, M., Vinai, P.

European Commission. 194 pages.

Other Contributions: Other Contributions

Online: https://cortex-h2020.eu/wp-content/uploads/2020/08/CORTEX-D4.4-Results-of-the-application-and-demonstration-calculations.pdf
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18604/1/CORTEX_D4.4_Results_of_the_application_and_demonstration_calculations.pdf

An improved multiobjective optimization evolutionary algorithm based on decomposition with hybrid penalty scheme

2020

Guo, J., Shao, M., Jiang, S., Yang, S.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1145/3377929.3389958
Additional Links: View publication in Scopus

NIHBA: A network interdiction approach for metabolic engineering design

2020

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

Bioinformatics, vol. 36, no. 11, pp. 3482-3492

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1093/bioinformatics/btaa163
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18119/1/Jiang_etal_Bioinfo_NIHBA_VOR.pdf
Additional Links: View publication in Scopus

Triangular Gaussian mutation to differential evolution

2020

Guo, J., Wu, Y., Xie, W., Jiang, S.

Soft Computing, vol. 24, no. 12, pp. 9307-9320

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00500-019-04455-9
Additional Links: View publication in Scopus

A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization

2020

Jiang, S., Kaiser, M., Yang, S., Kollias, S., Krasnogor, N.

IEEE Transactions on Cybernetics, vol. 50, no. 6, pp. 2814-2826

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCYB.2019.2896021
Additional Links: View publication in Scopus

Deep Bayesian Self-Training

2020

Ribeiro, F. D. S., Calivá, F., Swainson, M., Gudmundsson, K., Leontidis, G., Kollias, S.

Neural Computing and Applications, vol. 32, pp. 4275-4291

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-019-04332-4
Open Access: http://aura.abdn.ac.uk/bitstream/2164/14476/1/SousaRibeiro_et_al_NCA_DeepBayesianSelfTraining_VoR.pdf
Additional Links: View publication in Scopus

Gated Multi-Layer Convolutional Feature Extraction Network for Robust Pedestrian Detection

2020

Liu, T., Huang, J., Dai, T., Ren, G., Stathaki, T.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/icassp40776.2020.9054437
Additional Links: http://dx.doi.org/10.1109/icassp40776.2020.9054437