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The Augmented Agronomist Pipeline and Time Series Forecasting
Onoufriou, G., Hanheide, M., Leontidis, G.
3rd UK Robotics & Autonomous Systems Conference (UK-RAS)
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https://doi.org/10.31256/Qm1Fu7L
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http://aura.abdn.ac.uk/bitstream/2164/16168/1/Onoufriu_etal_the_agumented_agronomist_AAM.pdf
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AREA: An adaptive reference-set based evolutionary algorithm for multiobjective optimisation
Jiang, S., Li, H., Guo, J., Zhong, M., Yang, S., Kaiser, M., Krasnogor, N.
Information Sciences, vol. 515, pp. 365-387
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https://doi.org/10.1016/j.ins.2019.12.011
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Novel Prediction Strategies for Dynamic Multiobjective Optimization
Zhang, Q., Yang, S., Jiang, S., Wang, R., Li, X.
IEEE Transactions on Evolutionary Computation, vol. 24, no. 2, pp. 260-274
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https://doi.org/10.1109/TEVC.2019.2922834
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Experimental evaluation of UAV spraying for peach trees of different shapes: Effects of operational parameters on droplet distribution
Meng, Y., Su, J., Song, J., Chen, W. H., Lan, Y.
Computers and Electronics in Agriculture, vol. 170, 105282
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https://doi.org/10.1016/j.compag.2020.105282
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Transfer Learning for Non-Intrusive Load Monitoring
D'Incecco, M., Squartini, S., Zhong, M.
IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1419-1429
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https://doi.org/10.1109/TSG.2019.2938068
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University of Lincoln Repository
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Machine Learning-Based Crop Drought Mapping System by UAV Remote Sensing RGB Imagery
Su, J., Coombes, M., Liu, C., Zhu, Y., Song, X., Fang, S., Guo, L., Chen, W.
Unmanned Systems, vol. 8, no. 1, pp. 71-83
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https://doi.org/10.1142/S2301385020500053
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Neural Control Variates for Monte Carlo Variance Reduction
Wan, R., Zhong, M., Xiong, H., Zhu, Z.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
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https://doi.org/10.1007/978-3-030-46147-8_32
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An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Alhnaity, B., Kollias, S., Leontidis, G., Jiang, S., Schamp, B., Pearson, S.
Working Papers and Discussion Papers: Working Papers
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https://arxiv.org/abs/2012.04041
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Attention Boosted Deep Networks for Video Classification
You, J., Korhonen, J.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
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Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images
Zhang, T., Su, J., Liu, C., Chen, W.
Computers and Electronics in Agriculture, vol. 167, 105052
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https://doi.org/10.1016/j.compag.2019.105052
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