96 citations · 199 across the 9 of their papers we have counts for
4 papers · 1 filter
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth
Bashar Alhnaity, Stefanos Kollias, Georgios Leontidis +3
Multi-step prediction is considered of major significance for time series analysis in many real life problems. Existing methods mainly focus on one-step-ahead forecasting, since mu…
A Hybrid Natural Language Generation System Integrating Rules and Deep Learning Algorithms
Wei Wei, Bei Zhou, Georgios Leontidis
This paper proposes an enhanced natural language generation system combining the merits of both rule-based approaches and modern deep learning algorithms, boosting its performance…
Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach
Benedict Delahaye Chivers, John Wallbank, Steven J. Cole +4
Precipitation data collected at sub-hourly resolution represents specific challenges for missing data recovery by being largely stochastic in nature and highly unbalanced in the du…
Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging
Mamatha Thota, Stefanos Kollias, Mark Swainson +1
Retail food packaging contains information which informs choice and can be vital to consumer health, including product name, ingredients list, nutritional information, allergens, p…