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EDLaaS:Fully Homomorphic Encryption over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting

Sensors (Basel, Switzerland), 2022-10, Vol.22 (21), p.8124

2022

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A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting

Agriculture (Basel), 2024-06, Vol.14 (6), p.883

2024

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Imputation of missing sub-hourly precipitation data in a large sensor network: A machine learning approach

Journal of hydrology (Amsterdam), 2020-09, Vol.588, p.125126, Article 125126

2020

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Lightweight deep learning models for detecting COVID-19 from chest X-ray images

Computers in biology and medicine, 2021-03, Vol.130, p.104181-104181, Article 104181

2021

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Fully Homomorphically Encrypted Deep Learning as a Service

Machine learning and knowledge extraction, 2021-12, Vol.3 (4), p.819-834

2021

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Tabular Machine Learning Methods for Predicting Gas Turbine Emissions

Machine learning and knowledge extraction, 2023-09, Vol.5 (3), p.1055-1075

2023

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Deep Bayesian Self-Training

Neural computing & applications, 2020-05, Vol.32 (9), p.4275-4291

2020

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Hyperspherically regularized networks for self-supervision

Image and vision computing, 2022-08, Vol.124, p.104494, Article 104494

2022

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3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection

EPJ nuclear sciences & technologies, 2019-01, Vol.5, p.20

2019

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Corrigendum to “A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images” [Comput. Biol. Med. 90C (2017) 98–115]

Computers in biology and medicine, 2019-01, Vol.104, p.354-354

Leontidis, Georgios

2019

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Decarbonising our food systems: contextualising digitalisation for net zero

Frontiers in sustainable food systems, 2023-05, Vol.7

2023

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Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

Computers and electronics in agriculture, 2023-05, Vol.208, p.107784, Article 107784

2023

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A flexible deep learning crater detection scheme using Segment Anything Model (SAM)

Icarus (New York, N.Y. 1962), 2024-01, Vol.408, p.115797, Article 115797

2024

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LLEDA—Lifelong Self-Supervised Domain Adaptation

Knowledge-based systems, 2023-11, Vol.279, p.110959, Article 110959

2023

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Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

Expert systems with applications, 2024-05, Vol.242, p.122847, Article 122847

2024

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A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images

Computers in biology and medicine, 2017-11, Vol.90, p.98-115

2017

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Multi-source domain adaptation for quality control in retail food packaging

Computers in industry, 2020-12, Vol.123, p.103293, Article 103293

2020

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The role of cross-silo federated learning in facilitating data sharing in the agri-food sector

Computers and electronics in agriculture, 2022-02, Vol.193, p.106648, Article 106648

2022

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An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth

Information sciences, 2021-06, Vol.560, p.35-50

2021

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

Computers in industry, 2019-12, Vol.113, p.103133, Article 103133

2019

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Object-centric Learning with Capsule Networks: A Survey

ACM computing surveys, 2024-11, Vol.56 (11), p.1-291, Article 291

2024

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Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea: Brent field case study

Journal of environmental management, 2024-08, Vol.365, p.121491, Article 121491

2024

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Are Distributed Ledger Technologies the panacea for food traceability?

Global food security, 2019-03, Vol.20, p.145-149

2019

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Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings

1, 2023

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How might technology rise to the challenge of data sharing in agri-food?

Global food security, 2021-03, Vol.28, p.100493, Article 100493

2021

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EDLaaS:Fully Homomorphic Encryption over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting

A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting

Imputation of missing sub-hourly precipitation data in a large sensor network: A machine learning approach

Lightweight deep learning models for detecting COVID-19 from chest X-ray images

Fully Homomorphically Encrypted Deep Learning as a Service

Tabular Machine Learning Methods for Predicting Gas Turbine Emissions

Deep Bayesian Self-Training

Hyperspherically regularized networks for self-supervision

3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection

Corrigendum to “A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images” [Comput. Biol. Med. 90C (2017) 98–115]

Decarbonising our food systems: contextualising digitalisation for net zero

Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

A flexible deep learning crater detection scheme using Segment Anything Model (SAM)

LLEDA—Lifelong Self-Supervised Domain Adaptation

Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images

Multi-source domain adaptation for quality control in retail food packaging

The role of cross-silo federated learning in facilitating data sharing in the agri-food sector

An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth

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

Object-centric Learning with Capsule Networks: A Survey

Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea: Brent field case study

Are Distributed Ledger Technologies the panacea for food traceability?

Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings

How might technology rise to the challenge of data sharing in agri-food?

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