Search Results for author: Ilianna Kollia

Found 4 papers, 0 papers with code

AI-enabled Efficient and Safe Food Supply Chain

no code implementations1 May 2021 Ilianna Kollia, Jack Stevenson, Stefanos Kollias

This paper provides a review of an emerging field in the food processing sector, referring to efficient and safe food supply chains, from farm to fork, as enabled by Artificial Intelligence (AI).

Clustering Domain Adaptation +2

A Unified Deep Learning Approach for Prediction of Parkinson's Disease

no code implementations25 Nov 2019 James Wingate, Ilianna Kollia, Luc Bidaut, Stefanos Kollias

The paper presents a novel approach, based on deep learning, for diagnosis of Parkinson's disease through medical imaging.

Domain Adaptation Transfer Learning

Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks

no code implementations23 Jan 2019 Ilianna Kollia, Andreas-Georgios Stafylopatis, Stefanos Kollias

This paper presents a new method for medical diagnosis of neurodegenerative diseases, such as Parkinson's, by extracting and using latent information from trained Deep convolutional, or convolutional-recurrent Neural Networks (DNNs).

Clustering General Classification +2

Optimizing SPARQL Query Answering over OWL Ontologies

no code implementations4 Feb 2014 Ilianna Kollia, Birte Glimm

Our experimental study shows that the static ordering usually outperforms the dynamic one when accurate statistics are available.

Clustering

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