User profiles for Ilianna Kollia
 | Ilianna KolliaNational Technical University of Athens,IBM Verified email at mail.ntua.gr Cited by 781 |
SPARQL query answering over OWL ontologies
The SPARQL query language is currently being extended by W3C with so-called entailment
regimes, which define how queries are evaluated under more expressive semantics than …
regimes, which define how queries are evaluated under more expressive semantics than …
Deep transparent prediction through latent representation analysis
…, Y Vlaxos, V Brillakis, M Seferis, I Kollia… - arXiv preprint arXiv …, 2020 - arxiv.org
The paper presents a novel deep learning approach, which extracts latent information from
trained Deep Neural Networks (DNNs) and derives concise representations that are …
trained Deep Neural Networks (DNNs) and derives concise representations that are …
Transparent adaptation in deep medical image diagnosis
The paper presents a novel deep learning approach, which extracts latent information from
trained Deep Neural Networks (DNNs) and derives concise representations that are …
trained Deep Neural Networks (DNNs) and derives concise representations that are …
Predicting Parkinson's disease using latent information extracted from deep neural networks
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…
as Parkinson's, by extracting and using latent information from trained Deep convolutional…
Unified deep learning approach for prediction of Parkinson's disease
The study presents a novel approach, based on deep learning, for diagnosis of Parkinson's
disease through medical imaging. The approach includes analysis and use of the …
disease through medical imaging. The approach includes analysis and use of the …
Optimizing SPARQL query answering over OWL ontologies
The SPARQL query language is currently being extended by the World Wide Web Consortium
(W3C) with so-called entailment regimes. An entailment regime defines how queries are …
(W3C) with so-called entailment regimes. An entailment regime defines how queries are …
Ai-enabled efficient and safe food supply chain
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 (…
efficient and safe food supply chains, ’from farm to fork’, as enabled by Artificial Intelligence (…
A systemic approach for effective semantic access to cultural content
I Kollia, V Tzouvaras, N Drosopoulos… - Semantic Web, 2012 - content.iospress.com
A large on-going activity for digitization, dissemination and preservation of cultural heritage
is taking place in Europe and the United States, which involves all types of cultural institutions…
is taking place in Europe and the United States, which involves all types of cultural institutions…
A deep learning approach for load demand forecasting of power systems
Power load forecasting has been an important problem in which machine learning and neural
networks have been largely studied, providing effective solutions. Nevertheless, there are …
networks have been largely studied, providing effective solutions. Nevertheless, there are …
Optimizing query answering over expressive ontological knowledge
IS Kollia - 2014 - dspace.lib.ntua.gr
Query answering over ontologies, ie, the computation of answers to user queries based not
only on explicitly stated information but also on implicit knowledge is an important task in the …
only on explicitly stated information but also on implicit knowledge is an important task in the …