Georgios Kontonatsios

According to our database, Georgios Kontonatsios authored at least 28 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

FABSA: An aspect-based sentiment analysis dataset of user reviews.

Georgios Kontonatsios, Jordan Clive, Georgia Harrison, Thomas Metcalfe, Patrycja Sliwiak, Hassan Tahir, Aji Ghose

Neurocomputing, December, 2023

2021

Evaluating Different Selection Criteria for Phase Type Survival Tree Construction.

Lalit Garg, Sally I. McClean, Maria Barton, Brian Meenan, Ken Fullerton, Georgios Kontonatsios, Marcello Trovati, Ioannis Korkontzelos, Xiaolong Xu, Mohsen Farid

Big Data Res., 2021

2020

Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews.

Georgios Kontonatsios, Sally Spencer, Peter Matthew, Ioannis Korkontzelos

Expert Syst. Appl. X, 2020

2019

Distributed temporal link prediction algorithm based on label propagation.

Xiaolong Xu, Nan Hu, Tao Li, Marcello Trovati, Francesco Palmieri, Georgios Kontonatsios, Aniello Castiglione

Future Gener. Comput. Syst., 2019

Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings.

Peiman Barnaghi, Georgios Kontonatsios, Nik Bessis, Yannis Korkontzelos

Proceedings of the Natural Language Processing and Information Systems, 2019

Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA.

Nabeela Altrabsheh, Georgios Kontonatsios, Yannis Korkontzelos

Proceedings of the Natural Language Processing and Information Systems, 2019

Analysis of Transaction Logs from National Museums Liverpool.

David Walsh, Paul D. Clough, Mark M. Hall, Frank Hopfgartner, Jonathan Foster, Georgios Kontonatsios

Proceedings of the Digital Libraries for Open Knowledge, 2019

Use of Smartphones for Hypoglycaemia Prediction - A Feasibility Study.

Wilson L. G. Costa, Ella Pereira, Georgios Kontonatsios

Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2017

A semi-supervised approach using label propagation to support citation screening.

Georgios Kontonatsios, Austin J. Brockmeier, Piotr Przybyla, John McNaught, Tingting Mu, John Yannis Goulermas, Sophia Ananiadou

J. Biomed. Informatics, 2017

A Multinomial Logistic Regression Approach for Arrhythmia Detection.

Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos

Int. J. Distributed Syst. Technol., 2017

Assessment of Security Threats via Network Topology Analysis: An Initial Investigation.

Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios

Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier.

Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios, Marcello Trovati

Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

Distributed Document and Phrase Co-embeddings for Descriptive Clustering.

Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Yannis Goulermas, Jun'ichi Tsujii, Sophia Ananiadou

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Topic detection using paragraph vectors to support active learning in systematic reviews.

Kazuma Hashimoto, Georgios Kontonatsios, Makoto Miwa, Sophia Ananiadou

J. Biomed. Informatics, 2016

NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features.

Piotr Przybyla, Nhung T. H. Nguyen, Matthew Shardlow, Georgios Kontonatsios, Sophia Ananiadou

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

2015

Automatic compilation of bilingual terminologies from comparable corpora.

Georgios Kontonatsios

PhD thesis, 2015

Mining the Biomedical Literature.

Claudiu Mihaila, Riza Theresa Batista-Navarro, Noha Alnazzawi, Georgios Kontonatsios, Ioannis Korkontzelos, Rafal Rak, Paul Thompson, Sophia Ananiadou

Proceedings of the Healthcare Data Analytics., 2015

2014

National Centre for Text Mining (NaCTeM): Manchester, United Kingdom.

Georgios Kontonatsios, Matt Shardlow

XRDS, 2014

A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora.

Georgios Kontonatsios, Claudiu Mihaila, Ioannis Korkontzelos, Paul Thompson, Sophia Ananiadou

Proceedings of the Statistical Language and Speech Processing, 2014

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora.

Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora.

Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Deploying and sharing U-Compare workflows as web services.

Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Paul Thompson, Sophia Ananiadou

J. Biomed. Semant., 2013

Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform.

Riza Theresa Batista-Navarro, Georgios Kontonatsios, Claudiu Mihaila, Paul Thompson, Rafal Rak, Raheel Nawaz, Ioannis Korkontzelos, Sophia Ananiadou

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA.

Claudiu Mihaila, Georgios Kontonatsios, Riza Theresa Batista-Navarro, Paul Thompson, Ioannis Korkontzelos, Sophia Ananiadou

Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013

Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications.

Georgios Kontonatsios, Paul Thompson, Riza Theresa Batista-Navarro, Claudiu Mihaila, Ioannis Korkontzelos, Sophia Ananiadou

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Using a Random Forest Classifier to recognise translations of biomedical terms across languages.

Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou, Jun'ichi Tsujii

Proceedings of the Sixth Workshop on Building and Using Comparable Corpora, 2013

2012

Developing Multilingual Text Mining Workflows in UIMA and U-Compare.

Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou

Proceedings of the Natural Language Processing and Information Systems, 2012

2011

Adding text mining workflows as web services to the BioCatalogue.

Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Sophia Ananiadou

Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences, 2011