Georgios Kontonatsios

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 15

Top Venues

J. Biomed. Informatics

GPC

NLDB

EMNLP

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Georgios Kontonatsios, Jordan Clive, Georgia Harrison, Thomas Metcalfe, Patrycja Sliwiak, Hassan Tahir, Aji Ghose
FABSA: An aspect-based sentiment analysis dataset of user reviews. Neurocomputing 562 (2023)
Lalit Garg, Sally I. McClean, Maria Barton, Brian Meenan, Ken Fullerton, Georgios Kontonatsios, Marcello Trovati, Ioannis Korkontzelos, Xiaolong Xu, Mohsen Farid
Evaluating Different Selection Criteria for Phase Type Survival Tree Construction. Big Data Res. 25 (2021)
Georgios Kontonatsios, Sally Spencer, Peter Matthew, Ioannis Korkontzelos
Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews. Expert Syst. Appl. X 6 (2020)
Wilson L. G. Costa, Ella Pereira, Georgios Kontonatsios
Use of Smartphones for Hypoglycaemia Prediction - A Feasibility Study. ANT/EDI40 (2019)
David Walsh, Paul D. Clough, Mark M. Hall, Frank Hopfgartner, Jonathan Foster, Georgios Kontonatsios
Analysis of Transaction Logs from National Museums Liverpool. TPDL (2019)
Peiman Barnaghi, Georgios Kontonatsios, Nik Bessis, Yannis Korkontzelos
Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings. NLDB (2019)
Nabeela Altrabsheh, Georgios Kontonatsios, Yannis Korkontzelos
Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA. NLDB (2019)
Xiaolong Xu, Nan Hu, Tao Li, Marcello Trovati, Francesco Palmieri, Georgios Kontonatsios, Aniello Castiglione
Distributed temporal link prediction algorithm based on label propagation. Future Gener. Comput. Syst. 93 (2019)
Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios, Marcello Trovati
Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier. GPC (2017)
Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos
A Multinomial Logistic Regression Approach for Arrhythmia Detection. Int. J. Distributed Syst. Technol. 8 (4) (2017)
Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Yannis Goulermas, Jun'ichi Tsujii, Sophia Ananiadou
Distributed Document and Phrase Co-embeddings for Descriptive Clustering. EACL (1) (2017)
Georgios Kontonatsios, Austin J. Brockmeier, Piotr Przybyla, John McNaught, Tingting Mu, John Yannis Goulermas, Sophia Ananiadou
A semi-supervised approach using label propagation to support citation screening. J. Biomed. Informatics 72 (2017)
Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios
Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. GPC (2017)
Kazuma Hashimoto, Georgios Kontonatsios, Makoto Miwa, Sophia Ananiadou
Topic detection using paragraph vectors to support active learning in systematic reviews. J. Biomed. Informatics 62 (2016)
Piotr Przybyla, Nhung T. H. Nguyen, Matthew Shardlow, Georgios Kontonatsios, Sophia Ananiadou
NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features. SemEval@NAACL-HLT (2016)
Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora. EMNLP (2014)
Georgios Kontonatsios, Claudiu Mihaila, Ioannis Korkontzelos, Paul Thompson, Sophia Ananiadou
A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora. SLSP (2014)
Georgios Kontonatsios, Matt Shardlow
National Centre for Text Mining (NaCTeM): Manchester, United Kingdom. XRDS 21 (1) (2014)
Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora. EACL (2014)
Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou, Jun'ichi Tsujii
Using a Random Forest Classifier to recognise translations of biomedical terms across languages. BUCC@ACL (2013)
Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Paul Thompson, Sophia Ananiadou
Deploying and sharing U-Compare workflows as web services. J. Biomed. Semant. 4 (2013)
Riza Theresa Batista-Navarro, Georgios Kontonatsios, Claudiu Mihaila, Paul Thompson, Rafal Rak, Raheel Nawaz, Ioannis Korkontzelos, Sophia Ananiadou
Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform. CICLing (1) (2013)
Claudiu Mihaila, Georgios Kontonatsios, Riza Theresa Batista-Navarro, Paul Thompson, Ioannis Korkontzelos, Sophia Ananiadou
Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA. LAW@ACL (2013)
Georgios Kontonatsios, Paul Thompson, Riza Theresa Batista-Navarro, Claudiu Mihaila, Ioannis Korkontzelos, Sophia Ananiadou
Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications. ACL (Conference System Demonstrations) (2013)
Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou
Developing Multilingual Text Mining Workflows in UIMA and U-Compare. NLDB (2012)
Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Sophia Ananiadou
Adding text mining workflows as web services to the BioCatalogue. SWAT4LS (2011)

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Publication Activity (10 Years)

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Georgios Kontonatsios