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ORCIDGeorgios Kontonatsios
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Books and Theses
- 2015
[b1]Georgios Kontonatsios:
Automatic compilation of bilingual terminologies from comparable corpora. University of Manchester, UK, 2015
Journal Articles
- 2023
- [j9]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: 126867 (2023) - 2021
- [j8]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: 100250 (2021) - 2020
- [j7]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: 100030 (2020) - 2019
- [j6]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: 627-636 (2019) - 2017
- [j5]Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos:
A Multinomial Logistic Regression Approach for Arrhythmia Detection. Int. J. Distributed Syst. Technol. 8(4): 17-33 (2017) - [j4]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: 67-76 (2017) - 2016
- [j3]Kazuma Hashimoto, Georgios Kontonatsios, Makoto Miwa, Sophia Ananiadou:
Topic detection using paragraph vectors to support active learning in systematic reviews. J. Biomed. Informatics 62: 59-65 (2016) - 2014
- [j2]Georgios Kontonatsios, Matt Shardlow:
National Centre for Text Mining (NaCTeM): Manchester, United Kingdom. XRDS 21(1): 62-63 (2014) - 2013
- [j1]Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Paul Thompson, Sophia Ananiadou:
Deploying and sharing U-Compare workflows as web services. J. Biomed. Semant. 4: 7 (2013)
Conference and Workshop Papers
- 2019
- [c17]Wilson L. G. Costa, Ella Pereira, Georgios Kontonatsios:
Use of Smartphones for Hypoglycaemia Prediction - A Feasibility Study. ANT/EDI40 2019: 139-146 - [c16]David Walsh, Paul D. Clough, Mark M. Hall, Frank Hopfgartner, Jonathan Foster, Georgios Kontonatsios:
Analysis of Transaction Logs from National Museums Liverpool. TPDL 2019: 84-98 - [c15]Nabeela Altrabsheh, Georgios Kontonatsios, Yannis Korkontzelos:
Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA. NLDB 2019: 286-294 - [c14]Peiman Barnaghi, Georgios Kontonatsios, Nik Bessis, Yannis Korkontzelos:
Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings. NLDB 2019: 409-415 - 2017
- [c13]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: 991-1001 - [c12]Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios:
Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. GPC 2017: 416-425 - [c11]Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios, Marcello Trovati:
Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier. GPC 2017: 627-637 - 2016
- [c10]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: 614-620 - 2014
- [c9]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: 111-116 - [c8]Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou:
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora. EMNLP 2014: 1701-1712 - [c7]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: 57-69 - 2013
- [c6]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: 43-48 - [c5]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: 95-104 - [c4]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: 79-88 - [c3]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: 559-571 - 2012
- [c2]Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou:
Developing Multilingual Text Mining Workflows in UIMA and U-Compare. NLDB 2012: 82-93 - 2011
- [c1]Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Sophia Ananiadou:
Adding text mining workflows as web services to the BioCatalogue. SWAT4LS 2011: 50-57
Parts in Books or Collections
- 2015
- [p1]Claudiu Mihaila, Riza Theresa Batista-Navarro, Noha Alnazzawi, Georgios Kontonatsios, Ioannis Korkontzelos, Rafal Rak, Paul Thompson, Sophia Ananiadou:
Mining the Biomedical Literature. Healthcare Data Analytics 2015: 251-307
Coauthor Index
aka: Yannis Korkontzelos
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