Ioannis Korkontzelos

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Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningVerified email at manchester.ac.uk
Georgios KontonatsiosSenior NLP Data Scientist @ ChattermillVerified email at chattermill.io
Dimitris KolovosProfessor of Software Engineering, University of YorkVerified email at cs.york.ac.uk
Claudiu MihăilăVerified email at manchester.ac.uk
Richard F. PaigeProfessor, McMaster University, and Professor of Enterprise Systems, University of YorkVerified email at mcmaster.ca
Fabio Massimo ZanzottoAssociate Professor, University of Rome "Tor Vergata"Verified email at uniroma2.it
Riza Batista-NavarroSenior Lecturer in Text Mining, Department of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Davide Di RuscioAssociate Professor, DISIM, University of L'Aquila (Italy)Verified email at di.univaq.it
Jurgen VinjuResearch group leader at Centrum Wiskunde & Informatica and professor at TU EindhovenVerified email at vinju.org
Raheel Nawaz PFHEA NTFPro Vice Chancellor, Professor of AI, Professor of Digital Education, Staffordshire UniversityVerified email at staffs.ac.uk
Ioannis KlapaftisMicrosoftVerified email at microsoft.com
Andrew DowseyProfessor, University of BristolVerified email at bristol.ac.uk
Rafal RakUniversity of ManchesterVerified email at manchester.ac.uk
Makoto MiwaAssociate Professor, Toyota Technological InstituteVerified email at toyota-ti.ac.jp
Alessandra BagnatoSofteam R&DVerified email at softeam.fr
Torsten ZeschProfessor of Computational Linguistics, Fernuniversität in HagenVerified email at fernuni-hagen.de
Chris BiemannProfessor for Language Technology, University of HamburgVerified email at informatik.uni-hamburg.de
JY GoulermasProfessor, Computer Science, University of Liverpool, Data Mining & Machine Learning (DMML) groupVerified email at liverpool.ac.uk
John McNaughtDeputy Director, National Centre for Text Mining, School of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Antal van den BoschUtrecht UniversityVerified email at uu.nl

Ioannis Korkontzelos

Professor in Computer Science (Data Analytics), Department of Computer Science, Edge Hill University

Verified email at edgehill.ac.uk

Natural Language Processing Text Mining Text Mining for Open Source Software Machine Learning for Text Analysis Multiword Ex


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Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts I Korkontzelos, A Nikfarjam, M Shardlow, A Sarker, S Ananiadou, ... Journal of biomedical informatics 62, 148-158, 2016	182	2016
Estimating linear models for compositional distributional semantics FM Zanzotto, I Korkontzelos, F Fallucchi, S Manandhar Proceedings of the 23rd international conference on computational …, 2010	173	2010
Detection of spam-posting accounts on Twitter I Inuwa-Dutse, M Liptrott, I Korkontzelos Neurocomputing 315, 496-511, 2018	154	2018
Big data, mining, and analytics S Kudyba, S Kudyba Auerbach Publications, 2014	123	2014
Efficient treatment of outliers and class imbalance for diabetes prediction N Nnamoko, I Korkontzelos Artificial intelligence in medicine 104, 101815, 2020	82	2020
Reviewing and evaluating automatic term recognition techniques I Korkontzelos, IP Klapaftis, S Manandhar Advances in Natural Language Processing: 6th International Conference, GoTAL …, 2008	75	2008
Boosting drug named entity recognition using an aggregate classifier I Korkontzelos, D Piliouras, AW Dowsey, S Ananiadou Artificial intelligence in medicine 65 (2), 145-153, 2015	56	2015
Semeval-2013 task 5: Evaluating phrasal semantics I Korkontzelos, T Zesch, FM Zanzotto, C Biemann Second Joint Conference on Lexical and Computational Semantics (* SEM …, 2013	56	2013
Can recognising multiword expressions improve shallow parsing? I Korkontzelos, S Manandhar Human Language Technologies: The 2010 Annual Conference of the North …, 2010	46	2010
Comparable Study of Event Extraction in Newswire and Biomedical Domains M Miwa, P Thompson, I Korkontzelos, S Ananiadou	43	2014
Facilitating the analysis of discourse phenomena in an interoperable NLP platform RT Batista-Navarro, G Kontonatsios, C Mihăilă, P Thompson, R Rak, ... Computational Linguistics and Intelligent Text Processing: 14th …, 2013	42	2013
Assessing the Use of Eclipse MDE Technologies in Open-Source Software Projects. DS Kolovos, ND Matragkas, I Korkontzelos, S Ananiadou, RF Paige OSS4MDE@ MoDELS, 20-29, 2015	33	2015
Detecting Compositionality in Multi-Word Expressions. I Korkontzelos, S Manandhar Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, 65-68, 2009	33	2009
ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials I Korkontzelos, T Mu, S Ananiadou BMC Medical Informatics and Decision Making 12 (1), 1-12, 2012	32	2012
Uoy: Graphs of unambiguous vertices for word sense induction and disambiguation I Korkontzelos, S Manandhar Proceedings of the 5th international workshop on semantic evaluation, 355-358, 2010	30	2010
Classifying emotions in Stack Overflow and JIRA using a multi-label approach LA Cabrera-Diego, N Bessis, I Korkontzelos Knowledge-Based Systems 195, 105633, 2020	27	2020
Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews G Kontonatsios, S Spencer, P Matthew, I Korkontzelos Expert Systems with Applications: X 6, 100030, 2020	26	2020
Descriptive document clustering via discriminant learning in a co‐embedded space of multilevel similarities T Mu, JY Goulermas, I Korkontzelos, S Ananiadou Journal of the Association for Information Science and Technology 67 (1 …, 2016	24	2016
Unsupervised learning of multiword expressions I Korkontzelos University of York, 2010	22	2010
News search using discourse analytics P Thompson, R Nawaz, I Korkontzelos, W Black, J McNaught, ... 2013 Digital Heritage International Congress (DigitalHeritage) 1, 597-604, 2013	21	2013

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