Ioannis Korkontzelos

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Venues

CoRR

LREC

Artif. Intell. Medicine

Neurocomputing

University of York, UK (PHD)

Education History

University of York, UK

PHD

Publications

Nikolaos Polatidis, Stelios Kapetanakis, Marcello Trovati, Ioannis Korkontzelos, Yannis Manolopoulos
FSSDroid: Feature subset selection for Android malware detection. World Wide Web (WWW) 27 (5) (2024)
Babatunde Onikoyi, Nonso Nnamoko, Ioannis Korkontzelos
Gender prediction with descriptive textual data using a Machine Learning approach. Nat. Lang. Process. J. 4 (2023)
Nonso Alex Nnamoko, Ioannis Korkontzelos, Joseph Barrowclough, Mark Liptrott
CyberSignature: A user authentication tool based on behavioural biometrics. Softw. Impacts 14 (2022)
Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos
A multilevel clustering technique for community detection. Neurocomputing 441 (2021)
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)
Raja Muhammad Suleman, Ioannis Korkontzelos
Extending latent semantic analysis to manage its syntactic blindness. Expert Syst. Appl. 165 (2021)
Nonso Alex Nnamoko, Luis Adrián Cabrera-Diego, Daniel Campbell, George Sanders, Stuart Fairclough, Ioannis Korkontzelos
Personalised Accelerometer Cut-point Prediction for Older Adults' Movement Behaviours using a Machine Learning approach. Comput. Methods Programs Biomed. 208 (2021)
George Despotou, Ioannis Korkontzelos, Theodoros N. Arvanitis
Bottom-Up Natural Language Processing Based Evaluation of the Fitness of UMLS as a Semantic Source for a Computer Interpretable Guidelines Ontology. MedInfo (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)
Luis Adrián Cabrera-Diego, Nik Bessis, Ioannis Korkontzelos
Classifying emotions in Stack Overflow and JIRA using a multi-label approach. Knowl. Based Syst. 195 (2020)
Isa Inuwa-Dutse, Ioannis Korkontzelos
A curated collection of COVID-19 online datasets. CoRR (2020)
Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos
Migration and Refugee Crisis: a Critical Analysis of Online Public Perception. CoRR (2020)
Nonso Alex Nnamoko, Ioannis Korkontzelos
Efficient treatment of outliers and class imbalance for diabetes prediction. Artif. Intell. Medicine 104 (2020)
Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos
A deep semantic search method for random tweets. Online Soc. Networks Media 13 (2019)
Isa Inuwa-Dutse, Bello Shehu Bello, Ioannis Korkontzelos
Lexical analysis of automated accounts on Twitter. CoRR (2018)
Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos
Detection of spam-posting accounts on Twitter. Neurocomputing 315 (2018)
George Despotou, Ioannis Korkontzelos, Nicholas Matragkas, Eda Bilici, Theodoros N. Arvanitis
Structuring Clinical Decision Support Rules for Drug Safety Using Natural Language Processing. ICIMTH (2018)
Alessandra Bagnato, Konstantinos Barmpis, Nik Bessis, Luis Adrián Cabrera-Diego, Juri Di Rocco, Davide Di Ruscio, Tamás Gergely, Scott Hansen, Dimitris S. Kolovos, Philippe Krief, Ioannis Korkontzelos, Stéphane Laurière, Jose Manrique Lopez de la Fuente, Pedro Maló, Richard F. Paige, Diomidis Spinellis, Cedric Thomas, Jurgen J. Vinju
Developer-Centric Knowledge Mining from Large Open-Source Software Repositories (CROSSMINER). STAF Workshops (2017)
Tingting Mu, John Yannis Goulermas, Ioannis Korkontzelos, Sophia Ananiadou
Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities. J. Assoc. Inf. Sci. Technol. 67 (1) (2016)
Ioannis Korkontzelos, Azadeh Nikfarjam, Matthew Shardlow, Abeed Sarker, Sophia Ananiadou, Graciela Gonzalez-Hernandez
Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts. J. Biomed. Informatics 62 (2016)
Ioannis Korkontzelos, Beverley Thomas, Makoto Miwa, Sophia Ananiadou
Ensemble Classification of Grants using LDA-based Features. LREC (2016)
Ioannis Korkontzelos, Paul Thompson, Sophia Ananiadou
Identifying Content Types of Messages Related to Open Source Software Projects. LREC (2016)
Ioannis Korkontzelos, Dimitrios Piliouras, Andrew W. Dowsey, Sophia Ananiadou
Boosting drug named entity recognition using an aggregate classifier. Artif. Intell. Medicine 65 (2) (2015)
Bruno Almeida, Sophia Ananiadou, Alessandra Bagnato, Alberto Berreteaga Barbero, Juri Di Rocco, Davide Di Ruscio, Dimitrios S. Kolovos, Ioannis Korkontzelos, Scott Hansen, Pedro Maló, Nikolaos Drivalos, Richard F. Paige, Jurgen J. Vinju
OSSMETER: Automated Measurement and Analysis of Open Source Software. STAF Projects Showcase (2015)
Davide Di Ruscio, Dimitris S. Kolovos, Ioannis Korkontzelos, Nicholas Drivalos Matragkas, Jurgen J. Vinju
OSSMETER: a software measurement platform for automatically analysing open source software projects. ESEC/SIGSOFT FSE (2015)
Dimitrios S. Kolovos, Nicholas Drivalos Matragkas, Ioannis Korkontzelos, Sophia Ananiadou, Richard F. Paige
Assessing the Use of Eclipse MDE Technologies in Open-Source Software Projects. OSS4MDE@MoDELS (2015)
Ioannis Korkontzelos, Sophia Ananiadou
Locating Requests among Open Source Software Communication Messages. LREC (2014)
Makoto Miwa, Paul Thompson, Ioannis Korkontzelos, Sophia Ananiadou
Comparable Study of Event Extraction in Newswire and Biomedical Domains. COLING (2014)
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, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora. EACL (2014)
Angelo C. Restificar, Ioannis Korkontzelos, Sophia Ananiadou
A method for discovering and inferring appropriate eligibility criteria in clinical trial protocols without labeled data. BMC Medical Informatics Decis. Mak. 13 (S-1) (2013)
Ioannis Korkontzelos, Torsten Zesch, Fabio Massimo Zanzotto, Chris Biemann
SemEval-2013 Task 5: Evaluating Phrasal Semantics. SemEval@NAACL-HLT (2013)
Dimitrios Piliouras, Ioannis Korkontzelos, Andrew W. Dowsey, Sophia Ananiadou
Dealing with Data Sparsity in Drug Named Entity Recognition. ICHI (2013)
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)
Paul Thompson, Raheel Nawaz, Ioannis Korkontzelos, William J. Black, John McNaught, Sophia Ananiadou
News search using discourse analytics. Digital Heritage (1) (2013)
Ioannis Korkontzelos, Sophia Ananiadou
ASCOT: assisting search and creation of clinical trials. IHI (2012)
Ioannis Korkontzelos, Tingting Mu, Sophia Ananiadou
ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials. BMC Medical Informatics Decis. Mak. 12 (S-1) (2012)
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)
Kalliopi Zervanou, Ioannis Korkontzelos, Antal van den Bosch, Sophia Ananiadou
Enrichment and Structuring of Archival Description Metadata. LaTeCH@ACL (2011)
Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, Suresh Manandhar
Estimating Linear Models for Compositional Distributional Semantics. COLING (2010)
Ioannis Korkontzelos, Suresh Manandhar
Can Recognising Multiword Expressions Improve Shallow Parsing? HLT-NAACL (2010)
Ioannis Korkontzelos, Suresh Manandhar
UoY: Graphs of Unambiguous Vertices for Word Sense Induction and Disambiguation. SemEval@ACL (2010)
Ioannis Korkontzelos, Suresh Manandhar
Detecting Compositionality in Multi-Word Expressions. ACL/IJCNLP (2) (2009)
Ioannis Korkontzelos, Ioannis P. Klapaftis, Suresh Manandhar
Reviewing and Evaluating Automatic Term Recognition Techniques. GoTAL (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ioannis Korkontzelos