Reviewing and Evaluating Automatic Term Recognition Techniques. - Ioannis Korkontzelos; Ioannis P. Klapaftis; Suresh Manandhar (GoTAL, 2008)

Detecting Compositionality in Multi-Word Expressions. - Ioannis Korkontzelos; Suresh Manandhar (ACL/IJCNLP (2), 2009)

Estimating Linear Models for Compositional Distributional Semantics. - Fabio Massimo Zanzotto; Ioannis Korkontzelos; Francesca Fallucchi; Suresh Manandhar (COLING, 2010)

Can Recognising Multiword Expressions Improve Shallow Parsing? - Ioannis Korkontzelos; Suresh Manandhar (HLT-NAACL, 2010)

UoY: Graphs of Unambiguous Vertices for Word Sense Induction and Disambiguation. - Ioannis Korkontzelos; Suresh Manandhar (SemEval@ACL, 2010)

Unsupervised learning of multiword expressions. - Ioannis Korkontzelos (2010)

Enrichment and Structuring of Archival Description Metadata. - Kalliopi Zervanou; Ioannis Korkontzelos; Antal van den Bosch; Sophia Ananiadou (LaTeCH@ACL, 2011)

Adding text mining workflows as web services to the BioCatalogue. - Georgios Kontonatsios; Ioannis Korkontzelos; BalaKrishna Kolluru; Sophia Ananiadou (SWAT4LS, 2011)

ASCOT: assisting search and creation of clinical trials. - Ioannis Korkontzelos; Sophia Ananiadou (IHI, 2012)

Developing Multilingual Text Mining Workflows in UIMA and U-Compare. - Georgios Kontonatsios; Ioannis Korkontzelos; Sophia Ananiadou (NLDB, 2012)

ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials. - Ioannis Korkontzelos; Tingting Mu; Sophia Ananiadou (BMC Medical Informatics Decis. Mak., 2012)

Using a Random Forest Classifier to recognise translations of biomedical terms across languages. - Georgios Kontonatsios; Ioannis Korkontzelos; Sophia Ananiadou; Jun'ichi Tsujii (BUCC@ACL, 2013)

Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications. - Georgios Kontonatsios; Paul Thompson 002; Riza Theresa Batista-Navarro; Claudiu Mihaila; Ioannis Korkontzelos; Sophia Ananiadou (ACL (Conference System Demonstrations), 2013)

Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA. - Claudiu Mihaila; Georgios Kontonatsios; Riza Theresa Batista-Navarro; Paul Thompson 002; Ioannis Korkontzelos; Sophia Ananiadou (LAW@ACL, 2013)

Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform. - Riza Theresa Batista-Navarro; Georgios Kontonatsios; Claudiu Mihaila; Paul Thompson 002; Rafal Rak; Raheel Nawaz; Ioannis Korkontzelos; Sophia Ananiadou (CICLing (1), 2013)

News search using discourse analytics. - Paul Thompson 002; Raheel Nawaz; Ioannis Korkontzelos; William J. Black; John McNaught; Sophia Ananiadou (Digital Heritage (1), 2013)

Dealing with Data Sparsity in Drug Named Entity Recognition. - Dimitrios Piliouras; Ioannis Korkontzelos; Andrew W. Dowsey; Sophia Ananiadou (ICHI, 2013)

SemEval-2013 Task 5: Evaluating Phrasal Semantics. - Ioannis Korkontzelos; Torsten Zesch; Fabio Massimo Zanzotto; Chris Biemann (SemEval@NAACL-HLT, 2013)

Deploying and sharing U-Compare workflows as web services. - Georgios Kontonatsios; Ioannis Korkontzelos; BalaKrishna Kolluru; Paul Thompson 002; Sophia Ananiadou (J. Biomed. Semant., 2013)

A method for discovering and inferring appropriate eligibility criteria in clinical trial protocols without labeled data. - Angelo C. Restificar; Ioannis Korkontzelos; Sophia Ananiadou (BMC Medical Informatics Decis. Mak., 2013)

Comparable Study of Event Extraction in Newswire and Biomedical Domains. - Makoto Miwa; Paul Thompson 002; Ioannis Korkontzelos; Sophia Ananiadou (COLING, 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 (EACL, 2014)

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora. - Georgios Kontonatsios; Ioannis Korkontzelos; Jun'ichi Tsujii; Sophia Ananiadou (EMNLP, 2014)

Locating Requests among Open Source Software Communication Messages. - Ioannis Korkontzelos; Sophia Ananiadou (LREC, 2014)

Software Analytics for MDE Communities. - James R. Williams; Nicholas Drivalos Matragkas; Dimitris S. Kolovos; Yannis Korkontzelos; Sofia Annaniadou; Richard F. Paige (OSS4MDE@MoDELS, 2014)

A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora. - Georgios Kontonatsios; Claudiu Mihaila; Ioannis Korkontzelos; Paul Thompson 002; Sophia Ananiadou (SLSP, 2014)

Mining the Biomedical Literature. - Claudiu Mihaila; Riza Theresa Batista-Navarro; Noha Alnazzawi; Georgios Kontonatsios; Ioannis Korkontzelos; Rafal Rak; Paul Thompson 002; Sophia Ananiadou (Healthcare Data Analytics, 2015)

Assessing the Use of Eclipse MDE Technologies in Open-Source Software Projects. - Dimitrios S. Kolovos; Nicholas Drivalos Matragkas; Ioannis Korkontzelos; Sophia Ananiadou; Richard F. Paige (OSS4MDE@MoDELS, 2015)

OSSMETER: a software measurement platform for automatically analysing open source software projects. - Davide Di Ruscio; Dimitris S. Kolovos; Ioannis Korkontzelos; Nicholas Drivalos Matragkas; Jurgen J. Vinju (ESEC/SIGSOFT FSE, 2015)

OSSMETER: Automated Measurement and Analysis of Open Source Software. - 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; et al. (STAF Projects Showcase, 2015)

Boosting drug named entity recognition using an aggregate classifier. - Ioannis Korkontzelos; Dimitrios Piliouras; Andrew W. Dowsey; Sophia Ananiadou (Artif. Intell. Medicine, 2015)

Identifying Content Types of Messages Related to Open Source Software Projects. - Ioannis Korkontzelos; Paul Thompson 002; Sophia Ananiadou (LREC, 2016)

Ensemble Classification of Grants using LDA-based Features. - Ioannis Korkontzelos; Beverley Thomas; Makoto Miwa; Sophia Ananiadou (LREC, 2016)

Supporting Custom Quality Models to Analyse and Compare Open-Source Software. - Davide Di Ruscio; Dimitrios S. Kolovos; Yannis Korkontzelos; Nicholas Matragkas; Jurgen J. Vinju (QUATIC, 2016)

Logistic Regression Multinomial for Arrhythmia Detection. - Omar Behadada; Marcello Trovati; Mohammed Amine Chikh; Nik Bessis; Yannis Korkontzelos (FAS*W@SASO/ICCAC, 2016)

Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities. - Tingting Mu; John Yannis Goulermas; Ioannis Korkontzelos; Sophia Ananiadou (J. Assoc. Inf. Sci. Technol., 2016)

Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts. - Ioannis Korkontzelos; Azadeh Nikfarjam; Matthew Shardlow; Abeed Sarker; Sophia Ananiadou; Graciela Gonzalez-Hernandez (J. Biomed. Informatics, 2016)

Developer-Centric Knowledge Mining from Large Open-Source Software Repositories (CROSSMINER). - 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; et al. (STAF Workshops, 2017)

A Multinomial Logistic Regression Approach for Arrhythmia Detection. - Omar Behadada; Marcello Trovati; Georgios Kontonatsios; Yannis Korkontzelos (Int. J. Distributed Syst. Technol., 2017)

Structuring Clinical Decision Support Rules for Drug Safety Using Natural Language Processing. - George Despotou; Ioannis Korkontzelos; Nicholas Matragkas; Eda Bilici; Theodoros N. Arvanitis (ICIMTH, 2018)

Lexical analysis of automated accounts on Twitter. - Isa Inuwa-Dutse; Bello Shehu Bello; Ioannis Korkontzelos (CoRR, 2018)

Detection of spam-posting accounts on Twitter. - Isa Inuwa-Dutse; Mark Liptrott; Ioannis Korkontzelos (Neurocomputing, 2018)

Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA. - Nabeela Altrabsheh; Georgios Kontonatsios; Yannis Korkontzelos (NLDB, 2019)

Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings. - Peiman Barnaghi; Georgios Kontonatsios; Nik Bessis; Yannis Korkontzelos (NLDB, 2019)

Analysis and Prediction of Dyads in Twitter. - Isa Inuwa-Dutse; Mark Liptrott; Yannis Korkontzelos (NLDB, 2019)

Bug Severity Prediction Using a Hierarchical One-vs.-Remainder Approach. - Nonso Nnamoko; Luis Adrián Cabrera-Diego; Daniel Campbell; Yannis Korkontzelos (NLDB, 2019)

Simmelian Ties on Twitter: Empirical Analysis and Prediction. - Isa Inuwa-Dutse; Mark Liptrott; Yannis Korkontzelos (SNAMS, 2019)

A deep semantic search method for random tweets. - Isa Inuwa-Dutse; Mark Liptrott; Ioannis Korkontzelos (Online Soc. Networks Media, 2019)

What is the Message About? Automatic Multi-label Classification of Open Source Repository Messages into Content Types. - Daniel Campbell; Luis Adrián Cabrera-Diego; Yannis Korkontzelos (AICV, 2020)

Efficient treatment of outliers and class imbalance for diabetes prediction. - Nonso Nnamoko; Ioannis Korkontzelos (Artif. Intell. Medicine, 2020)

A curated collection of COVID-19 online datasets. - Isa Inuwa-Dutse; Ioannis Korkontzelos (CoRR, 2020)

Migration and Refugee Crisis: a Critical Analysis of Online Public Perception. - Isa Inuwa-Dutse; Mark Liptrott; Ioannis Korkontzelos (CoRR, 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)

Classifying emotions in Stack Overflow and JIRA using a multi-label approach. - Luis Adrián Cabrera-Diego; Nik Bessis; Ioannis Korkontzelos (Knowl. Based Syst., 2020)

Bottom-Up Natural Language Processing Based Evaluation of the Fitness of UMLS as a Semantic Source for a Computer Interpretable Guidelines Ontology. - George Despotou; Ioannis Korkontzelos; Theodoros N. Arvanitis (MedInfo, 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 002; Mohsen Farid (Big Data Res., 2021)

Personalised Accelerometer Cut-point Prediction for Older Adults' Movement Behaviours using a Machine Learning approach. - Nonso Nnamoko; Luis Adrián Cabrera-Diego; Daniel Campbell; George Sanders 003; Stuart Fairclough; Ioannis Korkontzelos (Comput. Methods Programs Biomed., 2021)

Extending latent semantic analysis to manage its syntactic blindness. - Raja Muhammad Suleman; Ioannis Korkontzelos (Expert Syst. Appl., 2021)

A multilevel clustering technique for community detection. - Isa Inuwa-Dutse; Mark Liptrott; Ioannis Korkontzelos (Neurocomputing, 2021)

CyberSignature: A user authentication tool based on behavioural biometrics. - Nonso Nnamoko; Ioannis Korkontzelos; Joseph Barrowclough; Mark Liptrott (Softw. Impacts, 2022)

On the conformance of Android applications with children's data protection regulations and safeguarding guidelines. - Ricardo Lopes; Vinh-Thong Ta; Ioannis Korkontzelos (CoRR, 2023)

Gender prediction with descriptive textual data using a Machine Learning approach. - Babatunde Onikoyi; Nonso Nnamoko; Ioannis Korkontzelos (Nat. Lang. Process. J., 2023)

Automatic language ability assessment method based on natural language processing. - Nonso Nnamoko; Themis Karaminis; Jack Procter; Joseph Barrowclough; Ioannis Korkontzelos (Nat. Lang. Process. J., 2024)

FSSDroid: Feature subset selection for Android malware detection. - Nikolaos Polatidis; Stelios Kapetanakis; Marcello Trovati; Ioannis Korkontzelos; Yannis Manolopoulos (World Wide Web (WWW), 2024)

Personalised Affective Classification Through Enhanced EEG Signal Analysis. - Joseph Barrowclough; Nonso Nnamoko; Ioannis Korkontzelos (Appl. Artif. Intell., 2025)