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Ioannis Korkontzelos
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2020 – today
- 2024
- [j20]Nonso Nnamoko, Themis Karaminis, Jack Procter, Joseph Barrowclough, Ioannis Korkontzelos:
Automatic language ability assessment method based on natural language processing. Nat. Lang. Process. J. 8: 100094 (2024) - [j19]Nikolaos Polatidis, Stelios Kapetanakis, Marcello Trovati, Ioannis Korkontzelos, Yannis Manolopoulos:
FSSDroid: Feature subset selection for Android malware detection. World Wide Web (WWW) 27(5): 50 (2024) - 2023
- [j18]Babatunde Onikoyi, Nonso Nnamoko, Ioannis Korkontzelos:
Gender prediction with descriptive textual data using a Machine Learning approach. Nat. Lang. Process. J. 4: 100018 (2023) - [i5]Ricardo Lopes, Vinh-Thong Ta, Ioannis Korkontzelos:
On the conformance of Android applications with children's data protection regulations and safeguarding guidelines. CoRR abs/2305.08492 (2023) - 2022
- [j17]Nonso Nnamoko, Ioannis Korkontzelos, Joseph Barrowclough, Mark Liptrott:
CyberSignature: A user authentication tool based on behavioural biometrics. Softw. Impacts 14: 100443 (2022) - 2021
- [j16]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) - [j15]Nonso 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: 106165 (2021) - [j14]Raja Muhammad Suleman, Ioannis Korkontzelos:
Extending latent semantic analysis to manage its syntactic blindness. Expert Syst. Appl. 165: 114130 (2021) - [j13]Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos:
A multilevel clustering technique for community detection. Neurocomputing 441: 64-78 (2021) - [c38]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: 1060-1061 - [i4]Isa Inuwa-Dutse, Mark Liptrott, Yannis Korkontzelos:
A multilevel clustering technique for community detection. CoRR abs/2101.06551 (2021) - 2020
- [j12]Nonso Nnamoko, Ioannis Korkontzelos:
Efficient treatment of outliers and class imbalance for diabetes prediction. Artif. Intell. Medicine 104: 101815 (2020) - [j11]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) - [j10]Luis Adrián Cabrera-Diego, Nik Bessis, Ioannis Korkontzelos:
Classifying emotions in Stack Overflow and JIRA using a multi-label approach. Knowl. Based Syst. 195: 105633 (2020) - [c37]Daniel Campbell, Luis Adrián Cabrera-Diego, Yannis Korkontzelos:
What is the Message About? Automatic Multi-label Classification of Open Source Repository Messages into Content Types. AICV 2020: 520-531 - [i3]Isa Inuwa-Dutse, Ioannis Korkontzelos:
A curated collection of COVID-19 online datasets. CoRR abs/2007.09703 (2020) - [i2]Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos:
Migration and Refugee Crisis: a Critical Analysis of Online Public Perception. CoRR abs/2007.09834 (2020)
2010 – 2019
- 2019
- [j9]Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos:
A deep semantic search method for random tweets. Online Soc. Networks Media 13 (2019) - [c36]Nonso Nnamoko, Luis Adrián Cabrera-Diego, Daniel Campbell, Yannis Korkontzelos:
Bug Severity Prediction Using a Hierarchical One-vs.-Remainder Approach. NLDB 2019: 247-260 - [c35]Nabeela Altrabsheh, Georgios Kontonatsios, Yannis Korkontzelos:
Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA. NLDB 2019: 286-294 - [c34]Isa Inuwa-Dutse, Mark Liptrott, Yannis Korkontzelos:
Analysis and Prediction of Dyads in Twitter. NLDB 2019: 303-311 - [c33]Peiman Barnaghi, Georgios Kontonatsios, Nik Bessis, Yannis Korkontzelos:
Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings. NLDB 2019: 409-415 - [c32]Isa Inuwa-Dutse, Mark Liptrott, Yannis Korkontzelos:
Simmelian Ties on Twitter: Empirical Analysis and Prediction. SNAMS 2019: 118-125 - 2018
- [j8]Isa Inuwa-Dutse, Mark Liptrott, Ioannis Korkontzelos:
Detection of spam-posting accounts on Twitter. Neurocomputing 315: 496-511 (2018) - [c31]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: 89-92 - [i1]Isa Inuwa-Dutse, Bello Shehu Bello, Ioannis Korkontzelos:
Lexical analysis of automated accounts on Twitter. CoRR abs/1812.07947 (2018) - 2017
- [j7]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) - [c30]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: 375-384 - 2016
- [j6]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): 106-133 (2016) - [j5]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: 148-158 (2016) - [c29]Ioannis Korkontzelos, Paul Thompson, Sophia Ananiadou:
Identifying Content Types of Messages Related to Open Source Software Projects. LREC 2016 - [c28]Ioannis Korkontzelos, Beverley Thomas, Makoto Miwa, Sophia Ananiadou:
Ensemble Classification of Grants using LDA-based Features. LREC 2016 - [c27]Davide Di Ruscio, Dimitrios S. Kolovos, Yannis Korkontzelos, Nicholas Matragkas, Jurgen J. Vinju:
Supporting Custom Quality Models to Analyse and Compare Open-Source Software. QUATIC 2016: 94-99 - [c26]Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis, Yannis Korkontzelos:
Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC 2016: 133-137 - 2015
- [j4]Ioannis Korkontzelos, Dimitrios Piliouras, Andrew W. Dowsey, Sophia Ananiadou:
Boosting drug named entity recognition using an aggregate classifier. Artif. Intell. Medicine 65(2): 145-153 (2015) - [c25]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: 20-29 - [c24]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: 970-973 - [c23]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: 36-43 - [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 - 2014
- [c22]Makoto Miwa, Paul Thompson, Ioannis Korkontzelos, Sophia Ananiadou:
Comparable Study of Event Extraction in Newswire and Biomedical Domains. COLING 2014: 2270-2279 - [c21]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 - [c20]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 - [c19]Ioannis Korkontzelos, Sophia Ananiadou:
Locating Requests among Open Source Software Communication Messages. LREC 2014: 1347-1354 - [c18]James R. Williams, Nicholas Drivalos Matragkas, Dimitris S. Kolovos, Yannis Korkontzelos, Sofia Annaniadou, Richard F. Paige:
Software Analytics for MDE Communities. OSS4MDE@MoDELS 2014: 53-63 - [c17]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
- [j3]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) - [j2]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): S6 (2013) - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]Paul Thompson, Raheel Nawaz, Ioannis Korkontzelos, William J. Black, John McNaught, Sophia Ananiadou:
News search using discourse analytics. Digital Heritage (1) 2013: 597-604 - [c11]Dimitrios Piliouras, Ioannis Korkontzelos, Andrew W. Dowsey, Sophia Ananiadou:
Dealing with Data Sparsity in Drug Named Entity Recognition. ICHI 2013: 14-21 - [c10]Ioannis Korkontzelos, Torsten Zesch, Fabio Massimo Zanzotto, Chris Biemann:
SemEval-2013 Task 5: Evaluating Phrasal Semantics. SemEval@NAACL-HLT 2013: 39-47 - 2012
- [j1]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): S3 (2012) - [c9]Ioannis Korkontzelos, Sophia Ananiadou:
ASCOT: assisting search and creation of clinical trials. IHI 2012: 855-858 - [c8]Georgios Kontonatsios, Ioannis Korkontzelos, Sophia Ananiadou:
Developing Multilingual Text Mining Workflows in UIMA and U-Compare. NLDB 2012: 82-93 - 2011
- [c7]Kalliopi Zervanou, Ioannis Korkontzelos, Antal van den Bosch, Sophia Ananiadou:
Enrichment and Structuring of Archival Description Metadata. LaTeCH@ACL 2011: 44-53 - [c6]Georgios Kontonatsios, Ioannis Korkontzelos, BalaKrishna Kolluru, Sophia Ananiadou:
Adding text mining workflows as web services to the BioCatalogue. SWAT4LS 2011: 50-57 - 2010
- [b1]Ioannis Korkontzelos:
Unsupervised learning of multiword expressions. University of York, UK, 2010 - [c5]Fabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, Suresh Manandhar:
Estimating Linear Models for Compositional Distributional Semantics. COLING 2010: 1263-1271 - [c4]Ioannis Korkontzelos, Suresh Manandhar:
Can Recognising Multiword Expressions Improve Shallow Parsing? HLT-NAACL 2010: 636-644 - [c3]Ioannis Korkontzelos, Suresh Manandhar:
UoY: Graphs of Unambiguous Vertices for Word Sense Induction and Disambiguation. SemEval@ACL 2010: 355-358
2000 – 2009
- 2009
- [c2]Ioannis Korkontzelos, Suresh Manandhar:
Detecting Compositionality in Multi-Word Expressions. ACL/IJCNLP (2) 2009: 65-68 - 2008
- [c1]Ioannis Korkontzelos, Ioannis P. Klapaftis, Suresh Manandhar:
Reviewing and Evaluating Automatic Term Recognition Techniques. GoTAL 2008: 248-259
Coauthor Index
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