Ioannis Korkontzelos

According to our database1, Ioannis Korkontzelos authored at least 58 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
A multilevel clustering technique for community detection.
Neurocomputing, 2021

Extending latent semantic analysis to manage its syntactic blindness.
Expert Syst. Appl., 2021

Personalised Accelerometer Cut-point Prediction for Older Adults' Movement Behaviours using a Machine Learning approach.
Comput. Methods Programs Biomed., 2021

Evaluating Different Selection Criteria for Phase Type Survival Tree Construction.
Big Data Res., 2021

2020
Classifying emotions in Stack Overflow and JIRA using a multi-label approach.
Knowl. Based Syst., 2020

Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews.
Expert Syst. Appl. X, 2020

Migration and Refugee Crisis: a Critical Analysis of Online Public Perception.
CoRR, 2020

A curated collection of COVID-19 online datasets.
CoRR, 2020

Efficient treatment of outliers and class imbalance for diabetes prediction.
Artif. Intell. Medicine, 2020

What is the Message About? Automatic Multi-label Classification of Open Source Repository Messages into Content Types.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020

2019
A deep semantic search method for random tweets.
Online Soc. Networks Media, 2019

Simmelian Ties on Twitter: Empirical Analysis and Prediction.
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Bug Severity Prediction Using a Hierarchical One-vs.-Remainder Approach.
Proceedings of the Natural Language Processing and Information Systems, 2019

Analysis and Prediction of Dyads in Twitter.
Proceedings of the Natural Language Processing and Information Systems, 2019

Aspect Extraction from Reviews Using Convolutional Neural Networks and Embeddings.
Proceedings of the Natural Language Processing and Information Systems, 2019

Evaluating the Accuracy and Efficiency of Sentiment Analysis Pipelines with UIMA.
Proceedings of the Natural Language Processing and Information Systems, 2019

2018
Detection of spam-posting accounts on Twitter.
Neurocomputing, 2018

Lexical analysis of automated accounts on Twitter.
CoRR, 2018

Structuring Clinical Decision Support Rules for Drug Safety Using Natural Language Processing.
Proceedings of the Data, 2018

2017
A Multinomial Logistic Regression Approach for Arrhythmia Detection.
Int. J. Distributed Syst. Technol., 2017


2016
Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts.
J. Biomed. Informatics, 2016

Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities.
J. Assoc. Inf. Sci. Technol., 2016

Logistic Regression Multinomial for Arrhythmia Detection.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Supporting Custom Quality Models to Analyse and Compare Open-Source Software.
Proceedings of the 10th International Conference on the Quality of Information and Communications Technology, 2016

Ensemble Classification of Grants using LDA-based Features.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Identifying Content Types of Messages Related to Open Source Software Projects.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015
Boosting drug named entity recognition using an aggregate classifier.
Artif. Intell. Medicine, 2015


OSSMETER: a software measurement platform for automatically analysing open source software projects.
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

Assessing the Use of Eclipse MDE Technologies in Open-Source Software Projects.
Proceedings of the International Workshop on Open Source Software for Model Driven Engineering co-located with ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MODELS 2015), 2015

Mining the Biomedical Literature.
Proceedings of the Healthcare Data Analytics., 2015

2014
A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora.
Proceedings of the Statistical Language and Speech Processing, 2014

Software Analytics for MDE Communities.
Proceedings of the 1st Workshop on Open Source Software for Model Driven Engineering co-located with ACM/IEEE 17th International Conference on Model Driven Engineering Languages & Systems, 2014

Locating Requests among Open Source Software Communication Messages.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Comparable Study of Event Extraction in Newswire and Biomedical Domains.
Proceedings of the COLING 2014, 2014

2013
A method for discovering and inferring appropriate eligibility criteria in clinical trial protocols without labeled data.
BMC Medical Informatics Decis. Mak., 2013

Deploying and sharing U-Compare workflows as web services.
J. Biomed. Semant., 2013

SemEval-2013 Task 5: Evaluating Phrasal Semantics.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Dealing with Data Sparsity in Drug Named Entity Recognition.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

News search using discourse analytics.
Proceedings of the 1st Digital Heritage International Congress, 2013

Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA.
Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013

Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Using a Random Forest Classifier to recognise translations of biomedical terms across languages.
Proceedings of the Sixth Workshop on Building and Using Comparable Corpora, 2013

2012
ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials.
BMC Medical Informatics Decis. Mak., 2012

Developing Multilingual Text Mining Workflows in UIMA and U-Compare.
Proceedings of the Natural Language Processing and Information Systems, 2012

ASCOT: assisting search and creation of clinical trials.
Proceedings of the ACM International Health Informatics Symposium, 2012

2011
Adding text mining workflows as web services to the BioCatalogue.
Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences, 2011

Enrichment and Structuring of Archival Description Metadata.
Proceedings of the 5th ACL Workshop on Language Technology for Cultural Heritage, 2011

2010
Unsupervised learning of multiword expressions.
PhD thesis, 2010

UoY: Graphs of Unambiguous Vertices for Word Sense Induction and Disambiguation.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Can Recognising Multiword Expressions Improve Shallow Parsing?
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Estimating Linear Models for Compositional Distributional Semantics.
Proceedings of the COLING 2010, 2010

2009
Detecting Compositionality in Multi-Word Expressions.
Proceedings of the ACL 2009, 2009

2008
Reviewing and Evaluating Automatic Term Recognition Techniques.
Proceedings of the Advances in Natural Language Processing, 2008


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