Ioannis Korkontzelos

Ioannis Korkontzelos

Edge Hill University

H-index: 21

Europe-United Kingdom

About Ioannis Korkontzelos

Ioannis Korkontzelos, With an exceptional h-index of 21 and a recent h-index of 15 (since 2020), a distinguished researcher at Edge Hill University, specializes in the field of Natural Language Processing, Text Mining, Text Mining for Open Source Software, Machine Learning for Text Analysis, Multiword Ex.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the conformance of Android applications with children's data protection regulations and safeguarding guidelines

Gender prediction with descriptive textual data using a Machine Learning approach

CyberSignature: A user authentication tool based on behavioural biometrics

A behaviour biometrics dataset for user identification and authentication

Bottom-up natural language processing based evaluation of the fitness of UMLS as a semantic source for a computer interpretable guidelines ontology

A multilevel clustering technique for community detection

Extending latent semantic analysis to manage its syntactic blindness

Personalised accelerometer cut-point prediction for older adults’ movement behaviours using a machine learning approach

Ioannis Korkontzelos Information

University

Position

Professor in Computer Science (Data Analytics) Department of Computer Science

Citations(all)

1734

Citations(since 2020)

1058

Cited By

1033

hIndex(all)

21

hIndex(since 2020)

15

i10Index(all)

31

i10Index(since 2020)

20

Email

University Profile Page

Edge Hill University

Google Scholar

View Google Scholar Profile

Ioannis Korkontzelos Skills & Research Interests

Natural Language Processing

Text Mining

Text Mining for Open Source Software

Machine Learning for Text Analysis

Multiword Ex

Top articles of Ioannis Korkontzelos

Title

Journal

Author(s)

Publication Date

On the conformance of Android applications with children's data protection regulations and safeguarding guidelines

arXiv preprint arXiv:2305.08492

Ricardo Lopes

Vinh Thong Ta

Yannis Korkontzelos

2023/5/15

Gender prediction with descriptive textual data using a Machine Learning approach

Natural Language Processing Journal

Babatunde Onikoyi

Nonso Nnamoko

Ioannis Korkontzelos

2023/9/1

CyberSignature: A user authentication tool based on behavioural biometrics

Software Impacts

Nonso Nnamoko

Ioannis Korkontzelos

Joseph Barrowclough

Mark Liptrott

2022/12/1

A behaviour biometrics dataset for user identification and authentication

Data in Brief

Nonso Nnamoko

Joseph Barrowclough

Mark Liptrott

Ioannis Korkontzelos

2022/12/1

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

2022

A multilevel clustering technique for community detection

Neurocomputing

Isa Inuwa-Dutse

Mark Liptrott

Yannis Korkontzelos

2021

Extending latent semantic analysis to manage its syntactic blindness

Expert Systems with Applications

Raja Muhammad Suleman

Ioannis Korkontzelos

2021/3/1

Personalised accelerometer cut-point prediction for older adults’ movement behaviours using a machine learning approach

Computer Methods and Programs in Biomedicine

Nonso Nnamoko

Luis Adrián Cabrera-Diego

Daniel Campbell

George Sanders

Stuart J Fairclough

...

2021/9/1

Evaluating Different Selection Criteria for Phase Type Survival Tree Construction

Big Data Research

Lalit Garg

Sally I McClean

Maria Barton

Brian J Meenan

Ken Fullerton

...

2021/7/15

Classifying emotions in Stack Overflow and JIRA using a multi-label approach

Knowledge-Based Systems

Luis Adrián Cabrera-Diego

Nik Bessis

Ioannis Korkontzelos

2020/5/11

Efficient treatment of outliers and class imbalance for diabetes prediction

Artificial intelligence in medicine

Nonso Nnamoko

Ioannis Korkontzelos

2020/4/1

Managing the Syntactic Blindness of Latent Semantic Analysis

Proceedings of the 6th International Conference on Natural Language Processing

Raja Muhammad Suleman

Ioannis Korkontzelos

2020

Migration and refugee crisis: a critical analysis of online public perception

Isa Inuwa-Dutse

Mark Liptrott

Ioannis Korkontzelos

2020

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

2020

A curated collection of covid-19 online datasets

Isa Inuwa-Dutse

Ioannis Korkontzelos

2020

Using a neural network-based feature extraction method to facilitate citation screening for systematic reviews

Expert Systems with Applications: X

Georgios Kontonatsios

Sally Spencer

Peter Matthew

Ioannis Korkontzelos

2020/7/1

See List of Professors in Ioannis Korkontzelos University(Edge Hill University)

Co-Authors

H-index: 67
Sophia Ananiadou

Sophia Ananiadou

Manchester University

H-index: 51
Richard F. Paige

Richard F. Paige

McMaster University

H-index: 48
Chris Biemann

Chris Biemann

Universität Hamburg

H-index: 38
Davide Di Ruscio

Davide Di Ruscio

Università degli Studi dell'Aquila

H-index: 35
JY Goulermas

JY Goulermas

University of Liverpool

H-index: 34
John McNaught

John McNaught

Manchester University

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