Ayoub Bagheri

Ayoub Bagheri

Universiteit Utrecht

H-index: 16

Europe-Netherlands

About Ayoub Bagheri

Ayoub Bagheri, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Universiteit Utrecht, specializes in the field of Text Mining, Natural Language Processing, Machine Learning, Data Science.

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

The CLIN33 Shared Task on the Detection of Text Generated by Large Language Models

Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

Active learning-based Systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders

Large-Scale Simulation Study of Active Learning models for Systematic Reviews

Towards robust online sexism detection: a multi-model approach with BERT, XLM-RoBERTa, and DistilBERT for EXIST 2023 Tasks

Predicting COVID-19 Infections Using Multi-layer Centrality Measures in Population-scale Networks

Verkenning van de inzet van topic modelling bij het analyseren van schrijfopdrachten

Simulation-based Active Learning for Systematic Reviews: A Systematic Review of the Literature

Ayoub Bagheri Information

University

Position

Assistant Professor

Citations(all)

927

Citations(since 2020)

666

Cited By

490

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

22

i10Index(since 2020)

20

Email

University Profile Page

Universiteit Utrecht

Google Scholar

View Google Scholar Profile

Ayoub Bagheri Skills & Research Interests

Text Mining

Natural Language Processing

Machine Learning

Data Science

Top articles of Ayoub Bagheri

Title

Journal

Author(s)

Publication Date

The CLIN33 Shared Task on the Detection of Text Generated by Large Language Models

Computational Linguistics in the Netherlands Journal

Pieter Fivez

Walter Daelemans

Tim Van de Cruys

Yury Kashnitsky

Savvas Chamezopoulos

...

2024/3/21

Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

Ayoub Bagheri

Anastasia Giachanou

Pablo Mosteiro

Suzan Verberne

2023/11/5

Active learning-based Systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders

Jelle Jasper Teijema

Laura Hofstee

Marlies Brouwer

Jonathan de Bruin

Gerbrich Ferdinands

...

2023/5/16

Large-Scale Simulation Study of Active Learning models for Systematic Reviews

PsyArXiv. November

Jelle J Teijema

Jonathan de Bruin

Ayoub Bagheri

Rens van de Schoot

2023/11/1

Towards robust online sexism detection: a multi-model approach with BERT, XLM-RoBERTa, and DistilBERT for EXIST 2023 Tasks

Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023)

Hadi Mohammadi

Anastasia Giachanou

Ayoub Bagheri

2023

Predicting COVID-19 Infections Using Multi-layer Centrality Measures in Population-scale Networks

arXiv e-prints

Christine Hedde-von Westernhagen

Javier Garcia-Bernardo

Ayoub Bagheri

2023/10

Verkenning van de inzet van topic modelling bij het analyseren van schrijfopdrachten

Tijdschrift voor Hoger Onderwijs

Anouschka van Leeuwen

Ayoub Bagheri

Thom Benjamin Volker

Charlotte van Brakel

2023/7/17

Simulation-based Active Learning for Systematic Reviews: A Systematic Review of the Literature

Jelle J Teijema

Sofie Seuren

Daniel Anadria

Ayoub Bagheri

Rens van de Schoot

2023/6/29

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Houda Bouamor

Juan Pino

Kalika Bali

2023/12

Performance of active learning models for screening prioritization in systematic reviews: a simulation study into the Average Time to Discover relevant records

Gerbrich Ferdinands

Raoul Schram

Jonathan de Bruin

Ayoub Bagheri

Daniel L Oberski

...

2023/6/20

A survey on multi-document summarization and domain-oriented approaches

Journal of Information Systems and Telecommunication (JIST)

Mahsa Afsharizadeh

Hossein Ebrahimpour-Komleh

Ayoub Bagheri

Grzegorz Chrupała

2022/2

On text-based personality computing: Challenges and future directions

arXiv preprint arXiv:2212.06711

Qixiang Fang

Anastasia Giachanou

Ayoub Bagheri

Laura Boeschoten

Erik-Jan van Kesteren

...

2022/12/13

Modelling Stance Detection as Textual Entailment Recognition and Leveraging Measurement Knowledge from Social Sciences

arXiv preprint arXiv:2212.06543

Qixiang Fang

Anastasia Giachanou

Ayoub Bagheri

2022/12/13

The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution

Daan de Jong

Ayoub Bagheri

2022/6/13

Achieving fair inference using error-prone outcomes

International Journal of Interactive Multimedia and Artificial Intelligence

Laura Boeschoten

Erik-Jan van Kesteren

Ayoub Bagheri

Daniel L Oberski

2020/3/17

A data mining-based cross-industry process for predicting major bleeding in mechanical circulatory support

European Heart Journal-Digital Health

Susanne EA Felix

Ayoub Bagheri

Faiz R Ramjankhan

Marco R Spruit

Daniel Oberski

...

2021/12/1

Neural Networks for Latent Budget Analysis of Compositional Data

arXiv preprint arXiv:2109.04875

Zhenwei Yang

Ayoub Bagheri

PG van der Heijden

2021/9/10

Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports

Journal of healthcare engineering

Ayoub Bagheri

T Katrien J Groenhof

Folkert W Asselbergs

Saskia Haitjema

Michiel L Bots

...

2021/7/9

Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks

NPJ digital medicine

Arjan Sammani

Ayoub Bagheri

Peter GM van der Heijden

Anneline SJM Te Riele

Annette F Baas

...

2021/2/26

Text mining in healthcare: bringing structure to electronic health records

Ayoub Bagheri

2021/1/15

See List of Professors in Ayoub Bagheri University(Universiteit Utrecht)

Co-Authors

H-index: 126
Prof. Dr. Pim van der Harst

Prof. Dr. Pim van der Harst

Rijksuniversiteit Groningen

H-index: 55
Lars Tummers

Lars Tummers

Universiteit Utrecht

H-index: 52
Rens van de Schoot

Rens van de Schoot

Universiteit Utrecht

H-index: 48
Peter G. M. van der Heijden

Peter G. M. van der Heijden

Universiteit Utrecht

H-index: 31
Daniel L. Oberski

Daniel L. Oberski

Universiteit Utrecht

H-index: 23
Professor Mo Saraee

Professor Mo Saraee

University of Salford

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