Ayoub Bagheri

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Active Learning

Future Directions

Top Venues

Frontiers Res. Metrics Anal.

Int. J. Interact. Multim. Artif. Intell.

Publications

Christine Hedde-von Westernhagen, Ayoub Bagheri, Javier Garcia-Bernardo
Predicting COVID-19 infections using multi-layer centrality measures in population-scale networks. Appl. Netw. Sci. 9 (1) (2024)
Jelle Jasper Teijema, Laura Hofstee, Marlies Brouwer, Jonathan de Bruin, Gerbrich Ferdinands, Jan de Boer, Pablo Vizan, Sofie van den Brand, Claudi Bockting, Rens van de Schoot, Ayoub Bagheri
Active learning-based systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders. Frontiers Res. Metrics Anal. 8 (2023)
Hadi Mohammadi, Anastasia Giachanou, Ayoub Bagheri
Towards Robust Online Sexism Detection: A Multi-Model Approach with BERT, XLM-RoBERTa, and DistilBERT for EXIST 2023 Tasks. CLEF (Working Notes) (2023)
Christine Hedde-von Westernhagen, Javier Garcia-Bernardo, Ayoub Bagheri
Predicting COVID-19 Infections Using Multi-layer Centrality Measures in Population-scale Networks. CoRR (2023)
Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri, Laura Boeschoten, Erik-Jan van Kesteren, Mahdi Shafiee Kamalabad, Daniel L. Oberski
On Text-based Personality Computing: Challenges and Future Directions. ACL (Findings) (2023)
Daan de Jong, Ayoub Bagheri
The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution. NLDB (2022)
Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri
Modelling Stance Detection as Textual Entailment Recognition and Leveraging Measurement Knowledge from Social Sciences. CoRR (2022)
Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri, Laura Boeschoten, Erik-Jan van Kesteren, Mahdi Shafiee Kamalabad, Daniel L. Oberski
On Text-based Personality Computing: Challenges and Future Directions. CoRR (2022)
Arjan Sammani, Ayoub Bagheri, Peter G. M. van der Heijden, Anneline S. J. M. te Riele, Annette F. Baas, C. A. J. Oosters, Daniel L. Oberski, Folkert W. Asselbergs
Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks. npj Digit. Medicine 4 (2021)
Zhenwei Yang, Ayoub Bagheri, Peter G. M. van der Heijden
Neural Networks for Latent Budget Analysis of Compositional Data. CoRR (2021)
Laura Boeschoten, Erik-Jan van Kesteren, Ayoub Bagheri, Daniel L. Oberski
Achieving Fair Inference Using Error-Prone Outcomes. Int. J. Interact. Multim. Artif. Intell. 6 (5) (2021)
Ayoub Bagheri, Arjan Sammani, Peter G. M. van der Heijden, Folkert W. Asselbergs, Daniel L. Oberski
ETM: Enrichment by topic modeling for automated clinical sentence classification to detect patients' disease history. J. Intell. Inf. Syst. 55 (2) (2020)
Laura Boeschoten, Erik-Jan van Kesteren, Ayoub Bagheri, Daniel L. Oberski
Fair inference on error-prone outcomes. CoRR (2020)
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data. CoRR (2020)
Ayoub Bagheri, T. Katrien J. Groenhof, Wouter B. Veldhuis, Pim A. de Jong, Folkert W. Asselbergs, Daniel L. Oberski
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data. BCB (2020)
Ayoub Bagheri, Arjan Sammani, Peter G. M. van der Heijden, Folkert W. Asselbergs, Daniel L. Oberski
Automatic ICD-10 Classification of Diseases from Dutch Discharge Letters. BIOINFORMATICS (2020)
Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim
Opinion Spam Detection with Attention-Based LSTM Networks. CICLing (2) (2019)
Zeinab Sedighi, Hossein Ebrahimpour-Komleh, Ayoub Bagheri, Leila Kosseim
Opinion Spam Detection with Attention-Based Neural Networks. FLAIRS Conference (2019)
Ayoub Bagheri
Integrating word status for joint detection of sentiment and aspect in reviews. J. Inf. Sci. 45 (6) (2019)
Ayoub Bagheri, Mohamad Saraee, Franciska de Jong
ADM-LDA: An aspect detection model based on topic modelling using the structure of review sentences. J. Inf. Sci. 40 (5) (2014)
Ayoub Bagheri, Mohamad Saraee
Persian Sentiment Analyzer: A Framework based on a Novel Feature Selection Method. CoRR (2014)
Mohamad Saraee, Ayoub Bagheri
Feature Selection Methods in Persian Sentiment Analysis. NLDB (2013)
Ayoub Bagheri, Mohamad Saraee, Franciska de Jong
An Unsupervised Aspect Detection Model for Sentiment Analysis of Reviews. NLDB (2013)
Ayoub Bagheri, Mohamad Saraee, Franciska de Jong
Care more about customers: Unsupervised domain-independent aspect detection for sentiment analysis of customer reviews. Knowl. Based Syst. 52 (2013)