Fernando Pérez-Téllez

According to our database, Fernando Pérez-Téllez authored at least 40 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Predictive Study of the 2024 Presidential Elections.

María Beatríz Bernábe-Loranca, Fernando Pérez-Téllez, David Pinto Avendaño

Int. J. Comb. Optim. Probl. Informatics, 2026

Synthetic Blood Data Generation for Fair Machine Learning.

Sahithi Makam Ramakrishna, Fernando Pérez-Téllez

Proceedings of the 2026 Conference on Human Centred Artificial Intelligence, 2026

Practical Strategies for Applying the Disparate Impact Remover at Inference Time.

Mykhailo Danilevskyi, Fernando Pérez-Téllez, Jelena Vasic

Proceedings of the 2026 Conference on Human Centred Artificial Intelligence, 2026

On The Automatic Image Captioning Task In Italian: A Human-Centric Approach.

Valentina De Amicis, Rajesh R. Jaiswal, Fernando Pérez-Téllez

Proceedings of the 2026 Conference on Human Centred Artificial Intelligence, 2026

The Role of Synthetic Data on Cancer Classification and Bias Mitigation.

John Staunton, Fernando Pérez-Téllez, Adrian Byrne

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

Predicting fire incidents with ML: an XAI approach.

Donghyeok Lee, Fernando Pérez-Téllez, Rajesh R. Jaiswal

AI Ethics, October, 2025

Implementing ethical principles in AI: an initial discussion.

Mykhailo Danilevskyi, Fernando Pérez-Téllez, Davide Buscaldi

AI Ethics, August, 2025

Low-Resource Hardware Performance Analysis for Real-Time Facial Recognition.

Edgar Abidán Padilla-Luis, Fernando Pérez-Téllez, David Pinto

Res. Comput. Sci., 2025

Application of GANs to Augment the Mammography Repository.

Yaneth Reyes-Hernández, Fernando Pérez-Téllez, Jorge A. Ruiz-Vanoye, Jazmín Rodríguez-Flores, Eric Simancas-Acevedo, Ocotlán Díaz-Parra, Jaime Aguilar-Ortiz, Francisco Rafael Trejo-Macotela

Computación y Sistemas (CyS), 2025

Modelling and Comparison of Machine-Learning Algorithms for Energy Consumption Prediction in Smart Buildings.

Luis Arturo Ortiz-Suarez, Fernando Pérez-Téllez, Jorge A. Ruiz-Vanoye, Francisco Rafael Trejo-Macotela, Eric Simancas-Acevedo, Jazmín Rodríguez-Flores, Ocotlán Díaz-Parra, José Miguel Liceaga-Ortiz-De-La-Peña

Computación y Sistemas (CyS), 2025

Towards an Accurate Domain-Specific ASR: Transcription for Pathology.

Mykhailo Danilevskyi, Fernando Pérez-Téllez, Jelena Vasic

Proceedings of the Text, Speech, and Dialogue - 28th International Conference, 2025

The Evaluation of Medical Terms Complexity Using Lexical Features and Large Language Models.

Liliya Makhmutova, Giancarlo D. Salton, Fernando Pérez-Téllez, Robert J. Ross

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

2024

A Transformer-Based Multi-Domain Recommender System for E-commerce.

Victor Giovanni Morales Murillo, David Pinto, Fernando Pérez-Téllez, Franco Rojas López

Int. J. Comb. Optim. Probl. Informatics, 2024

Training and Transfer of a PID Balance Controller for Quadruped Robots Using Artificial Neuronal Networks.

Francisco José López-Cortés, Carolina Jiménez-Martínez, Rigoberto Cerino Jiménez, Fernando Pérez-Téllez, David Pinto

Computación y Sistemas (CyS), 2024

Topic Modelling and Sentiment Analysis via News Headlines, NLP Methods on Australian Broadcasting Commission.

Zaur Gouliev, Fernando Pérez-Téllez

Computación y Sistemas (CyS), 2024

Automated Medical Text Simplification for Enhanced Patient Access.

Liliya Makhmutova, Giancarlo D. Salton, Fernando Pérez-Téllez, Robert J. Ross

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Estimulación visual basada en conceptos y su análisis mediante electroencefalografía.

Rigoberto Cerino Jiménez, David Eduardo Pinto Avendaño, Sergio Vergara-Limón, Fernando Pérez-Téllez

Computación y Sistemas (CyS), 2023

Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment.

Botond Tarcsay, Fernando Pérez-Téllez, Jelena Vasic

Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023

Explainability in NLP model: Detection of Covid-19 Twitter Fake News.

Wan Yit Yong, Rajesh R. Jaiswal, Fernando Pérez-Téllez

Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023

The European AI Tango: Balancing Regulation Innovation and Competitiveness.

Christina Todorova, George Sharkov, Huib Aldewereld, Stefan Leijnen, Alireza Dehghani, Stefano Marrone, Carlo Sansone, Maurice Lynch, John Pugh, Tarry Singh, Kitti Mezei, Péter Antal, Peter Hanák, Alessandro Barducci, Fernando Pérez-Téllez, Francesco Gargiulo

Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023

Explainability in User Sentiment Analysis with CoreNLP.

Marta De La Cuadra Lozano, Rajesh R. Jaiswal, Fernando Pérez-Téllez

Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023

On the compliance with ethical principles in AI.

Mykhailo Danilevskyi, Fernando Pérez-Téllez

Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023

2022

Use of Machine Learning Methods in the Assessment of Programming Assignments.

Botond Tarcsay, Jelena Vasic, Fernando Pérez-Téllez

Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

2020

Measuring semantic similarity of documents with weighted cosine and fuzzy logic.

Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto

J. Intell. Fuzzy Syst., 2020

An Univariable Approach for Forecasting Workload in the Maintenance Industry.

Paulo Silva, Fernando Pérez-Téllez, John Cardiff

Computación y Sistemas, 2020

Named Entity Recognition based on a Graph Structure.

David Muñoz, Fernando Pérez-Téllez, David Pinto

Computación y Sistemas, 2020

Analysis of Automatic Annotations of Real Video Surveillance Images.

Diana K. Guevara-Flores, Fernando Pérez-Téllez, David Eduardo Pinto Avendaño

Computación y Sistemas, 2020

On Detecting Keywords for Concept Mapping in Plain Text.

Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto

Computación y Sistemas, 2020

Pacloud: Towards a Universal Cloud-based Linux Package Manager.

Olivier Bal-Pétré, Pierre Varlez, Fernando Pérez-Téllez

CoRR, 2020

Poincaré Embeddings in the Task of Named Entity Recognition.

David Muñoz, Fernando Pérez-Téllez, David Pinto

Proceedings of the Advances in Computational Intelligence, 2020

2019

A Web-based Tagger for Named Entities Detection.

David Muñoz, Fernando Pérez-Téllez, David Pinto

Res. Comput. Sci., 2019

2018

Towards Topic Detection in Plain Documents Using Key Terminology Extraction Supported by Institute of Technology Tallaght.

Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto

Res. Comput. Sci., 2018

2016

Prototype/topic based clustering method for weblogs.

Fernando Pérez-Téllez, John Cardiff, Paolo Rosso, David Pinto

Intell. Data Anal., 2016

2014

Weblog and short text feature extraction and impact on categorisation.

Fernando Pérez-Téllez, John Cardiff, Paolo Rosso, David Pinto

J. Intell. Fuzzy Syst., 2014

2011

On the Difficulty of Clustering Microblog Texts for Online Reputation Management.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, 2011

2010

Clustering Weblogs on the Basis of a Topic Detection Method.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the Advances in Pattern Recognition, 2010

On the difficulty of clustering company tweets.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, 2010

2009

Improving the Clustering of Blogosphere with a Self-term Enriching Technique.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Characterizing Weblog Corpora.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the Natural Language Processing and Information Systems, 2009

A Methodology to Cluster Informal Language Register Data.

Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009