Fernando Pérez-Téllez

41 papers C 1Misc 1Journal 21Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Predictive Study of the 2024 Presidential Elections.
Int. J. Comb. Optim. Probl. Informatics
María Beatríz Bernábe-Loranca, Fernando Pérez-Téllez, David Pinto Avendaño
2026 — conf
On The Automatic Image Captioning Task In Italian: A Human-Centric Approach.
HCAIep
Valentina De Amicis, Rajesh R. Jaiswal, Fernando Pérez-Téllez
2026 — conf
Practical Strategies for Applying the Disparate Impact Remover at Inference Time.
HCAIep
Mykhailo Danilevskyi, Fernando Pérez-Téllez, Jelena Vasic
2026 — conf
Synthetic Blood Data Generation for Fair Machine Learning.
HCAIep
Sahithi Makam Ramakrishna, Fernando Pérez-Téllez
2026 — conf
The Role of Synthetic Data on Cancer Classification and Bias Mitigation.
BIOSTEC (4)
John Staunton, Fernando Pérez-Téllez, Adrian Byrne
2025 J jnl
Application of GANs to Augment the Mammography Repository.
Computación y Sistemas (CyS)
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
2025 J jnl
Implementing ethical principles in AI: an initial discussion.
AI Ethics
Mykhailo Danilevskyi, Fernando Pérez-Téllez, Davide Buscaldi
2025 J jnl
Low-Resource Hardware Performance Analysis for Real-Time Facial Recognition.
Res. Comput. Sci.
Edgar Abidán Padilla-Luis, Fernando Pérez-Téllez, David Pinto
2025 J jnl
Modelling and Comparison of Machine-Learning Algorithms for Energy Consumption Prediction in Smart Buildings.
Computación y Sistemas (CyS)
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
2025 J jnl
Predicting fire incidents with ML: an XAI approach.
AI Ethics
Donghyeok Lee, Fernando Pérez-Téllez, Rajesh R. Jaiswal
2025 Misc conf
The Evaluation of Medical Terms Complexity Using Lexical Features and Large Language Models.
RANLP
Liliya Makhmutova, Giancarlo D. Salton, Fernando Pérez-Téllez, Robert J. Ross
2025 — conf
Towards an Accurate Domain-Specific ASR: Transcription for Pathology.
TSD (1)
Mykhailo Danilevskyi, Fernando Pérez-Téllez, Jelena Vasic
2024 J jnl
A Transformer-Based Multi-Domain Recommender System for E-commerce.
Int. J. Comb. Optim. Probl. Informatics
Victor Giovanni Morales Murillo, David Pinto, Fernando Pérez-Téllez, Franco Rojas López
2024 — conf
Automated Medical Text Simplification for Enhanced Patient Access.
BIOSTEC (2)
Liliya Makhmutova, Giancarlo D. Salton, Fernando Pérez-Téllez, Robert J. Ross
2024 J jnl
Topic Modelling and Sentiment Analysis via News Headlines, NLP Methods on Australian Broadcasting Commission.
Computación y Sistemas (CyS)
Zaur Gouliev, Fernando Pérez-Téllez
2024 J jnl
Training and Transfer of a PID Balance Controller for Quadruped Robots Using Artificial Neuronal Networks.
Computación y Sistemas (CyS)
Francisco José López-Cortés, Carolina Jiménez-Martínez, Rigoberto Cerino Jiménez, Fernando Pérez-Téllez, David Pinto
2023 J jnl
Estimulación visual basada en conceptos y su análisis mediante electroencefalografía.
Computación y Sistemas (CyS)
Rigoberto Cerino Jiménez, David Eduardo Pinto Avendaño, Sergio Vergara-Limón, Fernando Pérez-Téllez
2023 — conf
Explainability in NLP model: Detection of Covid-19 Twitter Fake News.
HCAIep
Wan Yit Yong, Rajesh R. Jaiswal, Fernando Pérez-Téllez
2023 — conf
Explainability in User Sentiment Analysis with CoreNLP.
HCAIep
Marta De La Cuadra Lozano, Rajesh R. Jaiswal, Fernando Pérez-Téllez
2023 — conf
On the compliance with ethical principles in AI.
HCAIep
Mykhailo Danilevskyi, Fernando Pérez-Téllez
2023 — conf
The European AI Tango: Balancing Regulation Innovation and Competitiveness.
HCAIep
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
2023 — conf
Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment.
MCPR
Botond Tarcsay, Fernando Pérez-Téllez, Jelena Vasic
2022 — conf
Use of Machine Learning Methods in the Assessment of Programming Assignments.
TSD
Botond Tarcsay, Jelena Vasic, Fernando Pérez-Téllez
2020 J jnl
An Univariable Approach for Forecasting Workload in the Maintenance Industry.
Computación y Sistemas
Paulo Silva, Fernando Pérez-Téllez, John Cardiff
2020 J jnl
Analysis of Automatic Annotations of Real Video Surveillance Images.
Computación y Sistemas
Diana K. Guevara-Flores, Fernando Pérez-Téllez, David Eduardo Pinto Avendaño
2020 J jnl
Measuring semantic similarity of documents with weighted cosine and fuzzy logic.
J. Intell. Fuzzy Syst.
Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto
2020 J jnl
Named Entity Recognition based on a Graph Structure.
Computación y Sistemas
David Muñoz, Fernando Pérez-Téllez, David Pinto
2020 J jnl
On Detecting Keywords for Concept Mapping in Plain Text.
Computación y Sistemas
Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto
2020 J jnl
Pacloud: Towards a Universal Cloud-based Linux Package Manager.
CoRR
Olivier Bal-Pétré, Pierre Varlez, Fernando Pérez-Téllez
2020 — conf
Poincaré Embeddings in the Task of Named Entity Recognition.
MICAI (2)
David Muñoz, Fernando Pérez-Téllez, David Pinto
2019 J jnl
A Web-based Tagger for Named Entities Detection.
Res. Comput. Sci.
David Muñoz, Fernando Pérez-Téllez, David Pinto
2019 J jnl
Named Entity Recognition Based on a Graph Structure.
POLIBITS
David Muñoz, Fernando Pérez-Téllez, David Pinto
2018 J jnl
Towards Topic Detection in Plain Documents Using Key Terminology Extraction Supported by Institute of Technology Tallaght.
Res. Comput. Sci.
Juan Huetle Figueroa, Fernando Pérez-Téllez, David Pinto
2016 J jnl
Prototype/topic based clustering method for weblogs.
Intell. Data Anal.
Fernando Pérez-Téllez, John Cardiff, Paolo Rosso, David Pinto
2014 J jnl
Weblog and short text feature extraction and impact on categorisation.
J. Intell. Fuzzy Syst.
Fernando Pérez-Téllez, John Cardiff, Paolo Rosso, David Pinto
2011 — conf
On the Difficulty of Clustering Microblog Texts for Online Reputation Management.
WASSA@ACL
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso
2010 — conf
Clustering Weblogs on the Basis of a Topic Detection Method.
MCPR
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso
2010 — conf
On the difficulty of clustering company tweets.
SMUC@CIKM
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso
2009 — conf
A Methodology to Cluster Informal Language Register Data.
IICAI
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso
2009 C conf
Characterizing Weblog Corpora.
NLDB
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso
2009 — conf
Improving the Clustering of Blogosphere with a Self-term Enriching Technique.
TSD
Fernando Pérez-Téllez, David Pinto, John Cardiff, Paolo Rosso