Personal profile
Professional Information
Dr. Perez Tellez is a full-time lecturer in the School of Science and Computing at the Technological University Dublin, Tallaght Campus. He has research, academic and industry experience. Dr. Perez Tellez is an AWS Academy Accredited Educator. He has worked as a Business Intelligence specialist. He has many research collaborations with universities around the world. He also has several links with industry partners in Ireland. Areas of interest: Natural Language Processing, Social Media Analysis, Cloud computing, Data modelling, Business Intelligence and Knowledge discovery between others.
Research Interests
Cloud Computing, Language Natural Processing, Data Modelling, Text Mining, Data Analysis
Education/Academic qualification
PhD
Award Date: 1 Jan 2015
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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On The Automatic Image Captioning Task In Italian: A Human-Centric Approach
De Amicis, V., Jaiswal, R. & Perez-Tellez, F., 16 Feb 2026, HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice. Association for Computing Machinery (ACM), p. 75-78 4 p. (HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Practical Strategies for Applying the Disparate Impact Remover at Inference Time
Danilevskyi, M., Perez-Tellez, F. & Vasic, J., 16 Feb 2026, HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice. Association for Computing Machinery (ACM), p. 34-39 6 p. (HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Synthetic Blood Data Generation for Fair Machine Learning
Makam Ramakrishna, S. & Perez-Tellez, F., 16 Feb 2026, HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice. Association for Computing Machinery (ACM), p. 86-92 7 p. (HCAI-ep 2026 - Proceedings of the 2026 Conference on Human Centered Artificial Intelligence - Education and Practice).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Towards an Accurate Domain-Specific ASR: Transcription for Pathology
Danilevskyi, M., Perez-Tellez, F. & Vasic, J., 2026, Text, Speech, and Dialogue - 28th International Conference, TSD 2025, Proceedings. Ekštein, K., Konopík, M., Pražák, O. & Pártl, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 309-318 10 p. (Lecture Notes in Computer Science; vol. 16029 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Application of GANs for Augmentation of the Mammography Repository
Reyes-Hernández, Y., Perez-Tellez, F., Ruiz-Vanoye, J. A., Flores, J. R., Acevedo, E. S., Diaz-Parra, O., Ortiz, J. A. & Trejo-Macotela, F. R., 2025, In: Computacion y Sistemas. 29, 2, p. 893-900 8 p.Research output: Contribution to journal › Article › peer-review