Dr. Fernando Pérez Téllez

Technological University Dublin

linkedin.com/in/fernandopereztellez

Dr. Perez-Tellez areas of interest (Link )

For research related topics please contact me at: fernando.pereztellez@tudublin.ie

Areas of Interest

Current Students

PhD

Mykhailo Danilevskyi

Former Students

Botond Tarcsay

Juan Huetle

David Muñoz

Paulo Silva

Publications

Guest Editor

LKE 2024 is going to be hosted in TU Dublin. Guest editors Fernando Perez Tellez, David Pinto, and Vivek Singh link here

Special Section: Selected papers of LKE 2019, Guest editors David Pinto, Vivek Singh and Fernando Perez Tellez, Journal of Intelligent & Fuzzy Systems, Vol 39, No 2, pp. 1977, Jan 2020.

Journals

Morales-Murillo V., Pinto D., Perez-Tellez F., Rojas-Lopez F., A Transformer-Based Multi-Domain Recommender System for E-commerce. International Journal of Combinatorial Optimization Problems and Informatics; Jiutepec Vol. 15, Iss. 2, (2024): 95-123. DOI:10.61467/2007.1558.2024.v15i2.465
Cerino R., Pinto D., Perez-Tellez F., Concept-Based Visual Stimulation and its Analysis by Electroencephalography (Estimulación visual basada en conceptos y su análysis mediante electroencefalografía). Journal: Journal CyS (Computación y Sistemas), ISSN print 1405-5546, ISSN online 2007-9737 (Indexed by Scopus), Vol 27, No 1, 2023, doi:10.13053/CyS-27-1-4417
Huetle J., Perez-Tellez F., Pinto D., Measuring Semantic Simiarity of Documents with Weighted Cosine and Fuzzy Logic. Journal: Journal of Intelligent & Fuzzy Systems. IOS Press, 2020, doi:10.3233/JIFS-179889
Silva P. Perez–Tellez F., Cardiff J., An Univariable Approach for Forecasting Workload in the Maintenance industry. Journal: Journal CyS (Computación y Sistemas), ISSN print 1405-5546, ISSN online 2007-9737 (Indexed by Scopus), Vol 24, No 2, 2020, doi:10.13053/CyS-24-2-3399
Guevara Flores D. K., Perez–Tellez F., Pinto D., Analysis of automatic annotations of Real Video Surveillance Images. Journal: Journal CyS (Computación y Sistemas), ISSN print 1405-5546, ISSN online 2007-9737 (Indexed by Scopus), Vol 24, No 2, 2020, doi:10.13053/CyS-24-2-3393
Munoz Morales D., Perez-Tellez F., Pinto D., Named Entity Recognition based on a graph structure, Journal: Journal: Journal CyS (Computación y Sistemas), ISSN print 1405-5546, ISSN online 2007-9737 (Indexed by Scopus), Vol 24, No 2, 2020, doi:10.13053/CyS-24-2-3379
Huetle J., Perez-Tellez F., Pinto D., On Detecting Key Terms for Concept Mapping in Plain Text. International Journal of Computational Linguistic and Applications, ISSN 0976-0962, 2018, doi:10.13053/cys-24-2-3400
Munoz Morales D., Perez-Tellez F., Pinto D., Collaborative Web-based tagger for Named Entities in the Task of Information Extraction. Journal: Pistas Educativas, Vol 40, ISSN:2448-847X. 2018, Pistas_Educativas
Perez-Tellez F., Cardiff J., Rosso P., Pinto D., Prototype/Topic based clustering method for weblogs. Journal: Intelligent Data Analysis - An International Journal. IOS Press, 2016, doi:10.3233/IDA-150793
Perez-Tellez F., Cardiff J., Pinto D., Rosso P., Disambiguating Company Names in Microblog Text Using Clustering for Online Reputation Management. Journal: Revista Signos, Estudios de Lingüística, 2015, doi:10.4067/S0718-09342015000100003
Perez-Tellez F., Cardiff J., Rosso P., Pinto D., Weblog and Short Text Feature Extraction and Impact on Catergorisation. Journal: Journal of Intelligent & Fuzzy Systems. IOS Press, 2014, doi:10.3233/ifs-141227

Conference Papers

Yong, W Y., Jaiswal R., Perez Tellez, F., Explainability in NLP model: Detection of Covid-19 Twitter Fake News, Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice (HCAIep '23), Association for Computing Machinery, DOI:10.1145/3633083.3633212
Todorova C., Sharkov G., Aldewereld H.,Leijnen S., Dehghani A., Marrone S., Sansone C., Lynch M., Pugh J., Singh T., Mezei K., Antal P., Hanák P., Barducci A., Perez-Tellez F., Gargiulo F., The European AI Tango: Balancing Regulation Innovation and Competitiveness. Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023 (HCAIep '23), Association for Computing Machinery, DOI:10.1145/3633083.3633161
Botond T., Perez-Tellez F., Vasic J., Using Machine Learning to Identify Patterns in Learner-Submitted Code for the Purpose of Assessment. In Proc. Mexican Conference on Pattern Recognition. MCPR 2023, Lecture Notes in Computer Science, vol 13902. Springer, doi:10.1007/978-3-031-33783-3_5
Botond T., Vasic J., Perez-Tellez F., Use of Machine Learning Methods in the Assessment of Programming Assignments. In Proc. International Conference on Text, Speech, and Dialogue. TSD 2022, Lecture Notes in Computer Science, vol 13502. Springer, doi:10.1007/978-3-031-16270-1_13
Muñoz Morales D., Perez-Tellez F., Pinto D., Poincaré Embeddings in the Task of Named Entity Recognition. In: Advances in Computational Intelligence. MICAI 2020. Lecture Notes in Computer Science, vol 12469. Springer, Cham, 2020, doi:10.1007/978-3-030-60887-3_17
Bal-Pétré O., Varlez P. , Perez-Tellez F., Pacloud: Towards a Universal Cloud-based Linux Package Manager. In Proc. 2019 International Communication Engineering and Cloud Computing Conference (CECCC 2019), indexed by Ei Compendex and Scopus, October 2019, Prague, Czech Republic, doi:10.1145/3380678.3380685
Munoz Morales D., Perez-Tellez F., Pinto D., A Web-based Tagger for Named Entities Detection, Research in Computer Science, ISSN 1870-4069 (Indexed by DBLP, LatIndex, Periodica), 2019, doi:10.13053/rcs-148-3-19
Huetle J., Perez-Tellez F., Pinto D., Towards Topic Detection in Plain Documents Using Key Terminology Extraction. Research in Computer Science, ISSN 1870-4069 (Indexed by DBLP, LatIndex, Periodica), June 2018, Yucatan, Mexico, PDF_here
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. On the Difficulty of Clustering Microblog Texts for Online Reputation Management. In: Proc. 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis,WASSA-2011, June 2011, Portland, Oregon, USA, aclanthology.org/W11-1719/
Flores-Salgado E., Perez y Sosa F. I. Perez-Tellez F. Mexican and Irish Compliments Responses Produced by College Students. In the 12th International Pragmatics Conference, IPrA, July 2011, Manchester, UK.
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. On the Difficulty of Clustering Company Tweets. In: Proc. CIKM 2nd International Workshop on Search and Mining User-generated Contents, SMUC-2010, October 2010, Toronto, Canada, doi:10.1145/1871985.1872001
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. Clustering Weblogs on the Basis of a Topic Detection Method. In: Proc. 2nd Mexican Conference on Pattern Recognition, MCPR-2010, September 2010, Puebla, Mexico, doi:10.1007/978-3-642-15992-3_36
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. A Methodology to Cluster Informal Language Register Data. In: Proc. Workshop on Web 2.0 and Natural Language Engineering Tasks, 4th Indian Int. Conf. on Artificial Intelligence, IICAI-2009, pp. 1391-1401, December, Tumkur (Bangalore), India, PDF_here
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. Defining and Evaluating Blog Characteristics. In: Proc. 8th Mexican International Conference on Artificial Intelligence, MICAI-2009, pp. 97-102, November 2009, Guanajuato, Mexico, doi:10.1109/MICAI.2009.21
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. Characterizing Weblog Corpora. In: Post-Proc. 14th Int. Conf. on Applications of Natural Language to Information Systems, NLDB-2009, Springer-Verlag, LNCS(5723), pp. 299–300, 2009,Saarbrucken, Germany, doi:10.1007/978-3-642-12550-8_28
Perez-Tellez F., Pinto D., Cardiff J., Rosso P. Improving the Clustering of Blogosphere with a Self-term Enriching Technique. In: Proc. 12th Int. Conf. on Text, Speech and Dialogue, TSD-2009, Springer-Verlag, LNAI (5729), pp. 40-49, 2009, Pilsen, Czech Republic, doi:10.1007/978-3-642-04208-9_9
Perez-Tellez F., Pinto D., Rosso P., Cardiff J. Constructing ontologies for narrow domains: Methodology for term extraction and relationship discovery. In: Proc. 3rd Int. Conf. for Internet Technology and Security Transactions, ICITST-2008, June 2008, Dublin, Ireland, PDF_here

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