Célia Talma Martins de Pinho Valente Oliveira Gonçalves


talma@fe.up.pt PhD
Research Interests: Text Mining Data Mining Machine Learning Information Retrieval Business Intelligence

Célia Talma Gonçalves has a PhD in Informatics Engineering from the Faculty of Engineering, University of Porto (2013), a MSc in Artificial Intelligence and Computer Science from the Faculty of Engineering, University of Porto (1999) and a BSc degree in Applied Mathematics and Computer Science from the Faculty of Science (1994), University of Porto. She is an Adjunct Professor at Porto Accounting and Business School from Polytechnic of Porto (ISCAP – P.Porto) and researcher at LIACC. She is the Director of the Pos-graduate course in Enterprise Information Systems Management and also the director of the Informatics and Management applied to Healthcare, at ISCAP – P.Porto. She has teaching experience in the field of Information Systems, Data Warehouses and Business Intelligence. Her main research areas include Information Retrieval, Text Mining, Data Mining, Machine Learning, Information Systems and Business Intelligence. She supervised several BSc dissertations at ISCAP and co-supervised a MSc at FEUP. She is the author and co-author of several conference/journal indexed publications. She was co-chair of the BAAI (Business Application of Artificial Intelligence) Session at EPIA 2017. She is a member of the APPIA (the Portuguese AI society).

  • Gonçalves, C. A., Iglesias, E. L., Borrajo, L., Camacho, R., Vieira, A. S. and Gonçalves, C. T. (2018). LearnSec: A Framework for Full Text Analysis. Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings (pp. 502–513)

  • Gonçalves, C. T., Camacho, R. and Oliveira, E. (2014). Ranking MEDLINE documents. Journal of the Brazilian Computer Society, 20 (1), pp. 13

  • Gonçalves, C. T., Camacho, R. and Oliveira, E. (2013). Biotextretriever: yet another information retrieval system. In Proceedings of the Workshop Text Mining and Applications (TEMA) of the 16th Portuguese Conference on Artificial Intelligence (EPIA 2013) (pp. 522–533)

  • de Pinho Valente Oliveira Gonçalves, C. T. M. (2013). A Tool for Text Mining in Molecular Biology Domains. (Doctoral dissertation, Faculty of Engineering, University of Porto)

  • Gonçalves, C. T., Camacho, R. and Oliveira, E. (2011). From sequences to papers: An information retrieval exercise. Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on (pp. 1010–1017)

  • Gonçalves, C. T., Camacho, R. and Oliveira, E. (2011). BioTextRetriever: a tool to retrieve relevant papers. International Journal of Knowledge Discovery in Bioinformatics (IJKDB), 2 (3), pp. 21–36

  • Oliveira, E., Martins, C. T., Azevedo, A. and Pinto, H. S. (2010). Towards an Ontology Mapping Process for Business Process Composition. IFIP International Federation for Information Processing

  • Gonçalves, C. A., Gonçalves, C. T., Camacho, R., Oliveira, E. C. and Fred, A. L. (2010). The Impact of Pre-processing on the Classification of MEDLINE Documents.. PRIS (pp. 53–61)

  • Martins, C. T., Soares, A. L. and Oliveira, E. (2010). A Conceptual Map to Clarify the Inter-Organizational Business Processes Domains. Conference Innovation in Extended enterprise - Summer School, 5-8 July Brindisi, Italy

  • Martins, C. T., Azevedo, A., Pinto, H. S. and Oliveira, E. (2008). Towards an ontology mapping process for business process composition. Innovation in Manufacturing Networks (pp. 169–176)

  • Martins, C. T. (2006). Dissecting the Business Process Modelling fields: a conceptual maps approach. Conferência em Metodologias em Investigação Científica (COMIC 06) do Programa Doutoral em Engenharia Informática

  • Martins, C. T. and Soares, A. L. (2006). Dissecting Inter-Organizational Business Process Modeling: A Linguistic and Conceptual Approach. Network-Centric Collaboration and Supporting Frameworks (pp. 221–228)

  • Afonso, A. P. and Martins, C. T. (2004). Uma Experiência de e-Learning. Actas das XIV Jornadas Luso-Espanholas de Gestão Científica, “Gerir a Competitividade Regional num Mundo Globalizado”, 4-7 February 2004, Editora Universidade dos Açores, Ponta Delgada, Açores

  • Afonso, A. P. and Martins, C. T. (2004). An E-learning Experience. 1st European Conference on e-Learning and Management Education, na Universidade de IULM, Milão em 19.Março, 2004

This member is not involved in projects

This member hasn't supervisions

Information not available