Big data e data science

Article Portuguese OPEN
Cavique, Luís;
(2014)
  • Publisher: Associação Portuguesa de Investigação Operacional
  • Subject: Data science | Big data

Neste artigo foram apresentados os conceitos básicos de Big Data e a nova área a que deu origem, a Data Science. Em Data Science foi discutida e exemplificada a noção de redução da dimensionalidade dos dados.
  • References (13)
    13 references, page 1 of 2

    [1] Aalst, W. van der, Process Mining: Discovery, Conformance and Enhancement of Business Processes, Springer-Verlag Berlin Heidelberg, 2011.

    [2] Agrawal, R., Srikant, R., Fast algorithms for mining association rules, Proceedings of the 20th International Conference on Very Large Data Bases, 487-499, 1994.

    [3] Alexandre, J., Cavique, L., NoSQL no suporte à análise de grande volume de dados, Revista de Ciências da Computação, 8, 37-48, 2013.

    [4] Borges, J., Levene, M., Evaluating variable-length Markov chain models for analysis of user web navigation sessions, IEEE Transactions on Knowledge and Data Engineering, 19, 441-452, 2007.

    [5] Breiman, L., Statistical modeling: the two cultures, Statistical Science, 16, 199-231, 2001.

    [6] Carlsson, G., Topology and data, Bulletin of the American Mathematical Society, 46, 255-308, 2009.

    [7] Cavique, L., A scalable algorithm for the market basket analysis, Journal of Retailing and Consumer Services, Special Issue on Data Mining Applications in Retailing and Consumer Services, 14, 400-407, 2007.

    [8] Cavique, L., A network algorithm to discover sequential patterns, Progress in Artificial Intelligence, EPIA 2007, Lecture Notes in Computer Science , 4874, J. Neves, M. Santos e J. Machado (eds.), Springer-Verlag Berlin Heidelberg, 406-414, 2007.

    [9] Cavique, L., Coelho, J. S., Descoberta de padrões sequenciais utilizando árvores orientadas, Revista de Ciências da Computação, 3, 12-22, 2008.

    [10] Davenport, T. H., Big Data at Work: Dispelling the Myths, Uncovering the Opportunities, Harvard Business School Publishing Corporation, 2014.

  • Metrics
Share - Bookmark