Itens para a visualização no momento 1-4 of 4

    • A Bayesian network decision model for supporting the diagnosis of dementia, Alzheimer's disease and mild cognitive impairment 

      Seixas, Flavio Luiz; Zadrozny, Bianca; Laks, Jerson; Conci, Aura; Muchaluat, Debora Christina (Pergamon-Elsevier Science Ltd, 2014-08-01)
      Population aging has been occurring as a global phenomenon with heterogeneous consequences in both developed and developing countries. Neurodegenerative diseases, such as Alzheimer's Disease (AD), have high prevalence in ...
    • Categorizing feature selection methods for multi-label classification 

      Pereira, Rafael B.; Plastino, Alexandre; Zadrozny, Bianca; Merschmann, Luiz H. C. (Springer, 2018-01)
      In many important application domains such as text categorization, biomolecular analysis, scene classification and medical diagnosis, examples are naturally associated with more than one class label, giving rise to multi-label ...
    • Training state-of-the-art portuguese POS taggers without handcrafted features 

      Santos, Cicero Nogueira dos; Zadrozny, Bianca (Springer Int Publishing Ag, 2014)
      Part-of-speech (POS) tagging for morphologically rich languages normally requires the use of handcrafted features that encapsulate clues about the language's morphology. In this work, we tackle Portuguese POS tagging using ...
    • Usapiens: a system for urban trajectory data analytics 

      Vieira, Marcos R.; Barbosa, Luciano; Kormaksson, Matthias; Zadrozny, Bianca (IEEE, 2015)
      In the past few years a growing number of cities have started monitoring the position of public transportation vehicles using GPS devices. In this paper, we focus on a particularly important urban dataset: GPS bus data. ...