• openAccess   Surrounding neighborhood-based SMOTE for learning from imbalanced data sets 

      García, Vicente; Sánchez Garreta, Josep Salvador; Martín Félez, Raúl; Mollineda, Ramón A. Springer (2012)
      Many traditional approaches to pattern classifi- cation assume that the problem classes share similar prior probabilities. However, in many real-life applications, this assumption is grossly violated. Often, the ratios ...
    • openAccess   The Role of Face Parts in Gender Recognition 

      Mollineda, Ramón A.; Andreu Cabedo, Yasmina Springer Verlag (2008)
      This paper evaluates the discriminant capabilities of face parts in gender recognition. Given the image of a face, a number of subimages containing the eyes, nose, mouth, chin, right eye, internal face (eyes, nose, ...
    • openAccess   Vision-based gait impairment analysis for aided diagnosis 

      Ortells Lorenzo, Javier; Herrero Ezquerro, María Trinidad; Mollineda, Ramón A. Springer Verlag (2018)
      Gait is a firsthand reflection of health condition. This belief has inspired recent research efforts to automate the analysis of pathological gait, in order to assist physicians in decision-making. However, most of these ...