• Fostering Inclusion: A Virtual Reality Experience to Raise Awareness of Dyslexia-Related Barriers in University Settings 

  Alcalde-Llergo, José M.; Aparicio Martínez, Pilar; Zingoni, Andrea; Pinzi, Sara; Yeguas-Bolívar, Enrique (MDPI, 2025)

  This work introduces the design, implementation, and validation of a virtual reality (VR) experience aimed at promoting the inclusion of individuals with dyslexia in university settings. Unlike traditional awareness methods, ...

• What does it mean to 'solve' the problem of discrimination in hiring?: social, technical and legal perspectives from the UK on automated hiring systems 

  Sánchez-Monedero, Javier; Dencik, Lina; Edwards, Lilian (ACM, 2020)

  Discriminatory practices in recruitment and hiring are an ongoing issue that is a concern not just for workplace relations, but also for wider understandings of economic justice and inequality. The ability to get and keep ...

• How fair can we go in machine learning? Assessing the boundaries of accuracy and fairness 

  Valdivia, Ana; Sánchez-Monedero, Javier; Casillas, Jorge (Wiley, 2021)

  Fair machine learning has been focusing on the development of equitable algorithms that address discrimination. Yet, many of these fairness-aware approaches aim to obtain a unique solution to the problem, which leads to a ...

• ORCA: A Matlab/Octave Toolbox for Ordinal Regression 

  Sánchez-Monedero, Javier; Gutiérrez, Pedro A.; Pérez-Ortiz, María (MIT Press, 2019)

  Ordinal regression, also named ordinal classification, studies classification problems where there exist a natural order between class labels. This structured order of the labels is crucial in all steps of the learning ...

• Machine Learning Methods for Binary and Multiclass Classification of Melanoma Thickness From Dermoscopic Images 

  Sáez, Aurora; Sánchez-Monedero, Javier; Gutiérrez, Pedro A.; Hervás-Martínez, César (IEEE, 2015)

  Thickness of the melanoma is the most important factor associated with survival in patients with melanoma. It is most commonly reported as a measurement of depth given in millimeters (mm) and computed by means of pathological ...

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